<?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>Tue, 06 Oct 2026 13:56:23 +0700</pubDate> <lastBuildDate>Tue, 06 Oct 2026 13:56:23 +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[David Ellison has finally bought Warner Bros. Discovery, remaking Hollywood]]></title> <description><![CDATA[David Ellison has finally bought Warner Bros. Discovery, remaking Hollywood. Paramount's WBD is final, putting David Ellison atop the new-look Skydance that aims to competitor Disney and Netflix.]]></description> <media:thumbnail url="https://i.insider.com/6ac3eff8d4357587843b9888?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/david-ellison-has-finally-bought-warner-bros-discovery-remaking-hollywood-71242</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/6ac3eff8d4357587843b9888?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac3eff8d4357587843b9888?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac3eff8d4357587843b9888?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac3eff8d4357587843b9888?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac3eff8d4357587843b9888?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac3eff8d4357587843b9888?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac3eff8d4357587843b9888?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Para Ellison WBD" 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>David Ellison has created Skydance by bringing together Paramount and Warner Bros. Discovery.</span> <span> <span e-name="image-source" itemprop="creditText">Mario Tama/Getty Images; David Becker/Getty Images for CinemaCon; Mario Tama/Getty Images</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="">David Ellison</a> has completed his <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">purchase of Warner Bros. Discovery</a> for $110 milliard in a mega-deal that promises to reshape Hollywood.</p><p>Paramount Skydance, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">now known as Skydance</a>, closed its acquisition of WBD on Tuesday. The blended business now controls Paramount Pictures and the Warner Bros. studio; streaming services HBO Max, Paramount+, Pluto TV, and Discovery+; and TV networks HBO, CBS, CNN, TNT, HGTV, and The Food Network. It additionally has iconic IP akin DC Comics, Harry Potter, and SpongeBob Squarepants.</p><p>Skydance has the possible to be an amusement behemoth that can competitor Disney and Netflix in size and traditional influence.</p><p>Controlling this treasure trove of resources cements <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Ellison as a media mogul</a>. Skydance Media, the manufacturing business Ellison started in 2006 that was rearward films akin "Top Gun: Maverick," <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">merged alongside Paramount</a> final August.</p><p>The new Skydance volition be led by Ellison and <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">former Mattel CEO Ynon Kreiz</a>. Ellison volition be in accusation of Skydance's imaginative and tech strategies during Kreiz, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">who's joining as a co-CEO</a>, volition grip the merger integration and day-to-day operations.</p><p>Casey Bloys, the caput of HBO, volition caput up the blended company's streaming scheme following Paramount streaming chief <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Cindy Holland stepped down</a>. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">CNN CEO Mark Thompson</a> is staying on, during Bari Weiss is heading up CBS News.</p><p>The new-look Skydance faces many challenges, including a enormous debt burden and rigid competition in streaming. Even whenever combined, Paramount+ and HBO Max deficiency the viewership of Disney or Netflix, let solitary YouTube.</p><p>"It's a war for period spent, you're chasing the juggernaut in the space, which is YouTube," media expert Rich Greenfield of Lightshed Partners stated concerning <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Ellison's streaming mission</a>.</p><p>This deal's completion ends a monthslong saga that's deserving of an HBO drama.</p> <p>Ellison's business accepted to buy WBD in delayed February for $31 per portion and planned to near the agreement in mid-July. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Paramount had outbid Netflix</a>, which had earlier accepted to pay $27.75 per portion for WBD's studio and streaming division.</p><p>The merger got held up by lawsuits brought by 12 US states and the Writers Guild of America. <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Paramount settled those lawsuits</a> in September and pledged to create concessions, including expanding its US manufacturing spending, releasing a minimum figure of movies in theaters, and not marketing either of the movie lots.</p><p>Ellison told Paramount workforce in a memo that its agreement volition guide to "more chance for our creatives, manufacturing crews and workforce throughout the business, and additional awesome amusement for audiences everywhere."</p><p>Critics of the agreement stated that putting Paramount and WBD under one rooftop could damage competition in the amusement industry, foremost to small jobs for creatives and higher prices for consumers. Thousands of Hollywood creatives, including stars akin JJ Abrams and Ben Stiller, signed an <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">open letter opposing the deal</a> in April.</p><p>Paramount had rushed to finalize its WBD takeover since it would have due $650 myriad per quarter, or approximately $7 myriad per day, if the agreement wasn't done, starting on October 1.</p><p>Inside Paramount and WBD, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">employees are on edge</a> and are <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">preparing for inner competition</a> as the two media giants integrate. Ellison has promised to provision $6 milliard in funds from this deal, although the business has stated layoffs won't document for most of the disbursal reductions.</p><p>As for which teams and staffers volition remain at the new-look Skydance, Ellison stated in September following settling the lawsuits holding up the agreement that he and his colleagues "don't have all the answers yet" and that he "won't feign otherwise."</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>James Faris is a media equal in New York City.</span><span>He covers the endeavor of media &amp; entertainment, specifically the streaming, TV,&nbsp;and AI strategies of Hollywood giants akin Disney, Paramount, and Netflix.&nbsp;He earlier wrote concerning the inventory market, the economy,&nbsp;and genuine estate.</span><span>James joined Business Insider following graduating magna cum laude from James Madison University.</span><span>Email James at jfaris@businessinsider.com and prosecute him on <a href="https://en.mycoding.id/category/business" target="_blank">LinkedIn</a>.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/david-ellison-has-finally-bought-warner-bros-discovery-remaking-hollywood-71242</guid> <pubDate>Tue, 06 Oct 2026 13:56:23 +0700</pubDate> <author><![CDATA[support@mycoding.id (James Faris)]]></author> </item> <item> <title><![CDATA[This Paperwhite Signature Kindle Is 32% Off for October Prime Day]]></title> <description><![CDATA[This Paperwhite Signature Kindle Is 32% Off for October Prime Day. Amazon has brought the 32GB Paperwhite Signature Edition downward to $170.]]></description> <media:thumbnail url="https://lifehacker.com/imagery/articles/01M48921PY1VJM9DXGDE72GHSY/hero-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/this-paperwhite-signature-kindle-is-32-off-for-october-prime-day-71251</link> <content:encoded><![CDATA[<div class="leading-normal prose-sm m-0 line-clamp-5 font-normal"><p>Pradershika Sharma is a tech deals author for Lifehacker. <br><br>She has a Master’s flat in English Literature, a B.Ed., and a TESOL certification. She has been penning professionally since 2018, creating merchandise reviews, affiliate articles, and hunt ads for earth clients during operating alongside Rubix Agency and Cognizant. Previously, she spent a twelvemonth instruction English at the younger elevated level.<br><br>An avid audience since childhood, Pradershika's idea of extreme sports is staying up to peruse “just one additional chapter.” She lives in India.</p></div> <hr class="custom-gradient-background my-6 h-[6px] max-w-[75px] border-0"> <p>Amazon's <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">October Prime Day</a> transaction has the 2024 <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow sponsored" target="_blank" title="open in a new window">Kindle Paperwhite Signature Edition</a> downward to $169.99 from $249.99, taking $80 off the most completely featured type of the Paperwhite. The cost is what makes this agreement value a nearer look, since <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" title="open in a new window" rel="noopener">Amazon raised prices</a> throughout most of its Kindle lineup in August, citing higher recollection and retention costs. The <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow sponsored" target="_blank" title="open in a new window">standard 16GB Paperwhite</a> went from $159.99 to $199.99, so at $169.99, the Signature Edition now expenses $30 small than the basis model's catalog cost (though it’s currently discounted to $149.99 for <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">Prime Day</a>). Amazon additionally unveiled <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">a redesigned Kindle lineup</a> fair days ago, including an aluminum-backed Paperwhite Signature in a fun Seaglass Green color, but it expenses $249.99, and won't container until October 28.</p><div class="py-6"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="cursor-default no-underline" data-ga-click="data-ga-click" data-ga-module="shop-card" data-ga-element="offer" data-ga-item="offer-btn" data-ga-label="Amazon Kindle Paperwhite Signature Edition (2024, 32GB)"> <div class="px-8"> <div class="grow"> <div class="leading-6">Amazon Kindle Paperwhite Signature Edition (2024, 32GB) </div> <div class="justify-between"> <div class="self-end"> <div class="justify-center"><div class=" font-sans leading-4 text-black"> <div class="justify-start"> <span class="font-bold"> $169.99 <span class="font-medium">at Amazon</span> </span> </div> <div class="justify-start"> <span class="text-sm line-through">$249.99</span> <span class="text-sm text-brand-green">Save $80.00</span> </div> </div> </div> </div> <div class="w-44 self-end"> Get Deal </div> </div> </div> <div class="hidden"> <div class="flex aspect-video items-center justify-center"> <img class="m-0 max-h-full max-w-full rounded-md" src="https://lifehacker.com/imagery/product/05tX3QB22EPRQGvDH1gqI3B/hero-image.fill.size_autoxauto.v1729590602.jpg" alt="All-new Amazon Kindle Paperwhite Signature Edition (32 GB) – Our fastest Kindle alongside auto-adjusting forefront light, wireless charging, and weeks of power division existence – Metallic Raspberry" width="auto" height="auto" loading="lazy"> </div> </div> <div class="flex"> <div class="flex aspect-video items-center justify-center"> <img class="m-0 max-h-full max-w-full rounded-md" src="https://lifehacker.com/imagery/product/05tX3QB22EPRQGvDH1gqI3B/hero-image.fill.size_autoxauto.v1729590602.jpg" alt="All-new Amazon Kindle Paperwhite Signature Edition (32 GB) – Our fastest Kindle alongside auto-adjusting forefront light, wireless charging, and weeks of power division existence – Metallic Raspberry" width="auto" height="auto" loading="lazy"> </div> </div> <div class="grow-0"> <div class="mt-4 w-full"> Get Deal </div> <div class="mx-2 mt-4 w-full"> <div class=" font-sans leading-4 text-black"> <div class="justify-start"> <span class="font-bold"> $169.99 <span class="font-medium">at Amazon</span> </span> </div> <div class="justify-start"> <span class="text-sm line-through">$249.99</span> <span class="text-sm text-brand-green">Save $80.00</span> </div> </div> </div> </div> </div> </a></div> <p>The Paperwhite Signature shares the norm model's seven-inch, 300ppi E Ink display and IPX8 waterproofing, so taking it to the pond or study in the bathing is fair game. Where it pulls onward is in the extras, starting alongside an ad-free fastener display and a forefront ray that adjusts automatically as your surroundings change, preservation you from fiddling alongside the brightness all period you move from a sunny patio to study in bed. Storage doubles from 16GB to 32GB as well, which is likely additional than most ebook libraries need (speaking of, did you cognize you could <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">get two liberated ebooks</a> this month?) but leaves additional area for audiobooks, comics, and ample PDFs. Audio playback requires <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" title="open in a new window" rel="noopener">Bluetooth headphones</a>, since there’s no headphone jack.</p><p>Another convenience you don't get alongside the norm Paperwhite is 10W Qi wireless charging, although you'll need to provision your own wireless charger and power adapter. The 2024 example additionally feels noticeably quicker than older Paperwhites, alongside Amazon claiming 25% faster leaf turns compared alongside the 2021 generation—<a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" title="open in a new window" rel="noopener">this PCMag review</a> established the difference noticeable whenever waking the device, browsing the library, and turning pages. None of these upgrades basically changes what a Kindle does (though our guide to <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">lesser-known Kindle features</a> can assistance you get additional out of yours), and alongside a new generation arriving, the 2024 example is no longer <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow sponsored" target="_blank" title="open in a new window">the latest Kindle Paperwhite Signature Edition</a>. But at $170 for <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">Prime Big Deal Day</a>, those extras are much easier to justify.</p><h2 id="october-prime-day-faqs">October Prime Day FAQs</h2><h3>When is Prime Day?</h3><p>October Prime Day is Oct. 6 and runs through Oct. 7. It happens all twelvemonth during October.</p><div class="py-0" data-ga-click data-ga-template="Deals" data-ga-module="openweb_widget" data-ga-element="openweb_scroll" data-ga-item="openweb_scroll_midpage" x-data="&#039;, e); } } }" x-init="fetchCommentsCount()" x-cloak> <div class="absolute top-1/2 hidden w-full -translate-y-1/2 border-t-[1.5px] border-dashed border-black sm:block"></div> <div class="relative flex justify-center"> <div class="flex max-w-fit items-center gap-x-3 bg-white px-5"> <div class="relative"> <span class="absolute left-1/2 top-1/2 -translate-x-1/2 -translate-y-1/2 font-akshar text-sm font-medium text-black" aria-live="polite" x-show="hasComments" x-text="commentsCount"></span> <svg class="h-8 w-8 text-black" role="img" aria-hidden="true"> </svg> </div> <span class="text-sm font-medium text-black"> What do you think so far? </span> </div> </div> </div> <h3>Is Prime Day a scam?</h3><p>No. Prime Day is a lawful online transaction from arguably the biggest and most reputable online retailer in the world.</p><h3>Will Kindles be on transaction for Prime Day?</h3><p>This 2026 October Prime Day, you won’t apt see new Kindles on transaction as in former years. Kindles have gone up in cost recently, but there are another non-Kindle e-readers that volition be on sale.</p><hr><div class="left-1/2 md:w-[780px] md:max-w-max md:-translate-x-1/2" x-data=" false }"> <div class="text-left"> <div class="rounded-tl-none"> <div class="rounded-tl-none"> <span class="text-2xl">Our Best Editor-Vetted Prime Day Deals Right Now</span> <div class="text-base"> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Apple AirPods Pro 3 Noise Cancelling Heart Rate Wireless Earbuds" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="1"> Apple AirPods Pro 3 Noise Cancelling Heart Rate Wireless Earbuds </a> <span class="text-black"> — <span class="font-bold">$179.00</span> <span class="!text-sm"> (List Price $249.00) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Sony WH-1000XM5 Wireless Noise Canceling Headphones" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="2"> Sony WH-1000XM5 </a> <span class="text-black"> — <span class="font-bold">$198.00</span> <span class="!text-sm"> (List Price $399.99) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Ring Indoor Cam Plus 2K Wired Security Camera (2-Pack, White)" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="3"> Ring Indoor Cam Plus 2K Wired Security Camera (2-Pack, White) </a> <span class="text-black"> — <span class="font-bold">$59.98</span> <span class="!text-sm"> (List Price $119.98) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label='Apple iPad 11&quot; 128GB Wi-Fi Retina Tablet (Blue, 2025 Release)' data-ga-element="offer" data-ga-module="offer-group" data-ga-position="4"> Apple iPad 11" 128GB A16 WiFi Tablet (Blue, 2025) </a> <span class="text-black"> — <span class="font-bold">$399.00</span> <span class="!text-sm"> (List Price $449.00) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Blink Outdoor 4 1080p 3-Camera Kit With Sync Module Core + Doorbell" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="5"> Blink Outdoor 4 1080p 3-Camera Kit With Sync Module Core + Doorbell </a> <span class="text-black"> — <span class="font-bold">$65.99</span> <span class="!text-sm"> (List Price $259.98) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Ring 2nd Gen 2K Wired Video Doorbell With Chime (2026 Release)" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="6"> Ring 2nd Gen 2K Wired Video Doorbell With Chime (2026 Release) </a> <span class="text-black"> — <span class="font-bold">$49.99</span> <span class="!text-sm"> (List Price $114.98) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Amazon Fire TV Stick 4K Plus Streaming Player With Remote (2025 Model)" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="7"> Fire TV Stick 4K Plus Streaming Player With Remote (2025 Model) </a> <span class="text-black"> — <span class="font-bold">$37.99</span> <span class="!text-sm"> (List Price $69.99) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Apple Watch Series 12 (GPS, 42mm, S/M Black Sport Band)" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="8"> Apple Watch Series 12 </a> <span class="text-black"> — <span class="font-bold">$349.99</span> <span class="!text-sm"> (List Price $399.00) </span> </span> </div> </div> </div> </div> <div class="px-6"> <span class="text-sm">Deals are selected by our commerce team</span> </div> </div> </div> <div class="leading-normal prose-sm mt-4 line-clamp-2"> <p></p><p>Pradershika Sharma is a tech deals author for Lifehacker. </p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/this-paperwhite-signature-kindle-is-32-off-for-october-prime-day-71251</guid> <pubDate>Tue, 06 Oct 2026 13:30:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Pradershika Sharma)]]></author> </item> <item> <title><![CDATA[The easiest Apple Watch to recommend is $50 off]]></title> <description><![CDATA[The easiest Apple Watch to recommend is $50 off. The Apple Watch SE 3 is the smartwatch that we propose for most group since it’s affordable, yet packed alongside most of the features established in pricier versions...]]></description> <media:thumbnail url="https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0104.jpg?quality=90&amp;strip=all&amp;crop=0%2C32.547993019197%2C100%2C34.904013961606&amp;w=1200"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/the-easiest-apple-watch-to-recommend-is-50-off-71231</link> <content:encoded><![CDATA[<div><div><div><div><div><div><p><span aria-expanded="false" aria-haspopup="true" role="button" tabindex="0"><span id="follow-author-standard_article_details-dmcyOmF1dGhvclByb2ZpbGU6OTM3NDY5"><span><span><svg width="9" height="9" viewbox="0 0 9 9" fill="none" xmlns="http://www.w3.org/2000/svg" aria-label="Follow"><path d="M5 0H4V4H0V5H4V9H5V5H9V4H5V0Z"></path></svg></span></span><span>Brad Bourque</span></span></span></p> <p><span>is a tech newsman and commerce author based out of Portland, Oregon. He&rsquo;s contributed to sites akin Digital Trends, Business Insider, and WIRED.</span></p></div></div></div></div></div><div id="zephr-anchor"><p>The <strong>Apple Watch SE 3</strong> is the smartwatch that we propose for most group since it&rsquo;s affordable, yet packed alongside most of the features established in pricier versions. We spotted Amazon October Prime Day discounts throughout the lineup, including the two the 40mm and 44mm sizes, and GPS lone or cellular options. The Wi-Fi and GPS example is <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">$199 for the 40mm size</a> (matching the lowest cost to date), and <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">$229 for the 44m size</a>. If you additionally desire a cellular connection, the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">40mm type is $249</a>, and the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">44mm type is $279</a>.</p><div><div><div data-product-filter="" id="product-card-dmcyOnByb2R1Y3Q6OTUzNDcx"><p><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow noopener noreferrer" target="_blank"><img alt="" data-chromatic="ignore" loading="lazy" decoding="async" data-nimg="fill" sizes=" 768px) 100vw, 300px" srcset="https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=376 376w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=384 384w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=415 415w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=480 480w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=540 540w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=640 640w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=750 750w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=828 828w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=1080 1080w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=1200 1200w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=1440 1440w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=1920 1920w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2048 2048w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400 2400w" src="https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=16.666666666667%2C0%2C66.666666666667%2C100&amp;w=2400"></a><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow noopener noreferrer" target="_blank"><img alt="" data-chromatic="ignore" loading="lazy" decoding="async" data-nimg="fill" sizes=" 768px) 100vw, 600px" srcset="https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=376 376w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=384 384w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=415 415w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=480 480w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=540 540w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=640 640w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=750 750w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=828 828w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=1080 1080w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=1200 1200w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=1440 1440w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=1920 1920w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2048 2048w, https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400 2400w" src="https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/257944_Applewatch_SE_AKrales_0068.jpg?quality=90&amp;strip=all&amp;crop=0%2C0%2C100%2C100&amp;w=2400"></a></p><div><p><span>$199</span></p><div><p>The Apple Watch SE 3 is a important glow-up, adding an always-on display, wrist-temperature sensor, a additional mighty processor, and accelerated charging. <a href="https://en.mycoding.id/category/technology" target="_blank">Read our review.</a></p></div></div></div></div></div><p>When it released in delayed 2025, the additional budget-friendly Apple Watch 3 SE caught up alongside all the center functionality that had built up on the higher-end models of the time, including the always-on display, wrist tap and twice tap gestures, 5G connectivity, and on-board Siri.</p><div><div><div><div><h2>Verge Shopping</h2><p><span>Sign up to get the finest deals on products we&rsquo;ve established and tested sent to your inbox.</span></p></div></div></div></div><div><p><span><strong>Follow topics and authors</strong> from this narrative to see additional akin this in your personalized homepage nourish and to obtain email updates.</span></p><ul><li id="follow-author-article_footer-dmcyOmF1dGhvclByb2ZpbGU6OTM3NDY5"><span aria-expanded="false" aria-haspopup="true" role="button" tabindex="0"><span><span><svg width="9" height="9" viewbox="0 0 9 9" fill="none" xmlns="http://www.w3.org/2000/svg" aria-label="Follow"><path d="M5 0H4V4H0V5H4V9H5V5H9V4H5V0Z"></path></svg></span><span>Brad Bourque</span></span></span></li><li><li><li><li><li><li></ul></div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-easiest-apple-watch-to-recommend-is-50-off-71231</guid> <pubDate>Tue, 06 Oct 2026 13:30:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Brad Bourque)]]></author> </item> <item> <title><![CDATA[This 75-inch Hisense Mini-LED TV Is Nearly Half Off for October Prime Day]]></title> <description><![CDATA[This 75-inch Hisense Mini-LED TV Is Nearly Half Off for October Prime Day. A $650 discount brings Hisense's 2026 U6SF Pro TV to its lowest cost to date.]]></description> <media:thumbnail url="https://lifehacker.com/imagery/articles/01M31N3509EVEVQWV1B94QC45W/hero-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/this-75-inch-hisense-mini-led-tv-is-nearly-half-off-for-october-prime-day-71252</link> <content:encoded><![CDATA[<div class="leading-normal prose-sm m-0 line-clamp-5 font-normal"><p>Pradershika Sharma is a tech deals author for Lifehacker. <br><br>She has a Master’s flat in English Literature, a B.Ed., and a TESOL certification. She has been penning professionally since 2018, creating merchandise reviews, affiliate articles, and hunt ads for earth clients during operating alongside Rubix Agency and Cognizant. Previously, she spent a twelvemonth instruction English at the younger elevated level.<br><br>An avid audience since childhood, Pradershika's idea of extreme sports is staying up to peruse “just one additional chapter.” She lives in India.</p></div> <hr class="custom-gradient-background my-6 h-[6px] max-w-[75px] border-0"> <p>Amazon’s <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">October Prime Day</a> transaction is fine underway, and the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow sponsored" target="_blank" title="open in a new window">75-inch Hisense U6SF Pro</a> has dropped to $749.99 from $1,399.99—its lowest cost to date, according to <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank">price trackers</a>. The remainder of the U6 Pro lineup is discounted as well, so you can choice up the identical TV in sizes from 55 inches to a enormous 100 inches, for anyone alongside the area for item nearer to a home-theater-sized screen. As for the TV itself, it’s a 2026 example that sits below the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow sponsored" target="_blank" title="open in a new window">U7SG</a> (also on transaction for $997.99, from $1,099.99) in Hisense's lineup as the brand's admission item into Mini LED, pairing a 4K panel and local dimming alongside a matte, anti-reflective covering meant to cut downward on glare, notes this <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" title="open in a new window" rel="noopener">PCMag review</a>.</p><div class="py-6"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="cursor-default no-underline" data-ga-click="data-ga-click" data-ga-module="shop-card" data-ga-element="offer" data-ga-item="offer-btn" data-ga-label="75-inch Hisense U6SF Pro"> <div class="px-8"> <div class="grow"> <div class="leading-6">75-inch Hisense U6SF Pro </div> <div class="justify-between"> <div class="self-end"> <div class="justify-center"><div class=" font-sans leading-4 text-black"> <div class="justify-start"> <span class="font-bold"> $749.99 <span class="font-medium">at Amazon</span> </span> </div> <div class="justify-start"> <span class="text-sm line-through">$1,399.99</span> <span class="text-sm text-brand-green">Save $650.00</span> </div> </div> </div> </div> <div class="w-44 self-end"> Get Deal </div> </div> </div> <div class="hidden"> <div class="flex aspect-video items-center justify-center"> <img class="m-0 max-h-full max-w-full rounded-md" src="https://lifehacker.com/imagery/product/07vrZLDUMaNz0K4B0kLaRyn/hero-image.fill.size_autoxauto.v1780079779.jpg" alt='Hisense U6 Pro Series ULED 75&quot; 4K HDR 144Hz QLED Mini-LED Smart Fire TV' width="auto" height="auto" loading="lazy"> </div> </div> <div class="flex"> <div class="flex aspect-video items-center justify-center"> <img class="m-0 max-h-full max-w-full rounded-md" src="https://lifehacker.com/imagery/product/07vrZLDUMaNz0K4B0kLaRyn/hero-image.fill.size_autoxauto.v1780079779.jpg" alt='Hisense U6 Pro Series ULED 75&quot; 4K HDR 144Hz QLED Mini-LED Smart Fire TV' width="auto" height="auto" loading="lazy"> </div> </div> <div class="grow-0"> <div class="mt-4 w-full"> Get Deal </div> <div class="mx-2 mt-4 w-full"> <div class=" font-sans leading-4 text-black"> <div class="justify-start"> <span class="font-bold"> $749.99 <span class="font-medium">at Amazon</span> </span> </div> <div class="justify-start"> <span class="text-sm line-through">$1,399.99</span> <span class="text-sm text-brand-green">Save $650.00</span> </div> </div> </div> </div> </div> </a></div> <p>For a <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" title="open in a new window" rel="noopener">budget set</a>, the U6 Pro gets a lot correct whenever it comes to image quality—its elevated highest brightness helps it clasp up during a sunny midday in a living area alongside big windows, so a daytime football equivalent or cooking display won’t appearance washed out, during its outstanding difference and productive local dimming keep dreary scenes looking profound whenever you resolve in for a movie at night. It additionally does a fine job cleaning up lower-quality content, which is helpful for older cable broadcasts or compressed YouTube videos—and its Fire TV interface makes it uncomplicated to jump between those kinds of satisfied and the important streaming services without needing a distinct streaming device.</p><p>The U6 Pro additionally brings plentifulness to the array for gaming, alongside HDMI 2.1, VRR, ALLM, and a 144Hz refresh charge that PC gamers can shove to 240Hz at a lesser 1080p resolution. That said, the panel’s dilatory reply period and mediocre motion achievement can reportedly create fast-moving scenes appearance noticeably blurry. Viewing angles are constricted too, alongside the image losing norm fairly quickly whenever you move off-center—and its built-in speakers aren’t particularly notable either, so a soundbar could be value budgeting for. Still, if all you desire is a 75-inch TV alongside powerful contrast, fine brightness, and contemporary gaming features without crossing the $800 mark, the 75U6SF Pro is value a look.</p><h2 id="october-prime-day-faqs">October Prime Day FAQs</h2><h3>When is Prime Day?</h3><p>October Prime Day starts Oct. 6 and runs through Oct. 7. It happens all twelvemonth during October.</p><div class="py-0" data-ga-click data-ga-template="Deals" data-ga-module="openweb_widget" data-ga-element="openweb_scroll" data-ga-item="openweb_scroll_midpage" x-data="&#039;, e); } } }" x-init="fetchCommentsCount()" x-cloak> <div class="absolute top-1/2 hidden w-full -translate-y-1/2 border-t-[1.5px] border-dashed border-black sm:block"></div> <div class="relative flex justify-center"> <div class="flex max-w-fit items-center gap-x-3 bg-white px-5"> <div class="relative"> <span class="absolute left-1/2 top-1/2 -translate-x-1/2 -translate-y-1/2 font-akshar text-sm font-medium text-black" aria-live="polite" x-show="hasComments" x-text="commentsCount"></span> <svg class="h-8 w-8 text-black" role="img" aria-hidden="true"> </svg> </div> <span class="text-sm font-medium text-black"> What do you think so far? </span> </div> </div> </div> <h3>When does Prime Day end?</h3><p>October Prime Day ends on Oct. 7, 2026. It’s a two-day online sale.</p><h3>What is Amazon Prime Day?</h3><p>October Prime Day is the autumn type of Prime Day, which is the biggest transaction Amazon hosts during the spring, summer, and fall. You can discover deals on many categories during the sale, including tech, tools, appliances, apparel, and more.</p><hr><div class="left-1/2 md:w-[780px] md:max-w-max md:-translate-x-1/2" x-data=" false }"> <div class="text-left"> <div class="rounded-tl-none"> <div class="rounded-tl-none"> <span class="text-2xl">Our Best Editor-Vetted Prime Day Deals Right Now</span> <div class="text-base"> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Apple AirPods Pro 3 Noise Cancelling Heart Rate Wireless Earbuds" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="1"> Apple AirPods Pro 3 Noise Cancelling Heart Rate Wireless Earbuds </a> <span class="text-black"> — <span class="font-bold">$179.00</span> <span class="!text-sm"> (List Price $249.00) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Sony WH-1000XM5 Wireless Noise Canceling Headphones" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="2"> Sony WH-1000XM5 </a> <span class="text-black"> — <span class="font-bold">$198.00</span> <span class="!text-sm"> (List Price $399.99) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label="Ring Indoor Cam Plus 2K Wired Security Camera (2-Pack, White)" data-ga-element="offer" data-ga-module="offer-group" data-ga-position="3"> Ring Indoor Cam Plus 2K Wired Security Camera (2-Pack, White) </a> <span class="text-black"> — <span class="font-bold">$59.98</span> <span class="!text-sm"> (List Price $119.98) </span> </span> </div> <div x-show="1 || showAll"> <a href="https://en.mycoding.id/category/technology" target="_blank" data-commerce="1" target="_blank" rel="nofollow sponsored" data-parent-group="affiliate-link" title="(opens in a new window)" class="text-brand-green-700" data-ga-click="data-ga-click" data-ga-item="offer-group-item" data-ga-label='Apple iPad 11&quot; 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I hate to admit it, but it helped.]]></title> <description><![CDATA[My husband used ChatGPT to become a better husband. I hate to admit it, but it helped.. I was skeptical whenever my hubby used ChatGPT for association advice. Its reply helped the two of us appearance alternatively at our conflicts.]]></description> <media:thumbnail url="https://i.insider.com/6abc1e86d15f8a572974c3b4?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/my-husband-used-chatgpt-to-become-a-better-husband-i-hate-to-admit-it-but-it-helped-71243</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/6abc1e49eb7225411267c397?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6abc1e49eb7225411267c397?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6abc1e49eb7225411267c397?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6abc1e49eb7225411267c397?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6abc1e49eb7225411267c397?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6abc1e49eb7225411267c397?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6abc1e49eb7225411267c397?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Couple taking selfie" 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>The author's hubby turned to ChatGPT for advice.</span> <span> <span e-name="image-source" itemprop="creditText">Courtesy of the author</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>My hubby is continually trying to develop &mdash; as a husband, dad, entrepreneur, and general fine person. Our marriage is by no method perfect, but we're the two continually consenting to comprehend all another out, activity through challenges together, and <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">troubleshoot solutions</a>.</p><p>But whenever he lately texted me following an disagreement alongside his "thoughts and plan" via a ChatGPT thread, I didn't cognize how to respond.</p><p>His immediate was brief, but honest and straightforward &mdash; <em>I'm sometimes short-tempered and end up saying item I shouldn't. I've recognized these six distinct scenarios as triggers... What are several tips and tricks I can use to not be so short?</em></p><p>I've peruse lots of articles concerning the "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">ChatGPT doctor</a>" and, through my PR activity supporting the two tech companies and behavioral health organizations, have discussed at dimension the concerns concerning <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">using AI</a> for things akin medicinal direction or therapy. But that wasn't what triggered me &mdash; it was that he was being stated an answer, cutting corners to evade analyzing individual missteps or thinking concerning what comes next. Instead, he hit act and received a 30-day "tone reset plan."</p><p>It fair irked me.</p><h2 id="0a152eff-f554-4e85-9582-b448f65b3155" data-toc-id="0a152eff-f554-4e85-9582-b448f65b3155"><strong>The copy changed my mind</strong></h2><p>Then I peruse through the conversation and, formerly I got former the boosted ego fluff giving him "respect for equal asking, as most men fair validate it," I started to see things a bit differently.</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/6abd14eaeb7225411267c807&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1440,&quot;aspectRatioH&quot;:1080}}' alt="Couple posing together"> </p></div> <span> <figcaption e-name="image-caption"> The author's hubby asked ChatGPT for association advice.&nbsp; <span e-name="image-source" itemprop="creditText"> Courtesy of the author </span> </figcaption> </span> </figure> <p>First was the mental breakdown of why he reacts the way he does. Because my <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">husband uses AI </a>for all facets of his existence &mdash; from individual branding to scheme assistance for his endeavor to tracking calories&mdash; it knows him fairly fine on a individual level.</p><p>It archetypal responded by touching on the fact that since he has conquer <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">heart surgeries</a>, fights as a young adult, and chaos, his nervous scheme is "wired for intensity," so his build flips into danger mode, and whenever that happens, he goes from "thoughtful husband/father to protector/defender in 0.2 seconds."</p><p>The emotion I had during study that rear was reminiscent of those triumphant 'aha' lightbulb moments I frequently get whenever our therapist goes profound and pulls item from the depths of our history, making a association I would never have idea of. Those are the moments that create the $150/hour cost tag so value it. Simply put, I hadn't analyzed his reactions to that degree prior, but it all made awareness to me.</p> <p>And then, ChatGPT told him what his brain hears in that moment&mdash;the translated versions of "I'm not being valued", "I'm losing control", or "Something bad is concerning to happen." When fear takes over, akin the possible concern of our kid being in danger, that naturally leads to combat or escape mode. That is all logistical, but my concentration was particularly sharpened whenever I idea concerning the archetypal part of the reply concerning not emotion valued.</p><p>Admittedly, that wasn't the archetypal period the theme was rearing its ugly head, and whether his reply was warranted or not, it was <em>me</em> who made him awareness undermined or overlooked in several way. ChatGPT made me obtain a good, difficult appearance in the mirror I wasn't prepared for.</p><h2 id="157f68d8-18a6-4007-a548-5b877b70a2f1" data-toc-id="157f68d8-18a6-4007-a548-5b877b70a2f1"><strong>The AI-crafted plan</strong></h2><p>Then it went on to interrupt downward the six particular triggers he identified, offering ways to react in all moment.</p><p>For example, whenever emotion disrespected, a productive way to react to get clarity and evade escalating the circumstance could arrive by saying: "Hey, that came off a small sharp. What did you mean?"</p><p>Following the particular examples and bigger image perspective concerning construction calm authority, ChatGPT offered to build him a 30-day plan, "something tactical you can run akin you would your short-term rental business." That one made me chuckle and cringe at the identical period &mdash; since he is so tactical and loves approaching scenarios as endeavor challenges. It knew exactly how to provision direction and direction in a way that resonated alongside him, and he did certainly petition the plan.</p><p>The "Tone Reset Protocol" was damaged into four phases: awareness, replacement, nervous scheme control, and leadership. The direction offered a blend of scripts, questions to ask himself, and particular actions to take. We really talked through these whenever we sat downward to conversation how to move forward.</p><h2 id="97d96830-9f76-4c0d-80b6-5519cdea1b16" data-toc-id="97d96830-9f76-4c0d-80b6-5519cdea1b16"><strong>Giving credit anywhere credit is due</strong></h2><p>Most men affection a resolution to a problem. They are fixers. But, akin all of us, sometimes it's difficult to cognize anywhere to commencement and how to move forward. What I appreciated is that there was an undertaking to acknowledge the problem, appearance inward to acknowledge base causes, and really ask for help. That's a flat of thoughtfulness that, whether learned or innate, is value celebrating.</p><p>So perchance it doesn't matter anywhere growth starts. If a conversation alongside ChatGPT strengthens my marriage, who am I to contend alongside that?</p> </div> <p> <h2> Read next </h2> </p>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/my-husband-used-chatgpt-to-become-a-better-husband-i-hate-to-admit-it-but-it-helped-71243</guid> <pubDate>Tue, 06 Oct 2026 13:05:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Liza Vilnits)]]></author> </item> <item> <title><![CDATA[AI agents don't always understand how companies work. This startup raised $5.2 million to solve that.]]></title> <description><![CDATA[AI agents don't always understand how companies work. This startup raised $5.2 million to solve that.. Zeroset has arrive out of stealth and raised $5.2 myriad to build models that provision AI agents a continually updated image of a company's operations.]]></description> <media:thumbnail url="https://i.insider.com/6aa11e20ec15fe2d3cf14f9d?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/ai-agents-don-t-always-understand-how-companies-work-this-startup-raised-5-2-million-to-solve-that-71244</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/6aa11ca2ec15fe2d3cf14f91?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6aa11ca2ec15fe2d3cf14f91?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Zeroset&#039;s founders" 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>Zeroset's founders started the business before this year.</span> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>AI agents are getting improved at completing tasks. But one startup says the digital assistants don't really comprehend how the companies they're operating for operate.</p><p>Now, Zeroset has arrive out of stealth and raised $5.2 myriad to build models that provision AI agents a continually updated image of a company's operations.</p><p>Zeroset's cofounder and CEO, Akshat Kannan, stated today's AI models have small cognition of the inner workings of an idiosyncratic endeavor since that data can be scattered throughout client association administration systems, ticketing, and inner docs. Nor are AI models typically trained on a company's proprietary data.</p><p>"Models off the rack have no understanding of the dynamics of how an endeavor really works," Kannan told Business Insider. "They have no understanding of how the activity gets done."</p><p>Zeroset's archetypal product, Nebula, connects to application a business already uses, including Microsoft 365, SharePoint, Outlook, Teams, GitHub, and office messaging tools. It afterward tracks how<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel=""> data and activity</a> throughout those systems alter complete time.</p><p>The idea is to provision <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">AI agents</a> additional than a heap of business documents to hunt through. Instead, it wants them to comprehend the sequence of events and decisions that create up a workflow so that it knows how akin cases were handled previously. It can afterward do that activity autonomously.</p><p>Zeroset was founded in January by Kannan, 18, who dropped out of Stanford this year, and William Zhang, 21, who dropped out of the University of Texas final twelvemonth to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">work on the startup</a>. The business is motionless in a closed investigation preview and volition increasingly develop admission to customers fairly than do a sole broad launch.</p><p>The business plans to merge a licence component alongside usage-based pricing that scales alongside the amount of data and delegate action operating through Nebula. Zeroset stated its first concentration is on enterprises and AI-native companies that deploy long-running agents in industries akin manufacturing, supply-chain operations, and financial research.</p><p>It indirectly competes alongside companies akin Mem0 and Zep, which are construction recollection infrastructure for AI agents.</p><p>Its $5.2 myriad pre-seed circular was co-led by Gradient and 2048 Ventures, alongside involvement from Leblon Capital. Gradient is a project chief prosperity founded by Google in 2017 that focuses on kernel and early-stage AI and device learning startups.</p><p>Zeroset has five workforce and plans to use its caller backing to employ researchers and systems engineers, prosperity first endeavor deployments, and pay for example training.</p><p>Kannan stated that training is one of its highest costs, and in one highest training run, it spent concerning $100,000 in two weeks.</p><p>Check out the 11-slide <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">pitch deck</a> it used to safe the prosperity injection:</p> <div data-component-type="post-slides" data-load-strategy="lazy"> <div> <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/6aa11ec4cc23a829a3b8f13c&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1500,&quot;aspectRatioH&quot;:844}}' alt="Zeroset 1"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figure> </div> <div> <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/6aa11ec6ec15fe2d3cf14f9f&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1500,&quot;aspectRatioH&quot;:844}}' alt="Zeroset 2"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figure> </div> <div> <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/6aa11ec7ec15fe2d3cf14fa0&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1500,&quot;aspectRatioH&quot;:844}}' alt="Zeroset 3"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figure> </div> <div> <figure 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data-srcs='//i.insider.com/6aa11ec89b8974787b1c9bc6&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1500,&quot;aspectRatioH&quot;:844}}' alt="Zeroset 10"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figure> </div> <div> <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/6aa11ec9cc23a829a3b8f142&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1500,&quot;aspectRatioH&quot;:844}}' alt="Zeroset 11"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Zeroset</span> </span> </figure> </div> </div> </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>Shuby is a elder newsman at Business Insider's Singapore bureau, anywhere she writes concerning tech, alongside a concentration on AI training and vibe-coding startups.She earlier interned for Bloomberg News and CNBC. She studied communications and endeavor at the National University of Singapore. In 2026, she won the Singapore Press Club Tech Journalism Award for her activity on the hidden individual disbursal of Meta's chatbot training program and an expos&eacute; on the dreary market for AI gig-work accounts.Have a tip? Contact her via email at sgoel@insider.com or on safe messaging app Signal at @shuby.85. We can keep sources anonymous.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/ai-agents-don-t-always-understand-how-companies-work-this-startup-raised-5-2-million-to-solve-that-71244</guid> <pubDate>Tue, 06 Oct 2026 13:01:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Shubhangi Goel)]]></author> </item> <item> <title><![CDATA[How To Structure A Full-Funnel Ecommerce Account For Q4]]></title> <description><![CDATA[How To Structure A Full-Funnel Ecommerce Account For Q4. Keep Google and Meta from exhausting your ecommerce prosperity on existing petition by backing prospecting and rebuilding client exclusions before Q4. The article How ...]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/how-to-structure-a-full-funnel-ecommerce-account-for-q4-71253</link> <content:encoded><![CDATA[<div class="sej-article-content gototop-pos "> <div class="sss2_sllo_o6"> </div> <div id="narrow-cont"><p>A full-funnel ecommerce setup is uncomplicated to put on a media scheme and difficult to keep in an ad account. Google and Meta all hand you one automated run category that claims to shield all stage, and all volition expend most of your prosperity at the base of the funnel, since that is anywhere conversions are cheapest.</p> <p>Which method the activity is not adding a run per stage. It is deciding what you exclude from the automated campaigns and what you prosperity upstream on purpose, since the bidder volition not go up there on its own.</p> <p>Black Friday is November 27. If you desire this to power it, you should commencement this now.</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/B8dp-8zVaZ0?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> <h2>Why Automated Campaigns Concentrate At The Bottom</h2> <p><a href="https://en.mycoding.id/category/business" target="_blank">Performance Max</a> and Meta’s Advantage+ campaigns are the two sold as covering the entire funnel. In a narrow awareness that is fair. They assist throughout surfaces and attain group at distinct stages.</p><div data-total="12" 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> <p>But the two are bidding toward a conversion target, and a conversion from person who has visited your location three times expenses a fraction of a conversion from person who has never heard of you. Give any bidder a sole effectiveness mark and no another instruction, and it volition buy the cheap conversions first. That is not a malfunction. It is the scheme doing what it is expected to do.</p> <p>Those bottom-funnel conversions are genuine and of way you have to be purchasing them. That’s not the problem. It is that whenever the automated campaigns assimilate the entire budget, nothing finances the top, so the document competes for petition that already exists alternatively of creating additional of it. Which raises the apparent question, what is driving awareness for the brand?</p> <p>Blended effectiveness volition not emblem any of this. It reports approximately the identical fig whether you grew the client basis or harvested it, which is how this runs for multiple quarters without anyone naming it. Then you’re in Q4, you shove additional prosperity into the identical campaigns, and the additional prosperity buys additional of the identical group at worse prices.</p><div data-total="12" 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><a href="https://en.mycoding.id/category/business" target="_blank">I wrote before this year</a> concerning pairing Performance Max alongside Standard Shopping to keep several authority complete anywhere prosperity lands. This is the identical disagreement throughout the two platforms at the document level.</p> <p><em>See also: <a href="https://en.mycoding.id/category/business" target="_blank">PPC Automation Layering: How Smart Advertisers Combine Automation With Strategy</a></em></p> <h2>Meta Removed Its Only Full-Funnel Lever</h2> <p>This is the alter most ecommerce advertisers have not adjusted to, and it is why the October activity matters additional this twelvemonth than last.</p> <p>Advantage+ Shopping campaigns used to contain an Existing Customer Budget Cap. You set a percent and Meta held expend on existing customers below it. It was the most helpful full-funnel authority Meta always shipped for ecommerce and it took no structural activity at all.</p> <p>Now that it’s gone, <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener">Meta’s Help Center lists the characteristic as no longer available</a>, alongside a note that you can motionless do the identical item manually. Advantage+ Shopping has itself been folded into Advantage+ Sales campaigns, which brought ad sets rear and added tradition spectators exclusions.</p><div data-total="12" 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>The capability motionless exists. Meta moved the activity out of a settings site and onto you to oversee it.</p> <h3>How To Rebuild The Existing Customer Cap</h3> <p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener">Meta’s documentation</a> describes two ways to replicate it, and they lawsuit distinct document sizes.</p> <p>The uncomplicated type is one manual revenue run that excludes tradition audiences representing your existing customers. That is the equal of the old cap set to zero percent. Everything in that run is prospecting by definition.</p> <p>The type we use on larger accounts is two ad sets. One targets existing customers and one targets broadly alongside those customers excluded. If you are operating Advantage+ run budget, use ad set spending limits to clasp the divided anywhere you desire it. That gives you the percent authority rear and adds item the old cap never allowed, which is operating distinct imaginative to all group.</p><div data-total="12" 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> <p>The logic most group have not done this yet is that nothing visibly bankrupt whenever the cap disappeared. Campaigns kept operating and ROAS kept reporting fine. The construction fair quietly stopped being a complete funnel.</p> <h2>Google Gives You The Lever, Switched Off</h2> <p>Google’s equal authority is the new client acquisition goal, and its issue is the reverse of Meta’s. It exists, it works, and plentifulness of accounts never rotate it on.</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener">According to Google Ads Help</a>, the goal runs in two modes. The archetypal bids higher for new customers during motionless serving existing ones and the second serves new customers only. It’s accessible on Performance Max, Search, and Demand Gen campaigns, which between them shield most of what an ecommerce document runs.</p> <p>How Google identifies a new client is what decides whether it plant or not. It uses either your former online acquisition conversion former or existing client lists you portion through Customer Match and tag in the acquisition panel of your conversions summary.</p><div data-total="12" id="SEJ_300x250_UnderPost_5-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="4" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_5" id="SEJ_300x250_UnderPost_5" class="sadslots"> </div> </div> </div> </div> <p>Left on conversion former alone, it plant from any acquisition data happens to live in the account, which on many sites is partial. Give it a genuine Customer Match catalog of your genuine buyers and it gets better. This is the highest-value part of what you’re study and group normally skip it since it requires person to export a client file.</p> <p>One constraint to cognize is that <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener">Google’s records notes</a> that Performance Max campaigns for shop goals are lone compatible alongside the new customers lone mode. If you run shop goals, the bid-higher choice is not accessible to you.</p> <p><em>See also: <a href="https://en.mycoding.id/category/business" target="_blank">Google’s Push For Data Strength Is Really A Push For Better Bidding</a></em></p> <h3>Which New Customer Mode To Pick</h3> <p>Bid higher for new customers is anywhere we commencement on nearly all account. It shifts the weighting during keeping run quantity intact, so you are not making a bet the document cannot assimilate in a fourth anywhere quantity matters.</p><div data-total="12" id="SEJ_300x250_UnderPost_6-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="5" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_6" id="SEJ_300x250_UnderPost_6" class="sadslots"> </div> </div> </div> </div> <p>New customers lone belongs on a run you have deliberately carved out as a prospecting vehicle, funded separately, and accepted to fairness on distinct numbers than your crop campaigns. Point it at your chief income controller in October and you volition expend the remainder of the fourth explaining the ROAS chart.</p> <h2>Exclusions Are The Real Full-Funnel Control</h2> <p>Both of those strategies are the identical idea, fair using distinct platforms. You aren’t adding chimney stages. You are taking the cheap conversions off the array inner particular campaigns, so that prosperity has location alternatively to go.</p> <p>The elimination catalog that does most of the activity in an ecommerce document is short:</p> <ul> <li>Purchasers in the final 30, 60, or 90 days, depending on your repurchase cycle.</li> <li>Your complete client file, uploaded, and refreshed fairly than uploaded formerly in 2024.</li> <li>Cart abandoners, if you run a distinct stream for them, so two campaigns are not bidding on the identical person.</li> <li>Brand terms, kept out of the campaigns you are judging on new client acquisition.</li> </ul><div data-total="12" id="SEJ_300x250_UnderPost_7-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="6" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_7" id="SEJ_300x250_UnderPost_7" class="sadslots"> </div> </div> </div> </div> <h3>What To Do About Brand Terms</h3> <p>That final one causes additional arguments than the remainder combined, so let me be clear, I am not saying brand traffic is liberated prosperity you would have collected anyway. If a competitor is bidding on your brand and you are not, you can endure that sale. That happens, it is measurable, and brands lean to study it expensively. Be protective and buy your brand conditions fair to create certain you don’t young female out on those uncomplicated income opportunities.</p> <p>The disagreement is not concerning whether brand is value buying. It is that brand is a distinct job alongside distinct economics. It converts beautifully, which method any run it touches looks excellent, and formerly it is folded into a run you are judging on new client acquisition you can no longer peruse either job clearly. Keep purchasing brand. Keep it in its own run so your prospecting numbers are telling you item concerning prospecting.</p><div data-total="12" id="SEJ_300x250_UnderPost_8-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="7" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_8" id="SEJ_300x250_UnderPost_8" class="sadslots"> </div> </div> </div> </div> <h2>Why This Work Has To Happen Now</h2> <p>There is a logic I am penning this now. Upper-funnel expend takes approximately six to eight weeks before it impacts revenue. People who encounter your brand for the archetypal period in October create up a meaningful portion of your November buyers. People who encounter you for the archetypal period on November 20 are mostly fair expensive.</p> <p>That is my study throughout the accounts we activity in, not a published benchmark, and your own lag depends on cost item and deliberation cycle. A $40 consumable moves faster than a $3,000 mattress. Pull your own period to conversion data before you obtain my range as gospel.</p> <p>What holds up throughout the accounts we run is the sequence of events. Prospecting funded in October pays out during Q4. Prospecting funded during Q4 mostly pays out in January, at holiday prices, which is the worst type of the trade.</p><div data-total="12" id="SEJ_300x250_UnderPost_9-parent" class="content-unit sss2_sllo_o6 mmh-90-wrap"> <div class="mmh-90-inner"> <div class="mmh-90 flex-aligner"> <div data-adnumber="8" data-middle="no" data-p-slot="SEJ_300x250_UnderPost" data-slot="SEJ_300x250_UnderPost/SEJ_300x250_UnderPost_9" id="SEJ_300x250_UnderPost_9" class="sadslots"> </div> </div> </div> </div> <p>The corollary matters fair as much. If you cut prospecting in November since the ROAS looks gentle next to your crop campaigns, you have not saved money. You have moved your December issue onward and called it efficiency.</p> <h2>The October Checklist</h2> <p>If you do nothing alternatively this month, do these five things in this order:</p> <ol> <li><strong>Export your client file</strong> and upload it as a Customer Match list. Label it in the acquisition panel of your conversions summary so Google can use it.</li> <li><strong>Turn on the new client acquisition goal</strong> in bid-higher manner on your Performance Max campaigns.</li> <li><strong>Rebuild the existing client cap</strong> on Meta using the two ad set construction alongside spending limits.</li> <li><strong>Audit your exclusions throughout the two platforms.</strong> Most accounts have old lists and at smallest one run nobody remembers building.</li> <li><strong>Set your <a href="https://en.mycoding.id/category/business" target="_blank">prospecting budget</a> as a fixed number</strong> fairly than a percent of any is remaining over. Percentages get cut archetypal whenever Q4 gets tense.</li> </ol> <p>None of this is difficult, it’s fair activity that everyone wants to put off. Next item you know, it’s December and you acknowledge how big of a error you made by not doing it sooner.</p> <h2>What I Would Not Do Right Now</h2> <p>Do not restructure your document in the final two weeks before Black Friday. Whatever you acquire in theoretical construction you provision rear in learning. If you are study this in mid-November, clasp what you have and fix it in January.</p> <p>Do not shove everything into new customers lone manner at formerly since an part told you prospecting matters. Move the weighting, observe two weeks, move it again.</p> <p>And do not fairness upstream campaigns on last-click ROAS. That’s a distinct conversation concerning measurement, and I am deliberately not having it here, since it is the disagreement that swallows all full-funnel conversation and leaves the genuine document untouched. Get the construction correct in October. Argue concerning attribution in January, whenever you have the two the data and the time.</p> <h2>Where To Start This Week</h2> <p>A full-funnel ecommerce document is not a diagram on a media plan. It is a set of exclusions, a client catalog person really keeps current, and a prospecting prosperity that survives communication alongside a nervous November. That prospecting row is your <a href="https://en.mycoding.id/category/business" target="_blank">awareness budget</a> whether anyone in the area calls it that or not, and no automated run is going to prosperity it for you. Google and Meta have the two spent the final two years moving those controls out of settings sectors and into activity you have to do yourself, and Meta retiring the Existing Customer Budget Cap is the clearest example to date.</p> <p>Pick one item off the checklist and do it this week. If you lone have period for one, upload the client list, since everything alternatively plant improved formerly the two platforms cognize who your customers already are.</p> <h2>Key Takeaways</h2> <ul> <li>Automated campaigns concentration expend anywhere conversions are cheapest, which is the base of the funnel. Those revenue are value buying. The issue is that nothing is remaining backing the top.</li> <li>Meta former the Existing Customer Budget Cap, so holding prosperity on new customers now takes run construction and exclusions you build yourself.</li> <li>Google’s new client acquisition goal does the identical job, but it is off by default and it plant improved on a Customer Match catalog than on conversion former alone.</li> <li>Upper-funnel prosperity has to go in before Q4, not during. October is the final duration it can power November revenue.</li> </ul> <p><strong>More Resources:</strong></p> <ul> <li><a href="https://en.mycoding.id/category/business" target="_blank" data-internal-link="true" data-more-resources="true">When To Say No To PMax: Strategic Use Cases For Standard Shopping Campaigns</a></li> <li><a href="https://en.mycoding.id/category/business" target="_blank" data-internal-link="true" data-more-resources="true">How To Build A ‘Feed-Only’ Performance Max Campaign</a></li> <li><a href="https://en.mycoding.id/category/business" target="_blank" data-internal-link="true" data-more-resources="true">Black Friday 2025: Tips To Boost Your Holiday PPC Performance (Get Ready Now)</a></li> </ul> <hr> <p><em>Featured Image: Roman Samborskyi/Shutterstock</em></p> </div> <div class="sej-sfaq sej-sfaq-list"> <h2 id="article-faq" class="sej-sfaq-title">FAQ</h2> <div class="qa"> <h3 id="article-faq-1" class="sej-sfaq-title-sub">What is a full-funnel ecommerce strategy?</h3> <p>A full-funnel ecommerce scheme finances and measures client acquisition at all stage, from group who have never heard of the brand through to reiterate buyers. In 2026 the applicable activity is small concerning construction a run per phase and additional concerning excluding existing customers from automated campaigns so prosperity has location upstream to go.</p> </div> <div class="qa"> <h3 id="article-faq-2" class="sej-sfaq-title-sub">Does Performance Max shield the complete chimney on its own?</h3> <p>Not by default. Performance Max serves throughout surfaces, but it bids toward the cheapest accessible conversion, which concentrates expend on existing and high-intent customers. Turning on the new client acquisition goal and feeding it a Customer Match catalog is what pushes it upstream.</p> <p> </p> </div> <div class="qa"> <h3 id="article-faq-3" class="sej-sfaq-title-sub">Is the existing client prosperity cap motionless accessible on Meta?</h3> <p>No. Meta’s Help Center lists the characteristic as no longer available. The identical consequence can be rebuilt alongside a manual run that excludes existing client audiences, or alongside two ad sets and ad set spending limits.</p> <p> </p> </div> <div class="qa"> <h3 id="article-faq-4" class="sej-sfaq-title-sub">Should I halt bidding on my own brand terms?</h3> <p>No. If a competitor bids on your brand and you do not, you can endure that transaction to them. Keep purchasing brand terms. Run them in their own run fairly than inner a run you are judging on new client acquisition, so brand achievement does not obscure how prospecting is really doing.</p> </div> <div class="qa"> <h3 id="article-faq-5" class="sej-sfaq-title-sub">How much of my prosperity should go to prospecting?</h3> <p>There is no sole accurate split, and anyone offering one without seeing your repurchase charge is guessing. What matters additional than the figure is that it is a fixed prosperity fairly than a leftover, and that it goes in before Q4 fairly than during.</p> </div> </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">Ecommerce</a> <a href="https://en.mycoding.id/category/business" target="_blank">Paid Media Strategy</a> <a href="https://en.mycoding.id/category/business" target="_blank">PPC</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/how-to-structure-a-full-funnel-ecommerce-account-for-q4-71253</guid> <pubDate>Tue, 06 Oct 2026 13:00:36 +0700</pubDate> <author><![CDATA[support@mycoding.id (Tony Adam)]]></author> </item> <item> <title><![CDATA[Ray Dalio predicts a debt crisis within 3 years as we're 'approaching our limits']]></title> <description><![CDATA[Ray Dalio predicts a debt crisis within 3 years as we're 'approaching our limits'. Ray Dalio stated that soaring involvement payments on the national debt are squeezing out another spending, and he sees cracks in another credit markets.]]></description> <media:thumbnail url="https://i.insider.com/6ac4dc16f66e1154bdfa3709?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/ray-dalio-predicts-a-debt-crisis-within-3-years-as-we-re-approaching-our-limits-71245</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/6ac4dba3225e4c4a50a3844d?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac4dba3225e4c4a50a3844d?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Ray Dalio" 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>Ray Dalio is bracing for a debt crisis.</span> <span> <span e-name="image-source" itemprop="creditText">Jemal Countess/Getty Images for TIME</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>Ray Dalio says the US is careening toward a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">debt crisis</a> before the end of this decade.</p><p>The billionaire capitalist stated in a Bloomberg Television discussion on Tuesday that he <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">anticipates</a> a debt emergency "within the next three years," or by the autumn of 2029.</p><p>The author of "How Countries Go Broke" and originator of hedge-fund behemoth Bridgewater Associates stated the measure of the national debt&nbsp;and the&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">rate at which it's growing</a>&nbsp;mean we're "approaching our limits."</p><p>US debt <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">breached</a> the $40 trillion grade in August, representing an inflation-adjusted addition of additional than $10 trillion, or complete 33%, since 2019.</p><p>Dalio stated that this trajectory is unsustainable since of the soaring disbursal of servicing the debt. Those involvement payments <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">exceed $1 trillion</a> a twelvemonth or nearly one-fifth of the national budget, leaving small prosperity for Social Security, healthcare, defense, education, and another priorities.</p><p>"When debts accumulate faster than they're paid back, afterward debt assistance expenses grow," he said. "That becomes a higher and higher percent of one's prosperity flow. And whenever that happens, it starts to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">squeeze out spending</a>. And so afterward you have a problem."</p><p>Dalio additionally underscored that geopolitical tensions have tempered another countries' petition for US debt. Moreover, the AI surge has rotate into "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">heavily debt-financed</a>," which threatens to tighten credit in riskier categories specified as car loans, he said.</p><p>The Wall Street seasoned warned that trend could <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">feed tensions</a> complete the prosperity gap, as "the group who have small get squeezed the most in that part of the cycle."</p><p>Dalio stated he's seeing equal AI hyperscalers "begin to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">encounter issues</a>" alongside accessing credit, and he's "starting to see those limits being hit."</p> <p>He suggested that AI companies are <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">overinvesting</a> to justify they're rivalrous in an uncertain forthcoming market, possibly inflating a tech bubble.</p><p>He added that bubbles burst whenever group need cash, for example, if they need to repay loans or pay a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">wealth tax</a>, and that's a event to "keep an eye on."</p><p>Dalio has been <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">sounding the alarm</a> on a debt emergency for years. He's described rising debt as an "aggressive cancer," and stated it "accumulates akin plaque" on a financial scheme and threatens to logic a "heart attack" for the US economy.</p><p>He's additionally stated the debt danger has blended alongside governmental division and abroad wars to form a "<a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">perfect storm</a>," and he feels akin he's "on a container headed to rocks."</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>Theron Mohamed is a London-based equal on the International squad at Business Insider. His safety spans finance, investing, wealth, markets, and the economy.</span><span>Theron joined BI in 2019 as a newsman at Markets Insider and rosy to the position of equal before moving to the Trending squad afterward the broader International team. He&nbsp;previously covered tech, media, and telecom stocks for Investors Chronicle mag and had a concise stint on the Financial Times' Data team. He interned at the Wall Street Journal in New York anywhere he chiefly wrote for Heard on the Street.</span><span>Theron has freelanced for The Independent, The Telegraph, WIRED, and multiple smaller publications. He holds an undergraduate flat in earth discipline from the London School of Economics, and a master's flat in reporting from Columbia University.</span><span>Theron frequently covers Warren Buffett, Michael Burry, and another choose investors. He additionally writes concerning the world's wealthiest group and shares financial direction from all manner of affluent and prosperous people.</span><span>Email Theron at <a href="https://en.mycoding.id/category/business" target="_blank">tmohamed@businessinsider.com</a> and prosecute him on X <a href="https://en.mycoding.id/category/business" target="_blank">@theron_mohamed</a>.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/ray-dalio-predicts-a-debt-crisis-within-3-years-as-we-re-approaching-our-limits-71245</guid> <pubDate>Tue, 06 Oct 2026 13:00:31 +0700</pubDate> <author><![CDATA[support@mycoding.id (Theron Mohamed)]]></author> </item> <item> <title><![CDATA[AI agents for digital marketing: How to scale campaign execution without scaling headcount]]></title> <description><![CDATA[AI agents for digital marketing: How to scale campaign execution without scaling headcount. Digital promotion is among the most process-intensive functions in marketing, and AI agents for digital promotion are changing how teams grip that load. Ever...]]></description> <media:thumbnail url="https://www.hubspot.com/hubfs/ai-agents-for-digital-marketing-1-20260919-2751328.webp"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/ai-agents-for-digital-marketing-how-to-scale-campaign-execution-without-scaling-headcount-71237</link> <content:encoded><![CDATA[<div> <p><span id="hs_cos_wrapper_post_body" data-hs-cos-general-type="meta_field" data-hs-cos-type="rich_text"><p>Digital promotion is among the most process-intensive functions in marketing, and AI agents for digital promotion are changing how teams grip that load. Every run involves the identical sequence of tasks. Building audiences, environment up nurture sequences, penning follow-ups, and monitoring achievement all have to happen all time, throughout all channel.</p> <p><span id="hs-cta-wrapper-05ea94a6-06a8-47e9-841d-a65a84c72426"><span id="hs-cta-05ea94a6-06a8-47e9-841d-a65a84c72426"><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener"><img id="hs-cta-img-05ea94a6-06a8-47e9-841d-a65a84c72426" height="58" width="338" src="https://no-cache.hubspot.com/cta/default/53/05ea94a6-06a8-47e9-841d-a65a84c72426.png" alt=" Free AI Agents Guide"></a></span></span><br>The manual type of run implementation does not scale. As campaigns multiply and conduit complexity increases, the gap between what the squad can execute and what the scheme calls for grows. The answer is rarely additional headcount. It is smarter automation.</p> <p>AI agents grip repetitive implementation tasks specified as spectators building, sequence setup, and achievement monitoring. That gives promotion teams additional period for the activity that requires individual judgment.</p> <p><strong>Table of Contents</strong></p> <ul> <li><a href="https://en.mycoding.id/category/business" target="_blank">What AI Agents Actually Do for Marketing Teams</a></li> <li><a href="https://en.mycoding.id/category/business" target="_blank">Shifting Execution Load So Strategy Can Scale</a></li> </ul> <a id="what-ai-agents-actually-do-for-marketing-teams" data-hs-anchor="true"></a> <h2>What AI Agents Actually Do for Marketing Teams</h2> <p>AI agents are application programs that plan, decide, and act throughout multiple steps to complete a goal without waiting for direction at all stage. Traditional automation executes a fixed sequence. An AI delegate interprets context, adapts to new information, and coordinates throughout tools independently. For promotion teams, that difference matters.</p> <p>Three capabilities define how AI agents really alter promotion execution.</p> <h3>Automate run workflows from trigger to follow-up without manual upkeep.</h3> <p>A well-designed run workflow has a lot of moving parts. Enrollment triggers, email sequences, delay steps, and branch logic all have to be configured before a run can launch. Keeping them operating as conditions alter takes equal additional time.</p> <p>When campaigns necessitate changeless manual notice to remain accurate, they consume period that could be spent construction new campaigns. The squad ends up in care manner alternatively of launching the next campaign.</p> <p><img src="https://www.hubspot.com/hubfs/ai-agents-for-digital-marketing-2-20260919-9972620.webp" loading="lazy" alt="Breeze AI aide interface showing Q4 Playbook run scheme alongside chief goal, mark metrics, persona, segments, channels, and spirit settings"></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank"><em>Source</em></a></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot&rsquo;s run agent</a> builds, launches, and manages run workflows according to defined parameters. It handles enrollment logic, sequence timing, and follow-up branching without requiring manual updates for all variation. <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Agent Hub</a> keeps the underlying implementation accordant so the squad can concentration on scheme and creative.</p> <p>Campaign automation must archetypal grip workflow mechanics specified as enrollment logic and sequence timing. Campaign effectiveness at measure additionally depends on whether the messages inner those workflows are applicable to the group receiving them.</p> <h3>Personalize outreach at measure using CRM data and AI.</h3> <p>Personalization in digital promotion normally method inserting a archetypal name and a business name. Real personalization adjusts messaging according to anywhere a communication is in the purchasing journey, what they have busy with, and what their behavior suggests concerning intent. That is harder to create at scale.</p> <p>Writing segment-specific variations of all email, for all stage, for all run is time-consuming. Most teams end up alongside one or two versions of a communication alternatively of the five or six that would meaningfully enhance conversion. Not since they do not cognize better, but since capability runs out.</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot&rsquo;s nurture agent</a> uses CRM data and behavioral signals to create and deploy personalized outreach at scale. <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Breeze Assistant</a> drafts messaging variations according to segment, stage, and involvement former &mdash; so applicable satisfied goes out without manually penning all version.</p> <p><img src="https://www.hubspot.com/hubfs/ai-agents-for-digital-marketing-3-20260919-9156270.webp" loading="lazy" alt="Automated email preview showing personalized outreach alongside communication data sources panel displaying archetypal name, job role, company, and action fields"></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank"><em>Source</em></a></p> <p>The effectiveness of personalized campaigns depends on data norm and accuracy. Teams that capture achievement issues first are the ones that can course-correct before the issue compounds.</p> <h3>Surface run achievement issues before they rotate into problems.</h3> <p>Campaign achievement reporting normally happens on a weekly cadence, or whenever person notices item is off. By the period a deliverability problem, a low-converting sequence, or an underperforming ad surfaces in a report, it has already affected results.</p> <p>Monitoring run achievement manually throughout multiple channels, audiences, and stages method issues can go undetected for days. The disbursal extends beyond missed conversions to contain damage to catalog health, sender reputation, and pipeline.</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Breeze Assistant</a> monitors run achievement signals and surfaces anomalies early, including open charge drops, click-through declines, and sequence disengagement. Teams get an first alert alternatively of a post-mortem.</p> <p>The campaigns a squad could be operating are constricted by the period it takes to set them up and keep them running. AI agents change that constraint by handling the implementation activity that has continually been a tax on their time.</p> <a id="shifting-execution-load-so-strategy-can-scale" data-hs-anchor="true"></a> <h2>Shifting Execution Load So Strategy Can Scale</h2> <p>Digital promotion teams rarely run out of ideas. They run out of period to execute them. Campaigns stall, personalization gets cut, and achievement issues go undetected. Not since the squad lacks skill, but since there are lone so many hours in the day.</p> <p>AI agents for digital promotion change that constraint by handling the implementation activity that does not necessitate individual judgment. HubSpot&rsquo;s run agent, nurture agent, and Breeze Assistant provision promotion teams a way to run additional campaigns, personalize at scale, and capture issues first without adding headcount. The outcome is additional period for the imaginative and strategic activity that really moves the needle.</p> </span></p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/ai-agents-for-digital-marketing-how-to-scale-campaign-execution-without-scaling-headcount-71237</guid> <pubDate>Tue, 06 Oct 2026 13:00:06 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hubspot Staff)]]></author> </item> <item> <title><![CDATA[AEO for outreach: How to earn citations and placements that build AI visibility]]></title> <description><![CDATA[AEO for outreach: How to earn citations and placements that build AI visibility. Link-building and satisfied outreach were built for hunt engines. Domain authority, anchor text, and referring domains were the signals that moved hunt rankin...]]></description> <media:thumbnail url="https://www.hubspot.com/hubfs/AEO%20for%20outreach.png"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/aeo-for-outreach-how-to-earn-citations-and-placements-that-build-ai-visibility-71238</link> <content:encoded><![CDATA[<div> <p><span id="hs_cos_wrapper_post_body" data-hs-cos-general-type="meta_field" data-hs-cos-type="rich_text"><p>Link-building and satisfied outreach were built for hunt engines. Domain authority, anchor text, and referring domains were the signals that moved hunt rankings, and they translated immediately into an SEO playbook you could run at scale. Answer engines don&rsquo;t activity the identical way.</p> <p><span id="hs-cta-wrapper-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><span id="hs-cta-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener"><img id="hs-cta-img-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18" height="58" width="335" src="https://no-cache.hubspot.com/cta/default/53/9dd5e54b-fbef-4dd0-bc44-1689feb1ea18.png" alt="Get Started alongside HubSpot&#039;s AEO Tool"></a></span></span></p> <p>Content the answer motor treats as authoritative and applicable for a particular query gets cited in an AI answer, not continually satisfied alongside the most backlinks. And the publications that acquire that care aren&rsquo;t continually the ones you&rsquo;ve been targeting.</p> <p>Running outreach for AI visibility method knowing which publications and channels really run citations, and construction your targeting about that indication alternatively of traditional nexus metrics.</p> <h2>Identify which third-party channels and publications run answer motor citations.</h2> <p>Answer engines drag from a distinct set of sources, including forums, assessment sites, editorial outlets, and community platforms. Many of these sources may not overlap alongside your current outreach list. And not all publish that links to you becomes a citation.</p> <p>If you&rsquo;re optimizing outreach targets according to domain authority and traffic, you may be earning placements that don&rsquo;t move your AI visibility. Manual outreach takes genuine period and effort, so spending it on the incorrect targets compounds the cost.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=1701&amp;height=768&amp;name=AEO-for-outreach-2-20260919-4760864.webp" width="567" height="256" loading="lazy" alt="aeo for outreach, HubSpot AEO Citation Analysis" srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=284&amp;height=128&amp;name=AEO-for-outreach-2-20260919-4760864.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=567&amp;height=256&amp;name=AEO-for-outreach-2-20260919-4760864.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=851&amp;height=384&amp;name=AEO-for-outreach-2-20260919-4760864.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=1134&amp;height=512&amp;name=AEO-for-outreach-2-20260919-4760864.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=1418&amp;height=640&amp;name=AEO-for-outreach-2-20260919-4760864.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-outreach-2-20260919-4760864.webp?width=1701&amp;height=768&amp;name=AEO-for-outreach-2-20260919-4760864.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a>&lsquo;s Citation Analysis shows you which sources are currently driving your brand&rsquo;s appearances in AI answer engines. You can see the particular publications, community platforms, and satisfied types that are being cited, and use that data to build an outreach mark catalog aligned alongside genuine citation patterns.</p> <p>Once you cognize which channels run citations, the next stage is prioritizing your outreach targets according to their demonstrated effect on AI visibility.</p> <h2>Prioritize outreach targets according to their power on AI visibility.</h2> <p>Outreach bandwidth is finite. When you have additional possible targets than capability to prosecute them, prioritization matters, and a mark catalog built about citation power looks distinct from one built about traffic or nexus metrics.</p> <p>Without data on which publications are influencing AI results in your category, prioritization defaults to intuition or historic norms. That method attempt goes toward targets that awareness correct fairly than the ones that move visibility.</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a>&lsquo;s Recommendations exterior particular outreach opportunities tied to your current citation gaps and visibility data. You can see which types of satisfied and categories of sources are underrepresented in your citation profile, and build your outreach calendar about decision those gaps.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp" width="567" height="306" loading="lazy" alt="AEO for outreach, HubSpot AEO Recommendations " srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=284&amp;height=153&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=567&amp;height=306&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=851&amp;height=459&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1134&amp;height=612&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1418&amp;height=765&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p>Prioritizing the correct targets is lone helpful if you can track whether the placements you acquire are moving your visibility score.</p> <h2>Track how earned placements move your brand visibility mark complete time.</h2> <p>Outreach ROI has continually been difficult to measure. Teams expend period securing coverage, but the consequence on promotion metrics is frequently indirect. AEO offers a additional straightforward feedback loop: placements that create citations display up in your visibility data.</p> <p>Without a way to nexus particular placements to changes in your AI visibility score, it&rsquo;s difficult to cognize which outreach efforts are operating or to enhance your targeting complete time. The data exists, but lone if your tracking infrastructure captures it.</p> <p>HubSpot AEO&rsquo;s Brand Visibility Dashboard tracks your brand visibility score, portion of voice, and citations complete time. As you act on outreach recommendations, you can track whether your citation overview is shifting, giving you a feedback iteration that sharpens your targeting alongside all cycle.</p> <p>Outreach for AI visibility is a sharper type of what your squad is apt already doing. The publications exist, and the citation signals are measurable. The genuine activity is in knowing which placements to prosecute and whether they&rsquo;re landing.</p> </span></p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/aeo-for-outreach-how-to-earn-citations-and-placements-that-build-ai-visibility-71238</guid> <pubDate>Tue, 06 Oct 2026 13:00:05 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hubspot Staff)]]></author> </item> <item> <title><![CDATA[AEO for content marketers: How to capture awareness and drive revenue with content]]></title> <description><![CDATA[AEO for content marketers: How to capture awareness and drive revenue with content. Content marketers are used to publishing consistently, earning trust, and measuring how satisfied contributes to demand. But now, buyers additionally do their investigation in...]]></description> <media:thumbnail url="https://www.hubspot.com/hubfs/AEO-for-Content-Marketers-1-20260921-8548131-1.webp"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/aeo-for-content-marketers-how-to-capture-awareness-and-drive-revenue-with-content-71239</link> <content:encoded><![CDATA[<div> <p><span id="hs_cos_wrapper_post_body" data-hs-cos-general-type="meta_field" data-hs-cos-type="rich_text"><p>Content marketers are used to publishing consistently, earning trust, and measuring how satisfied contributes to demand. But now, buyers additionally do their investigation in AI assistants and answer engines, sometimes without clicking through to a website.&nbsp;</p> <p><span id="hs-cta-wrapper-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><span id="hs-cta-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener"><img id="hs-cta-img-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18" height="58" width="335" src="https://no-cache.hubspot.com/cta/default/53/9dd5e54b-fbef-4dd0-bc44-1689feb1ea18.png" alt="Get Started alongside HubSpot&#039;s AEO Tool"></a></span></span></p> <p>That changes what satisfied teams need to measure, since it&rsquo;s no longer adequate to cognize whether a leaf ranks. Content teams additionally need to cognize if their brand appears in AI-generated answers, which sources those answers cite, and what happens whenever AI-referred visitors attain their site.</p> <p>For satisfied marketers, answer motor optimization (AEO) builds on acquainted work: comprehend what your spectators is asking, create helpful satisfied that answers those questions, and measure the results.</p> <h2>Start by tracking anywhere your brand appears in AI results.</h2> <p>Start alongside a baseline that answers three questions:</p> <ul> <li>Which answer engines citation your brand for prompts that are applicable to your category?</li> <li>How do those answers depict your brand?</li> <li>Where do competitors appear whenever your brand doesn&rsquo;t?</li> </ul> <p>Without that baseline, it&rsquo;s difficult to inform which topics need notice or whether your changes are improving visibility.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1701&amp;height=1206&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp" width="567" height="402" loading="lazy" alt="aeo for brand marketing, HubSpot AEO brand visibility score" srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=284&amp;height=201&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=567&amp;height=402&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=851&amp;height=603&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1134&amp;height=804&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1418&amp;height=1005&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1701&amp;height=1206&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> gives you a brand visibility mark throughout ChatGPT, Gemini, and Perplexity, alongside alongside prompt-level tracking and competitor comparisons. Track prompts that indicate questions your mark spectators power ask, assessment the responses, and see anywhere competitors appear instead.</p> <h2>Use AEO recommendations to prioritize satisfied opportunities.</h2> <p>Strong AEO satisfied starts alongside acquainted fundamentals: Answer a genuine inquiry clearly, create the data uncomplicated to find, and keep it current. AEO adds a feedback iteration by showing which sources answer engines are citing for your tracked prompts.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp" width="567" height="306" loading="lazy" alt="AEO for satisfied marketers, HubSpot AEO recommendations " srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=284&amp;height=153&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=567&amp;height=306&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=851&amp;height=459&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1134&amp;height=612&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1418&amp;height=765&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p>The recommendations tab in HubSpot AEO uses citation patterns throughout tracked prompts to acknowledge and prioritize satisfied opportunities. With <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Marketing Hub</a> Professional and Enterprise, you can act on AEO recommendations immediately inner HubSpot&rsquo;s satisfied tools without switching platforms.</p> <p>According to HubSpot&rsquo;s data, customers actively optimizing for AI hunt create <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">170% more</a> promotion qualified leads than comparable customers that aren&rsquo;t.</p> <p>The next stage is measuring whether AI visibility and AI-referred traffic contribute to demand.</p> <h2>Measure AI referral traffic alongside pipeline.</h2> <p>AI visibility and AI referral traffic aren&rsquo;t the identical things. Suppose a buyer sees your brand in an AI answer but doesn&rsquo;t click; that visibility is harder to trait directly. When a buyer does click through from an AI assistant, HubSpot can categorize that traffic under AI Referrals.</p> <p>HubSpot&rsquo;s Original and Latest Traffic Source properties can display AI Referrals for contacts, and connected deals can mirror those origin properties. For teams using <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">AEO in Marketing Hub</a> Professional or Enterprise, AEO data additionally sits alongside run metrics, making it easier to measure visibility activity alongside downstream demand.</p> <p>For satisfied marketers, that creates a applicable measure loop: Track anywhere your brand appears, use citation data to decide what to create or update, and detect AI-referred traffic alongside the remainder of your promotion performance.</p> <p>Ready to see anywhere your brand appears in AI search? Explore <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> and get prioritized recommendations for improving visibility.</p> </span></p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/aeo-for-content-marketers-how-to-capture-awareness-and-drive-revenue-with-content-71239</guid> <pubDate>Tue, 06 Oct 2026 13:00:04 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hubspot Staff)]]></author> </item> <item> <title><![CDATA[AEO for SEO: How to maintain search visibility as buyers move to answer engines]]></title> <description><![CDATA[AEO for SEO: How to maintain search visibility as buyers move to answer engines. Search motor optimization (SEO) teams have lengthy used rankings, integrated traffic, and conversions to comprehend how group discover and affect alongside content. Those si...]]></description> <media:thumbnail url="https://www.hubspot.com/hubfs/AEO-for-SEO-1-20260919-3373718.webp"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/aeo-for-seo-how-to-maintain-search-visibility-as-buyers-move-to-answer-engines-71241</link> <content:encoded><![CDATA[<div> <p><span id="hs_cos_wrapper_post_body" data-hs-cos-general-type="meta_field" data-hs-cos-type="rich_text"><p>Search motor optimization (SEO) teams have lengthy used rankings, integrated traffic, and conversions to comprehend how group discover and affect alongside content. Those signals motionless matter, but they don&rsquo;t display whether a brand appears in AI-generated answers.</p> <p><span id="hs-cta-wrapper-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><span id="hs-cta-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener"><img id="hs-cta-img-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18" height="58" width="335" src="https://no-cache.hubspot.com/cta/default/53/9dd5e54b-fbef-4dd0-bc44-1689feb1ea18.png" alt="Get Started alongside HubSpot&#039;s AEO Tool"></a></span></span></p> <p>Buyers can additionally use ChatGPT, Gemini, and Perplexity to investigation software, difference vendors, and acknowledge category leaders. When an answer motor summarizes the results, a buyer may not attain a traditional hunt results page.</p> <p>Answer motor optimization (AEO) adds another tier of measure and optimization. SEO teams can use <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> to track visibility and citations throughout answer engines and act on recommendations informed by citation patterns. HubSpot&rsquo;s traffic-source properties can afterward assistance teams measure contacts and connected deals whose origin is classified as AI Referrals.</p> <h2>Start by tracking anywhere your brand appears in answer engines.</h2> <p>Before you optimize for answer engines, established a baseline: which engines citation your brand, which tracked prompts exterior it, how its visibility compares alongside competitors, and which sources the engines cite.</p> <p>Traditional hunt metrics cannot answer those questions. For instance, a leaf can position fine in Google during a competitor appears additional frequently in AI answers for the prompts you track. Looking at the two datasets gives you a fuller perspective of hunt visibility.</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> reports a brand visibility score: the percent of analyzed answers throughout tracked prompts in which your brand appears. Prompt tracking lets you assessment the exact responses returned by ChatGPT, Gemini, and Perplexity. Citation reports display which pages and domains the engines reference.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=1701&amp;height=1089&amp;name=AEO-for-SEO-2-20260919-3646720.webp" width="567" height="363" loading="lazy" alt="AEO for SEO, HubSpot AEO immediate tracking " srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=284&amp;height=182&amp;name=AEO-for-SEO-2-20260919-3646720.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=567&amp;height=363&amp;name=AEO-for-SEO-2-20260919-3646720.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=851&amp;height=545&amp;name=AEO-for-SEO-2-20260919-3646720.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=1134&amp;height=726&amp;name=AEO-for-SEO-2-20260919-3646720.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=1418&amp;height=908&amp;name=AEO-for-SEO-2-20260919-3646720.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-SEO-2-20260919-3646720.webp?width=1701&amp;height=1089&amp;name=AEO-for-SEO-2-20260919-3646720.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p>HubSpot runs tracked prompts daily, so assessment results throughout multiple days or weeks before evaluating a trend or example conclusions. Once you have a baseline, use citation data to decide which satisfied to create or update.</p> <h2>Identify which satisfied earns citations and optimize it for AEO.</h2> <p>Answer engines citation satisfied from multiple origin types, including owned sites, competitors, industry publications, social platforms, and user-generated content. Looking at those patterns helps SEO teams see which domains, pages, channels, and satisfied types power answers for their tracked prompts.</p> <p>For a squad alongside a ample satisfied library, checking all immediate and answer motor manually can be dilatory and inconsistent. A centralized citation perspective makes it easier to difference pages that execute fine in traditional hunt alongside pages that appear in AI answers.</p> <p>In HubSpot AEO, the Citations tab shows top domains and pages, compares owned citation rates alongside competitors, and groups citations by satisfied category and channel. The <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Recommendations tab</a> uses citation patterns and site-audit findings to propose prioritized actions, specified as creating or updating owned content, publishing social content, or following outreach.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp" width="567" height="306" loading="lazy" alt="AEO for SEO, HubSpot AEO recommendations" srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=284&amp;height=153&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=567&amp;height=306&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=851&amp;height=459&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1134&amp;height=612&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1418&amp;height=765&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p>Use those recommendations to prioritize work, afterward detect citation and visibility trends throughout multiple inspection cycles. Next, difference AI referral outcomes alongside another traffic sources.</p> <h2>Connect AEO achievement to leads and pipeline.</h2> <p>AEO visibility and citation metrics display how your brand appears in AI answers. On their own, they don't display whether that visibility contributes to leads or pipeline. To measure endeavor outcomes, brace AEO reporting alongside HubSpot&rsquo;s traffic-source and CRM data.</p> <p>HubSpot categorizes visits from recognized AI platforms as AI Referrals in the Original Traffic Source and Latest Traffic Source properties. The archetypal traffic-source drill-down asset identifies the referring AI platform. Associated companies and deals mirror their contacts' origin properties, so teams can display records or build reports to difference AI-referred contacts and deals alongside another sources.</p> <p>Treat these datasets as complementary. AEO reports on tracked prompts, visibility, and citations. Traffic-source properties document visits that click through from recognized AI platforms. Because the tools measure distinct events, don&rsquo;t treat an AEO citation or citation solitary as evidence that it caused a particular deal.</p> <p>HubSpot inner data shows that AEO customers create 2.6x additional leads. Use that benchmark as context, afterward track whether gains in your visibility and citation safety coincide alongside additional AI-referred contacts and deals in your own account.</p> <p>SEO teams should build AEO into their custom fairly than treat it as a one-time reply to changes in search. Establishing baselines and measure now gives teams the evidence they need whenever guidance stops asking &ldquo;Should we allocate in AEO?&rdquo; and starts asking &ldquo;Why didn&rsquo;t we commencement sooner?&rdquo;</p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">Explore HubSpot AEO</a> to see anywhere your brand appears in AI answers and get prioritized recommendations for improving visibility.</p> </span></p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/aeo-for-seo-how-to-maintain-search-visibility-as-buyers-move-to-answer-engines-71241</guid> <pubDate>Tue, 06 Oct 2026 13:00:03 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hubspot Staff)]]></author> </item> <item> <title><![CDATA[AEO for founders: How to get your brand in front of AI-assisted buyers without a marketing team]]></title> <description><![CDATA[AEO for founders: How to get your brand in front of AI-assisted buyers without a marketing team. As a founder, your notice is on pipeline, retention, and the next 90 days fairly than how AI engines depict your company. But your buyers are already askin...]]></description> <media:thumbnail url="https://www.hubspot.com/hubfs/AEO-for-Founders-1-20260919-9152848-2.webp"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/aeo-for-founders-how-to-get-your-brand-in-front-of-ai-assisted-buyers-without-a-marketing-team-71240</link> <content:encoded><![CDATA[<div> <p><span id="hs_cos_wrapper_post_body" data-hs-cos-general-type="meta_field" data-hs-cos-type="rich_text"><p>As a founder, your notice is on pipeline, retention, and the next 90 days fairly than how AI engines depict your company. But your buyers are already asking AI which vendors to regard &mdash; including you.</p> <p><span id="hs-cta-wrapper-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><span id="hs-cta-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18"><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener"><img id="hs-cta-img-9dd5e54b-fbef-4dd0-bc44-1689feb1ea18" height="58" width="335" src="https://no-cache.hubspot.com/cta/default/53/9dd5e54b-fbef-4dd0-bc44-1689feb1ea18.png" alt="Get Started alongside HubSpot&#039;s AEO Tool"></a></span></span></p> <p>The founders who disregard their AI-generated brand clarification are betting that their competitors are ignoring it too. As buyer behavior continues to change toward AI-first research, that assumption is getting riskier.</p> <p>Getting your brand in forefront of AI-assisted buyers comes downward to two things: knowing anywhere you stand, and making a few targeted moves.</p> <h2>Start by getting a apparent image of anywhere your brand stands in answer engines.</h2> <p>Before you can enhance your AI visibility, you need to cognize what it really looks akin correct now. Most founders assume their brand shows up in AI results since they position fine in search. But the two aren&rsquo;t the same. Answer engines citation distinct sources and build answers alternatively than hunt results pages.</p> <p>Operating without visibility into how your brand appears in AI answers method you don&rsquo;t cognize whether buyers researching your category are seeing your name, a competitor&rsquo;s, or nothing at all. That doubt makes it difficult to cognize whether AEO deserves attention.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1701&amp;height=1206&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp" width="567" height="402" loading="lazy" alt="AEO for founders, HubSpot AEO brand visibility mark " srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=284&amp;height=201&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=567&amp;height=402&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=851&amp;height=603&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1134&amp;height=804&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1418&amp;height=1005&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-2-20260919-4451880.webp?width=1701&amp;height=1206&amp;name=AEO-for-brand-marketing-2-20260919-4451880.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p><a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> surfaces your AI visibility score, portion of voice, and citations in a Brand Visibility Dashboard you can inspect without SEO ability or previous AEO knowledge. You get a baseline for anywhere your brand stands: what it&rsquo;s being cited for, which competitors are outranking you in AI answers, and anywhere the gaps are.</p> <p>AEO customers create 82% additional deals, according to HubSpot inner data.</p> <p>Once you have a baseline, the next stage is knowing what to do concerning it, without needing to employ anyone to do it for you.</p> <h2>Act on AEO recommendations without needing a promotion squad or agency.</h2> <p>Acting on AEO method knowing which satisfied gaps to close, which sources to target, and what changes are apt to move the needle. The gap between knowing your AI visibility mark and doing item concerning it is anywhere many founders stall. That cognition normally lives alongside a specialist.</p> <p><img src="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp" width="567" height="306" loading="lazy" alt="AEO for founders, HubSpot AEO satisfied recommendations " srcset="https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=284&amp;height=153&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 284w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=567&amp;height=306&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 567w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=851&amp;height=459&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 851w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1134&amp;height=612&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1134w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1418&amp;height=765&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1418w, https://www.hubspot.com/hs-fs/hubfs/AEO-for-brand-marketing-3-20260919-8343173.webp?width=1701&amp;height=918&amp;name=AEO-for-brand-marketing-3-20260919-8343173.webp 1701w" sizes=" 567px) 100vw, 567px"></p> <p>A clear, prioritized catalog of actions is key to moving the needle on AI visibility. <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot AEO</a> surfaces prioritized recommendations tied to your current visibility gaps: satisfied to create, pages to update, and sources to pursue. You can act on those recommendations yourself or hand them off to a author without a scheme consultation in between.</p> <h2>Connect AEO action to leads and deals in your CRM.</h2> <p>AEO is a guide generation channel, not fair a brand awareness exercise for founders. Your AI visibility activity is lone paying off if it&rsquo;s showing up in your pipeline as contacts, conversations, and deals.</p> <p>Without a way to nexus AEO metrics to CRM data, you&rsquo;re managing two distinct pictures of your business: one that shows promotion signals and one that shows revenue. That disconnect makes it difficult to cognize whether the period you&rsquo;re spending on AEO is value it.</p> <p>HubSpot AEO is connected to <a href="https://en.mycoding.id/category/business" target="_blank" rel="noopener" target="_blank">HubSpot Smart CRM</a> and satisfied tools, so the recommendations it surfaces &mdash; satisfied to create, pages to update, sources to prosecute &mdash; are informed by what HubSpot already knows concerning your customers and prospects. That method your AEO scheme starts from your genuine endeavor context, not generic industry templates.</p> <p>For founders, AEO doesn&rsquo;t need to be a distinct discipline. It fair needs to nexus to the activity you&rsquo;re already doing in your CRM. Buyers are already using AI to investigation vendors. Are they finding you?</p> </span></p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/aeo-for-founders-how-to-get-your-brand-in-front-of-ai-assisted-buyers-without-a-marketing-team-71240</guid> <pubDate>Tue, 06 Oct 2026 13:00:03 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hubspot Staff)]]></author> </item> <item> <title><![CDATA[This robotics startup raised $75 million to automate drug manufacturing. See the pitch deck.]]></title> <description><![CDATA[This robotics startup raised $75 million to automate drug manufacturing. See the pitch deck.. A robotics startup raised $75 myriad to automate manufacturing for complex medicines. See the throw phase it used.]]></description> <media:thumbnail url="https://i.insider.com/6ac41bbd225e4c4a50a38278?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/this-robotics-startup-raised-75-million-to-automate-drug-manufacturing-see-the-pitch-deck-71246</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/6ac4148cd4357587843b99b5?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac4148cd4357587843b99b5?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac4148cd4357587843b99b5?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac4148cd4357587843b99b5?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac4148cd4357587843b99b5?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac4148cd4357587843b99b5?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac4148cd4357587843b99b5?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Multiply Labs CEO Fred Parietti" 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>Multiply Labs CEO Fred Parietti</span> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>AI can assistance <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">discover new medicines</a>, but making them is another story. Multiply Labs, a robotics startup based in San Francisco, wants to resolve that.</p><p>The company, which builds robots for manufacturing complex drugs, announced on Tuesday that it raised $75 myriad in a Series B backing round, bringing its total backing to additional than $100 myriad since its founding in 2016. The circular was led by NantWorks, a holding business founded by billionaire <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Patrick Soon-Shiong</a>. Other investors contain <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">AstraZeneca</a>, a Multiply customer, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Lux Capital</a>, and <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Founders Fund</a>.</p><p>"Someone has to create the drugs," Multiply CEO Fred Parietti told Business Insider. The company's office, which I visited this summer, is a ample storage in the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Dogpatch neighborhood</a> of San Francisco. Its robot is a large, lengthy box packed alongside test tubes and robotic arms.</p><p>The circular comes as investors <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">pour prosperity into "physical AI"</a> &mdash; AI systems that act in the genuine world. Multiply has deployed its machines alongside a small collection of customers. That method the business is motionless early, and its next test is whether it can rotate a small figure of expensive, extremely specialized machines into a scalable manufacturing business. Today, all robot expenses multiple myriad dollars to build and relies on a provision sequence dispersed throughout Europe.</p><p>Multiply automates the manufacturing of cistron therapies and mRNA treatments, which are motionless mostly made manually in laboratories. Production is slow, difficult to scale, and susceptible to individual error and contamination. Manufacturing several cistron therapies can disbursal additional than $1 myriad per dose, according to a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel="">2025 investigation paper.</a></p><p>"The lone way to hit throughput, cost, and norm is alongside robotics," stated Parietti. "It must disbursal not akin a house, but akin a car. So from millions [of dollars] to tens of thousands."</p><p>Drugmakers specified as AstraZeneca and Legend Biotech acquisition Multiply's robots and run them at their own facilities. Multiply additionally makes prosperity from cartridges used in the machines and from assistance and support. Parietti wouldn't say exactly how many machines Multiply has deployed, but stated it's a "high single-digit number."</p><p>See the throw phase Multiply used to lift $75 myriad below.</p> <div data-component-type="post-slides" data-load-strategy="lazy"> <div> <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/6ac41511f66e1154bdfa3517&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1938,&quot;aspectRatioH&quot;:1086}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41526f66e1154bdfa351a&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1916,&quot;aspectRatioH&quot;:1088}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41536225e4c4a50a3823e&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1914,&quot;aspectRatioH&quot;:1092}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41579f66e1154bdfa3520&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1594,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41589d4357587843b99c3&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:888}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac4159dd4357587843b99c5&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1594,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac415bd225e4c4a50a38247&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1596,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac415f1f66e1154bdfa3526&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1588,&quot;aspectRatioH&quot;:890}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41603d4357587843b99c9&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1594,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac4161ad4357587843b99ca&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1588,&quot;aspectRatioH&quot;:894}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac41687225e4c4a50a38250&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1590,&quot;aspectRatioH&quot;:894}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416a0225e4c4a50a38252&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1594,&quot;aspectRatioH&quot;:896}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416b2d4357587843b99d2&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416c5f66e1154bdfa352d&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1590,&quot;aspectRatioH&quot;:894}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416d7225e4c4a50a38253&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:896}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416e8d4357587843b99d5&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:892}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac416fcd4357587843b99d6&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:894}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> </div> <div> <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/6ac4170cd4357587843b99d7&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:1592,&quot;aspectRatioH&quot;:890}}' alt="Multiply Labs throw deck"> </p></div> <span> <span e-name="image-source" itemprop="creditText">Multiply Labs</span> </span> </figure> <p><em>Have a tip? Contact Rya Jetha via email at </em><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow"><em>rjetha@businessinsider.com</em></a><em> or Signal at rjetha.07. Use a individual email location and a nonwork device; </em><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}'><em>here's our guide</em></a><em> to sharing data securely.</em></p> </div> </div> </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>Rya is a elder newsman at Business Insider covering bodily AI and robotics. She writes concerning factory automation, humanoid robots, and the competition to collect the real-world data needed to bring AI into the bodily world.&nbsp;</span><span>She earlier worked at The San Francisco Standard, anywhere she reported on tech civilization and autonomous vehicles. She has a bachelor&rsquo;s flat from Pomona College and a master&rsquo;s from the University of Cambridge.&nbsp;</span><span>Rya lives in San Francisco. Contact her at <a href="https://en.mycoding.id/category/business" target="_blank">rjetha@businessinsider.com</a> or on Signal at rjetha.07. Use a individual email address, a nonwork WiFi network, and a nonwork device.<a href="https://en.mycoding.id/category/business" target="_blank">&nbsp;Here's our guide to sharing data securely</a>.</span><span></span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/this-robotics-startup-raised-75-million-to-automate-drug-manufacturing-see-the-pitch-deck-71246</guid> <pubDate>Tue, 06 Oct 2026 13:00:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Rya Jetha)]]></author> </item> <item> <title><![CDATA[Release of Polars 2.0]]></title> <description><![CDATA[Release of Polars 2.0. Comments]]></description> <media:thumbnail url="https://pola.rs/polars_2.0.0.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/release-of-polars-2-0-71247</link> <content:encoded><![CDATA[<div> <div> <div> <p>Today we are shipping Polars 2.0. In the before notice article we went through the rationale of the type bump. This article we volition conversation what features 2.0 brings. Even although we didn&rsquo;t average to create it a big characteristic release, it motionless packs a lot to get enthousiastic about.</p> <p>Let&rsquo;s go through the highlights of this release:</p> <ul> <li>our first type of out-of-core (spill-to-disk) assistance is enabled,</li> <li>a lot of extremely center achievement improvements,</li> <li>first category SQL support, which together alongside the achievement improvements has <strong>Polars foremost DataFusion and DuckDB in TPC-H and TPC-DS<sup><a href="https://en.mycoding.id/category/technology" target="_blank" id="user-content-fnref-1" data-footnote-ref="" aria-describedby="footnote-label">1</a></sup> benchmarks</strong>,</li> <li>a new Map dtype, and</li> <li>stricter Polars on dtypes and explicitness, foremost to faster feedback, and faster AI iteration.</li> </ul> <h2 id="performance-and-sql-as-a-first-class-citizen">Performance and SQL as a archetypal category citizen</h2> <p>Polars 2.0 volition be the marking item anywhere we volition treat SQL as archetypal category citizen. Polars SQL safety has risen dramatically complete final few months. We cognize we have been construction a firm motor for the final brace of years. In Polars 2.0, we desire to allow that to additional workloads, including SQL. To create this performant, we shipped many improvements to our optimizer and engine. The highlights current associate reordering, much improved common-subplan-elimination and energetic predicates/bloom filters.</p> <p>To see how we execute on representative SQL benchmarks, we ran Polars SQL on data derived from TPC-H and TPC-DS<sup><a href="https://en.mycoding.id/category/technology" target="_blank" id="user-content-fnref-1-2" data-footnote-ref="" aria-describedby="footnote-label">1</a></sup> and ran it against the latest DuckDB publish (1.5.6), DuckDB 2.0 alpha (2.0.0.dev2610011535) and the latest DataFusion publish (54.0.0) on a c7a.4xlarge (16 vCPUs, 32GB RAM) and a c7a.metal (192 vCPUs, 384GB RAM). Every query ran 5 times in a hot setting, alongside a distinct procedure per query and a 60 second timeout. The document cache was cleared between all engine/benchmark (not between queries). For all query we obtain the finest of the 5 runs, and we difference engines on the two the sum and the geometric average of those query times.</p> <p>The data is generated alongside tpcgen-cli parquet compiled from origin on commit 99bedae. We looked at the default row-group sizes of tpcgen-cli and confirmed they are approximately akin to what Polars scan_csv piped through sink_parquet and Duckdb COPY produce. The SQL queries were generated alongside DuckDB 1.5.6&rsquo;s tpch_queries() and tpcds_queries(). The data was stored on EBS.</p> <p>The charts below display the runtime of all motor in seconds (lower is better), divided by machine.</p> <p><strong>c7a.4xlarge (16 vCPUs, 32 GB)</strong></p> <p><strong>c7a.metal (192 vCPUs, 384 GB)</strong></p> <p>Polars and the two DuckDB versions completed all queries. DataFusion timed out on TPC-DS q72 (and formerly on q67) and ran out of recollection on TPC-H q18 on c7a.4xlarge; those queries are excluded from the results complete for all engines.</p> <p>We detect that default Polars is fastest on all but one benchmarks. Polars has a changeless overhead whenever we measure to 192 threads, which hurts small data queries. In fact we see that Polars constricted to 32 cores is rivalrous or winning in all benchmarks. We have diagnosed the logic on our end and volition hopefully fix this issue in the next release. More data on the benchmarks can be established in the <a href="https://en.mycoding.id/category/technology" target="_blank">appendix</a>. We advance you to replicate our results and have shared a repository for this benchmark here: <a href="https://en.mycoding.id/category/technology" target="_blank">https://github.com/pola-rs/polars-2.0-benchmark</a>.</p> <h2 id="streaming-engine-and-ooc-as-default">Streaming motor and OOC as default</h2> <p>This is the among the biggest effect changes of 2.0. Calling collect on a LazyFrame volition now default to the streaming engine, foremost to enormous recollection and achievement improvements on most queries. The logic this required a important type bump is that the streaming motor doesn&rsquo;t justify row-order by default for certain operations (join, group_by, unpivot, etc.). If you necessitate observable row-order in those operations, you can opt in to that by environment maintain_order=True.</p> <p>Out-of-core (spill to disk) is now enabled by default. It starts spilling at ~80% of RAM (this may need tuning). Operations that assistance out-of-core at this instant (sort, opening functions, many expressions) can now commencement spilling to disk to complete a query. The default disk prosperity is 64GB. In the coming period we volition allow out-of-core for joins and group-by&rsquo;s as well.</p> <p>These two changes volition create Polars much additional resillient in high-memory workloads for informal data practicioners. And alongside out-of-core associate and group-by on our roadmap, this resilience volition enhance equal more.</p> <h2 id="new-map-datatype">New Map datatype</h2> <p>Polars now supports the Arrow MapType immediately as a Polars Map dtype. You can think of a Map as a Python dictionary, mapping keys to values. Before 2.0 the Arrow MapType was peruse in Polars as List(Struct({"key": ..., "value": ...})).</p> <pre tabindex="0" data-language="python"><span><span>df </span><span>=</span><span> pl</span><span>.</span><span>DataFrame</span><span>(</span></span> <span><span> {</span></span> <span><span> "user"</span><span>: [</span><span>"alice"</span><span>, </span><span>"bob"</span><span>, </span><span>"carol"</span><span>],</span></span> <span><span> "scores"</span><span>: pl.</span><span>Series</span><span>(</span></span> <span><span> [{</span><span>"math"</span><span>: </span><span>90</span><span>, </span><span>"art"</span><span>: </span><span>75</span><span>}, {</span><span>"math"</span><span>: </span><span>60</span><span>}, {}],</span></span> <span><span> dtype</span><span>=</span><span>pl.</span><span>Map</span><span>(pl.String, pl.Int64),</span></span> <span><span> ),</span></span> <span><span> "subject"</span><span>: [</span><span>"art"</span><span>, </span><span>"art"</span><span>, </span><span>"math"</span><span>],</span></span> <span><span> }</span></span> <span><span>)</span></span></pre> <pre tabindex="0" data-language="plaintext"><span><span>shape: (3, 3)</span></span> <span><span>&#9484;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9488;</span></span> <span><span>&#9474; person &#9478; scores &#9478; topic &#9474;</span></span> <span><span>&#9474; --- &#9478; --- &#9478; --- &#9474;</span></span> <span><span>&#9474; str &#9478; map[str, i64] &#9478; str &#9474;</span></span> <span><span>&#9566;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9569;</span></span> <span><span>&#9474; alice &#9478; {"math": 90, "art": 75} &#9478; art &#9474;</span></span> <span><span>&#9474; bob &#9478; {"math": 60} &#9478; art &#9474;</span></span> <span><span>&#9474; carol &#9478; {} &#9478; math &#9474;</span></span> <span><span>&#9492;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9496;</span></span></pre> <pre tabindex="0" data-language="python"><span><span># Key lookups and dictionary-like methods:</span></span> <span><span>df</span><span>.</span><span>select</span><span>(</span></span> <span><span> "user"</span><span>,</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>get</span><span>(</span><span>"math"</span><span>).</span><span>alias</span><span>(</span><span>"math"</span><span>), </span><span># fixed key</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>get</span><span>(pl.</span><span>col</span><span>(</span><span>"subject"</span><span>)).</span><span>alias</span><span>(</span><span>"by_subject"</span><span>), </span><span># key from another column</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>contains_key</span><span>(</span><span>"art"</span><span>).</span><span>alias</span><span>(</span><span>"has_art"</span><span>),</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>len</span><span>().</span><span>alias</span><span>(</span><span>"n"</span><span>),</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>keys</span><span>().</span><span>alias</span><span>(</span><span>"keys"</span><span>),</span></span> <span><span> pl.</span><span>col</span><span>(</span><span>"scores"</span><span>).map.</span><span>values</span><span>().</span><span>alias</span><span>(</span><span>"values"</span><span>),</span></span> <span><span>)</span></span></pre> <pre tabindex="0" data-language="plaintext"><span><span>&#9484;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9516;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9488;</span></span> <span><span>&#9474; person &#9478; math &#9478; by_subject &#9478; has_art &#9478; n &#9478; keys &#9478; values &#9474;</span></span> <span><span>&#9474; --- &#9478; --- &#9478; --- &#9478; --- &#9478; --- &#9478; --- &#9478; --- &#9474;</span></span> <span><span>&#9474; str &#9478; i64 &#9478; i64 &#9478; bool &#9478; u32 &#9478; list[str] &#9478; list[i64] &#9474;</span></span> <span><span>&#9566;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9578;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9552;&#9569;</span></span> <span><span>&#9474; alice &#9478; 90 &#9478; 75 &#9478; true &#9478; 2 &#9478; ["math", "art"] &#9478; [90, 75] &#9474;</span></span> <span><span>&#9474; bob &#9478; 60 &#9478; null &#9478; false &#9478; 1 &#9478; ["math"] &#9478; [60] &#9474;</span></span> <span><span>&#9474; carol &#9478; null &#9478; null &#9478; false &#9478; 0 &#9478; [] &#9478; [] &#9474;</span></span> <span><span>&#9492;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9524;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9472;&#9496;</span></span></pre> <p>As a supported dtype, the map category volition now have dedicated expressions, akin key lookups, repeat complete values and another dictionary akin methods.</p> <h2 id="stricter-polars">Stricter Polars</h2> <p>Polars aims to be strict and neglect fast. Errors should ideally lift up-front, not 20 minutes into a pipeline. Implicit behavior on data-mismatches have to be opt-in, not a default, since those mismatches can conceal bugs. This strictness has rotate into equal additional precious alongside the increase of AI-driven development. Agents can validate a query&rsquo;s construction first by calling collect_schema(), which resolves types and catches schema-level mismatches without materializing any data. This ensures accelerated feedback, definition agents and humans can iterate faster. Not all errors can be caught during compilation of the query plan, several depend on data. In these cases Polars defaults to stricter behavior to justify inconsistencies are caught alternatively of silently producing distinct results. See <a href="https://en.mycoding.id/category/technology" target="_blank">previous posts</a>) alongside several examples in anywhere Polars has gotten additional strict.</p> <h2 id="last-words">Last words</h2> <p>We are extremely enthusiastic that Polars 2.0 is out. Coming months we&rsquo;ll enhance on the highway were in. Better out-of-core, improved scaling at ample CPU-counts and on Polars Cloud we aim to be the fastest distributed motor available. We additionally started operating on GeoPolars and anticipation to provision additional news on this soon. If you discover any issue alongside our new release, delight open an issue: <a href="https://en.mycoding.id/category/technology" target="_blank">https://github.com/pola-rs/polars/issues</a>. And finally, to assistance you alongside upgrading to 2.0, we have posted <a href="https://en.mycoding.id/category/technology" target="_blank">migration guide</a>.</p> <h2 id="benchmark-appendix">Benchmark Appendix</h2> <p>The complete numbers (in seconds) are below. The bold figure is the fastest motor in all row; the darker the shading, the slower an motor is compared to the fastest. Polars alongside 32 threads was lone run on c7a.metal.</p> <p><strong>Sum of query times</strong></p> <p><strong>Geometric average of query times</strong></p> <p>Polars additionally scales fine alongside additional cores on larger data. Moving from 16 to 192 vCPUs at SF100 makes Polars 3.8x faster on TPC-H and 2.2x faster on TPC-DS (by sum), compared to 3.2x and 1.9x for DuckDB 1.5.6, 2.2x and 1.5x for the DuckDB 2.0 alpha, and 1.7x and 1.0x for DataFusion. At SF10 the additional cores don&rsquo;t assistance Polars alongside its default settings: it is likewise accelerated on TPC-H and 1.8x slower on TPC-DS, during DuckDB 1.5.6 motionless gets 1.8x and 1.3x faster. Polars alongside 32 threads lone ran on the c7a.metal, so it is not part of this comparison.</p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/release-of-polars-2-0-71247</guid> <pubDate>Tue, 06 Oct 2026 12:59:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Final Phase Of Google September 2026 Spam Update Rollout Oct 4-6?]]></title> <description><![CDATA[Final Phase Of Google September 2026 Spam Update Rollout Oct 4-6?. I accept we are seeing the final phase of the Google September 2026 Spam update rolling out between October 4th and October 6th, today. The update have to be do...]]></description> <media:thumbnail url="https://images.seroundtable.com/google-space-invader-spam-update-ytjkWviI.jpg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/final-phase-of-google-september-2026-spam-update-rollout-oct-4-6-71232</link> <content:encoded><![CDATA[<div class="order-4 order-4 text-lg"> <p><img src="https://images.seroundtable.com/google-space-invader-spam-update-ytjkWviI.jpg" alt="Google Space Invader Spam Update"></p><p>I accept we are seeing the final phase of the <a href="https://en.mycoding.id/category/business" target="_blank">Google September 2026 spam update</a> rolling out between October 4th and October 6th, today. The update have to be done any day now, so there may be another spike in volatility, but I doubtful this is it - we are beautiful much done alongside this spam update.</p><p>As a reminder, the <a href="https://en.mycoding.id/category/business" target="_blank">Google September 2026 spam update</a> on Thursday, September 24th. We most apt saw the <a href="https://en.mycoding.id/category/business" target="_blank">first motion of sites getting hit</a> on September 25th, 26th and into the 27th. Then things cooled a bit, but it heated rear up on <a href="https://en.mycoding.id/category/business" target="_blank">September 30th</a>. Now we are seeing it warmth rear up about October 4th, through today, October 6th.</p><p>Google told us this spam update is distinct from the former three spam updates in that the rollout volition be about two weeks, versus the representative two-day rollout. So we anticipate multiple cycles for this spam update, alongside impacts on a day or two or three during the two weeks, and afterward another effect on a distinct set of days. So I think we are seeing the third spike in volatility now.</p><p></p><h2>Google Tracking Tools</h2><p>Here are what the tools are showing in aggregate:</p><p></p><div class="ser-volatility-graph"> <p> <div class="flex items-center justify-between mb-4"> <h2 class="text-black"> <i class="fa fa-regular text-primary"><svg xmlns="http://www.w3.org/2000/svg" viewbox="0 0 512 512"><path fill="currentColor" d="M48 56c0-13.3-10.7-24-24-24S0 42.7 0 56L0 400c0 44.2 35.8 80 80 80l408 0c13.3 0 24-10.7 24-24s-10.7-24-24-24L80 432c-17.7 0-32-14.3-32-32L48 56zM473 169c9.4-9.4 9.4-24.6 0-33.9s-24.6-9.4-33.9 0l-119 119-79-79c-9.4-9.4-24.6-9.4-33.9 0L103 279c-9.4 9.4-9.4 24.6 0 33.9s24.6 9.4 33.9 0l87-87 79 79c9.4 9.4 24.6 9.4 33.9 0L473 169z"></path></svg></i> Google Volatility Chart </h2> </div></p><p> </p><div class="flex flex-wrap gap-2 mb-4"> </div><p> </p><p> </p><div class="mt-4 mb-4"> <h2 class="text-white mb-2">Data Sources</h2> <div class="flex flex-wrap gap-x-4 gap-y-1"> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">AccuRanker</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Algoroo</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">AWR</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">CognitiveSEO</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">DataForSEO</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Mangools</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Mozcast</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">SEMRush</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Serpstat</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">SimilarWeb</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Sistrix</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Wincher</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Wireboard</a> <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank" rel="noopener noreferrer" class="underline text-sm">Zutrix</a> </div> </div> </div><p> Here are the idiosyncratic tools - several didn't update but most did:</p><p><a href="https://en.mycoding.id/category/business" target="_blank">SEMRush</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/semrush-2026-10-06-lg.png?v=1791280825" alt="SEMRush"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">AWR</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/awr-2026-10-06-lg.png?v=1791280850" alt="AWR"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Mozcast</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/mozcast-2026-09-30-lg.png?v=1790864330" alt="Mozcast"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Wincher</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/wincher-2026-10-05-lg.png?v=1791194441" alt="Wincher"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Serpstat</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/serpstat-2026-10-05-lg.png?v=1791280887" alt="Serpstat"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Wireboard</a> - this study shows the total of the tools complete and parcels them on one chart: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/wireboard-2026-10-06-lg.png?v=1791280857" alt="Wireboard"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Zutrix Tension</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/zutrix-tension-2026-10-06-lg.png?v=1791280866" alt="Zutrix Tension"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">AccuRanker Grump</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/accuranker-grump-2026-10-05-lg.png?v=1791280841" alt="AccuRanker Grump"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">DataForSEO SERP Volatility</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/dataforseo-serp-volatility-2026-09-09-lg.png?v=1789034536" alt="DataForSEO SERP Volatility"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Mangools SERPWatcher</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/mangools-serpwatcher-2026-09-30-lg.png?v=1790864309" alt="Mangools SERPWatcher"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">CognitiveSEO</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/cognitiveseo-2026-10-05-lg.png?v=1791280902" alt="CognitiveSEO"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">SimilarWeb</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/similarweb-2026-10-06-lg.png?v=1791280912" alt="SimilarWeb"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Algoroo</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/algoroo-2026-10-06-lg.png?v=1791280875" alt="Algoroo"></a></p><p><a href="https://en.mycoding.id/category/business" target="_blank">Sistrix</a>: <a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/volatility/sistrix-2026-10-06-lg.png?v=1791280892" alt="Sistrix"></a></p><p></p><p></p><h2>SEO Chatter</h2><p>There is several constricted chatter current and on <a href="https://en.mycoding.id/category/business" target="_blank">WebmasterWorld</a>, current are several quotes:</p><p></p><blockquote>Total refuse today, seems akin it's either coming to an end or perchance in several new phase.</blockquote><p></p><blockquote>My traffic from hunt and Google Discover has plummeted day ago, and alternatively of users from my own country, the website is getting readers from China—where they don't conversation my language! Awesome.</blockquote><p></p><blockquote>Discover traffic is picking up again.</blockquote><p></p><blockquote>As expected, this update is a joke. Spam is increasing, and norm results are becoming harder to find. Discover keeps giving these concise and teasing spikes. Google News is fair filled alongside complete garbage, particularly those cheap AI translations that you place immediately since the grammar is totally broken. I really anticipation this rollout wraps up shortly so this nonsense eventually settles down. At this point, I am hearing the exact identical complaints from all corner: traffic is extremely bad and income is tanking. I am seeing it firsthand too since my news site’s earnings are currently downward 80%. While the shop is bringing in satisfactory revenue, it is motionless nowhere near its genuine potential.</blockquote><p>What are you all seeing?</p><p>Forum conversation at <a href="https://en.mycoding.id/category/business" target="_blank">WebmasterWorld</a>.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/final-phase-of-google-september-2026-spam-update-rollout-oct-4-6-71232</guid> <pubDate>Tue, 06 Oct 2026 12:55:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz))]]></author> </item> <item> <title><![CDATA[Updated Google Maps Policy: What Merchants Can't Post In Listings Or Posts]]></title> <description><![CDATA[Updated Google Maps Policy: What Merchants Can't Post In Listings Or Posts. Google has updated the Google Maps and Business Profiles Prohibited &amp; restricted satisfied policy's promotion and inducement division to catalog what merchant...]]></description> <media:thumbnail url="https://images.seroundtable.com/google-retail-store-corner-pxddPy9Q.jpg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/updated-google-maps-policy-what-merchants-can-t-post-in-listings-or-posts-71233</link> <content:encoded><![CDATA[<div class="order-4 order-4 text-lg"> <p><img src="https://images.seroundtable.com/google-retail-store-corner-pxddPy9Q.jpg" alt="Google Retail Store Corner"></p><p>Google has updated the Google Maps and Business Profiles Prohibited &amp; restricted satisfied policy's promotion and inducement division to catalog what merchants and endeavor owners cannot article on their listings and posts.</p><p>Google updated the <a href="https://en.mycoding.id/category/business" target="_blank">advertising and inducement section</a> to develop what is included in what is prohibited in that section.</p><p>It now says:</p><p></p><blockquote>Contributions to Google Maps should indicate genuine experiences or define a business's imperishable identity. This helps users detect listings and ensures the phase remains dependable fairly than a marketplace. Therefore, don't article satisfied for promotion or inducement purposes.</blockquote><p>Google afterward added a "For merchants" division that lists what you cannot article in the listing and in the posts:</p><p></p><ul><li>In the listing: Promotional or business satisfied that contains any of the following: Time-bound promotions, pricing, or straightforward calls-to-action.</li> <li>In posts: Email addresses, phone numbers, social media links, or links to another websites in your posts that are not connected to your business. Offers and updates that may be seen as promotional or business satisfied are alternatively permitted in posts.</li></ul><p>This was spotted by Hiroko Imai who posted screenshots on <a href="https://en.mycoding.id/category/business" target="_blank">LinkedIn</a> of the before and after:</p><p>Before:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/old-policy-jvU71CAK.jpg" alt="Old Policy"></a></p><p>After:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/new-policy-VRp98Hq2.jpg" alt="New Policy"></a></p><p>Forum conversation at <a href="https://en.mycoding.id/category/business" target="_blank">LinkedIn</a>.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/updated-google-maps-policy-what-merchants-can-t-post-in-listings-or-posts-71233</guid> <pubDate>Tue, 06 Oct 2026 12:51:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz))]]></author> </item> <item> <title><![CDATA[JetBrains reported a net financial loss first time in its tracked history]]></title> <description><![CDATA[JetBrains reported a net financial loss first time in its tracked history. Comments]]></description> <media:thumbnail url="https://www.helgilibrary.com/opengraph-image"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/jetbrains-reported-a-net-financial-loss-first-time-in-its-tracked-history-71248</link> <content:encoded><![CDATA[<div><h2>Company facts</h2><p>Official nameJetBrains s.r.o.</p><p>HeadquartersPraha, Czechia</p><p>Founded<span>2002</span></p><p>Reports inCZK mil &middot; Czech GAAP</p><p>Statements<span data-testid="facts-statements">Standalone 2005&ndash;2025</span></p><p>Registration no.<span>26502275</span></p><p>SourcesCzech endeavor enroll (Sb&iacute;rka listin), idiosyncratic financial statements</p><p>Figures are the company's own (unconsolidated) statutory statements submitted alongside the Czech endeavor register, peruse from the filings and converted from CZK thousands to CZK millions. Years known lone from the related pillar of the following filing are included.</p>History (2)<ul><li><span>2005&ndash;today</span><span><span>Accounting currency:</span> CZK<span> &middot; Czech endeavor enroll filings</span></span></li><li><span>2005&ndash;today</span><span><span>Accounting standard:</span> Czech GAAP<span> &middot; Czech endeavor enroll filings</span></span></li></ul></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/jetbrains-reported-a-net-financial-loss-first-time-in-its-tracked-history-71248</guid> <pubDate>Tue, 06 Oct 2026 12:45:55 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Google Search Generative AI Control Page Adds Top-Level Domain Details]]></title> <description><![CDATA[Google Search Generative AI Control Page Adds Top-Level Domain Details. Google has added data to the Search generative AI authority leaf in Search Console concerning whenever a kid asset overrides the genitor environment for AI controls...]]></description> <media:thumbnail url="https://images.seroundtable.com/google-generative-ai-controls-setting-x40WD12S.png"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/google-search-generative-ai-control-page-adds-top-level-domain-details-71234</link> <content:encoded><![CDATA[<div class="order-4 order-4 text-lg"> <p><img src="https://images.seroundtable.com/google-search-chat-boxes-kP1fdsIe.jpg" alt="Google Search Chat Boxes"></p><p>Google has added data to the <a href="https://en.mycoding.id/category/business" target="_blank">Search generative AI authority page</a> in Search Console concerning whenever a kid asset overrides the genitor environment for AI controls. As a reminder, these controls are now <a href="https://en.mycoding.id/category/business" target="_blank">globally available</a>.</p><p>Google updated the <a href="https://en.mycoding.id/category/business" target="_blank">deep dive</a> <a href="https://en.mycoding.id/category/business" target="_blank">help document</a> on the newish Search generative AI authority characteristic in Google Search Console alongside this information.</p><p>Google added this line:</p><p></p><blockquote>Owners of the top-level domain asset volition see a notification on the Search generative AI authority leaf whenever one of their kid properties overrides the genitor setting.</blockquote><p>Here is a screenshot of what satisfied was added:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/google-generative-ai-controls-doc-update-n74ef0oA.png" alt="Google Generative Ai Controls Doc Update"></a></p><p>Here is the authority itself; I do not have a screenshot of the notification:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/google-generative-ai-controls-setting-x40WD12S.png" alt="Google Generative Ai Controls Setting"></a></p><p>Forum conversation at <a href="https://en.mycoding.id/category/business" target="_blank">X</a>.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/google-search-generative-ai-control-page-adds-top-level-domain-details-71234</guid> <pubDate>Tue, 06 Oct 2026 12:41:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz))]]></author> </item> <item> <title><![CDATA[World's First enhanced geothermal power plant completed in just 23 months]]></title> <description><![CDATA[World's First enhanced geothermal power plant completed in just 23 months. Comments]]></description> <media:thumbnail url="https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=1200,675"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/world-s-first-enhanced-geothermal-power-plant-completed-in-just-23-months-71249</link> <content:encoded><![CDATA[<div> <div> <figure><img width="1024" height="576" src="https://techcrunch.com/2026/10/01/28" alt="Fervo&#039;s drilling rig lit up at night alongside the moon rising in the background." decoding="async" fetchpriority="high" srcset="https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg 2048w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=150,84 150w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=300,169 300w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=768,432 768w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=680,383 680w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=1200,675 1200w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=1280,720 1280w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=430,242 430w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=720,405 720w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=900,506 900w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=800,450 800w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=1536,864 1536w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=668,375 668w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=1097,617 1097w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=708,398 708w, https://techcrunch.com/wp-content/uploads/2025/12/fervo-geothermal-site-at-night.jpg?resize=50,28 50w" sizes=" 1024px) 100vw, 1024px"><figcaption><strong>Image Credits:</strong>Fervo Energy</figcaption></figure> </div> <div> <div> <div> <div> <p>11:35 AM PDT &middot; October 1, 2026</p> </div> </div> </div> </div> </div><div> <div> <div> <div> <p id="speakable-summary">Geothermal business <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noreferrer noopener nofollow">Fervo Energy</a> announced Thursday dawn that it had started marketing power from its Cape Station power factory to the grid on September 30, one day onward of schedule.</p> <p>With it, Fervo becomes the archetypal enhanced geothermal business to attain a key business milestone. The power factory synchronized alongside the grid concerning a week ago, bringing online the archetypal third of what volition shortly rotate into a 100-megawatt power plant.</p> <p>The complete location could be much larger, though, alongside the possible to create as much as 4 gigawatts of electricity, Fervo <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noreferrer noopener">previously told TechCrunch</a>.</p> <p>&ldquo;No squad has always built a project akin this anyplace in the world, and we did it onward of schedule,&rdquo; Fervo co-founder and CEO Tim Latimer stated in a statement.</p> <p>From groundbreaking to business operations, the archetypal obstacle at Cape Station took 23 months to complete. As Fervo refines its process, it is aiming to complete forthcoming blocks in as small as 18 months.</p> <p>That kind of speed to power should petition to power-starved data center operators, who have been scouring all part of the energy field for generating capacity. Geothermal can additionally be developed in phases, akin to how data centers are developed, allowing hyperscalers to bring racks online as petition ramps up.</p> <p>Google, Southern California Edison, and others have committed to purchasing power from Fervo&rsquo;s Cape Station project, which is located in Utah.&nbsp;</p> <p>Fervo is one of multiple companies evolving enhanced geothermal power plants. While traditional geothermal power taps warmth sources near to the surface, Fervo and its peers are drilling deeper since deeper rock is hotter, beginning additional opportunities for development.&nbsp;</p> <p>Fervo went community in May in an <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noreferrer noopener">upsized IPO</a> that raised $1.9 billion. It was founded in 2017, bringing drilling techniques and technologies from the oil and gas field to the betterment of new geothermal resources. As a startup, the business raised additional than $1.3 milliard from investors, including Breakthrough Energy Ventures, Congruent Ventures, and Capricorn Investment Group.</p> </div> <p><em>When you acquisition through links in our articles, <a href="https://en.mycoding.id/category/technology" target="_blank">we may acquire a small commission</a>. This doesn&rsquo;t power our editorial independence.</em></p> <div> <div> <div> <div> <p>Tim De Chant is a elder climate newsman at TechCrunch. He has written for a broad range of publications, including Wired magazine, the Chicago Tribune, Ars Technica, The Wire China, and NOVA Next, anywhere he was founding editor. </p> <p>De Chant is additionally a instructor in MIT&rsquo;s Graduate Program in Science Writing, and he was awarded a Knight Science Journalism Fellowship at MIT in 2018, during which period he studied climate technologies and explored new endeavor models for journalism. He received his PhD in ecological science, policy, and administration from the University of California, Berkeley, and his BA flat in ecological studies, English, and existence discipline from St. Olaf College.</p> <p>You can communication or verify outreach from Tim by emailing <a href="https://en.mycoding.id/category/technology" target="_blank">tim.dechant@techcrunch.com</a>.</p> </div> </div> </div> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/world-s-first-enhanced-geothermal-power-plant-completed-in-just-23-months-71249</guid> <pubDate>Tue, 06 Oct 2026 12:34:14 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Google Ads Call Extensions Includes Advertiser Name]]></title> <description><![CDATA[Google Ads Call Extensions Includes Advertiser Name. Google Ads is evaluation displaying the advertiser's name inside the click to call phone figure call asset on the sponsored listings. Normally, Google volition fair sh...]]></description> <media:thumbnail url="https://images.seroundtable.com/google-ads-call-extension-YacOEeDf.png"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/google-ads-call-extensions-includes-advertiser-name-71235</link> <content:encoded><![CDATA[<div class="order-4 order-4 text-lg"> <p><img src="https://images.seroundtable.com/google-call-search-ads-NrXR56yq.jpg" alt="Google Call Search Ads"></p><p>Google Ads is evaluation displaying the advertiser's name inside the click to call phone figure call asset on the sponsored listings. Normally, Google volition fair display the phone figure but in this test, Google is additionally adding the advertiser's name.</p><p>This test was spotted by Khushal Bherwani who posted a screenshot of this on <a href="https://en.mycoding.id/category/business" target="_blank">X</a> - current is that screenshot:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/google-ads-call-extension-advertiser-name-j73YEvrR.jpg" alt="Google Ads Call Extension Advertiser Name"></a></p><p>Normally, the phone figure does not have the advertiser's name in it and it is normally at the base of the ad, akin this:</p><p><a href="https://en.mycoding.id/category/business" target="_blank" target="_blank"><img src="https://images.seroundtable.com/google-ads-call-extension-YacOEeDf.png" alt="Google Ads Call Extension"></a></p><p>Forum conversation at <a href="https://en.mycoding.id/category/business" target="_blank">X</a>.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/google-ads-call-extensions-includes-advertiser-name-71235</guid> <pubDate>Tue, 06 Oct 2026 12:31:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz))]]></author> </item> <item> <title><![CDATA[The Pixel 11 Pro and Pro XL phones are $250 off]]></title> <description><![CDATA[The Pixel 11 Pro and Pro XL phones are $250 off. During Amazon’s October sale, the Pixel 11 Pro and Pixel 11 Pro XL are discounted by $250 or more. The basis example Pixel 11 Pro alongside 256GB of retention is lone $84...]]></description> <media:thumbnail url="https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Pixel-11-Pro-HiLight-using-HiLight-Studio-Rainbow.jpg?quality=90&amp;strip=all&amp;crop=0%2C10.730155461286%2C100%2C78.539689077427&amp;w=1200"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/the-pixel-11-pro-and-pro-xl-phones-are-250-off-71227</link> <content:encoded><![CDATA[<div><div><div><div><div><div><p><span aria-expanded="false" aria-haspopup="true" role="button" tabindex="0"><span id="follow-author-standard_article_details-dmcyOmF1dGhvclByb2ZpbGU6OTM3NDY5"><span><span><svg width="9" height="9" viewbox="0 0 9 9" fill="none" xmlns="http://www.w3.org/2000/svg" aria-label="Follow"><path d="M5 0H4V4H0V5H4V9H5V5H9V4H5V0Z"></path></svg></span></span><span>Brad Bourque</span></span></span></p> <p><span>is a tech newsman and commerce author based out of Portland, Oregon. He&rsquo;s contributed to sites akin Digital Trends, Business Insider, and WIRED.</span></p></div></div></div></div></div><div id="zephr-anchor"><p>During Amazon&rsquo;s October sale, the <strong>Pixel 11 Pro</strong> and <strong>Pixel 11 Pro XL</strong> are discounted by $250 or more. The basis example <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">Pixel 11 Pro alongside 256GB</a> of retention is lone $849 (originally $1,099), $50 <em>lower </em>than the customary cost for the basis Pixel 11, during the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">256GB 11 Pro XL is $999</a>, a $300 cost break.</p><p>Even the <a href="https://en.mycoding.id/category/technology" target="_blank" rel="sponsored">regular <strong>Pixel 11</strong> alongside 256GB of storage</a> is cheaper, marketing at $749, $150 off the normal price. But alongside the Pro at fair a $100 premium complete the Pixel 11 correct now alternatively of $200, its better cameras solitary is a beautiful convincing logic to expend more.</p><div><div><div data-product-filter="" id="product-card-dmcyOnByb2R1Y3Q6OTgxODI1"><p><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow noopener noreferrer" target="_blank"><img alt="" data-chromatic="ignore" loading="lazy" decoding="async" data-nimg="fill" sizes=" 768px) 100vw, 300px" srcset="https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=376 376w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=384 384w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=415 415w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=480 480w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=540 540w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=640 640w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=750 750w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=828 828w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=1080 1080w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=1200 1200w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=1440 1440w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=1920 1920w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=2048 2048w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=2400 2400w" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=16.668412232928%2C0%2C66.663175534143%2C100&amp;w=2400"></a><a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow noopener noreferrer" target="_blank"><img alt="" data-chromatic="ignore" loading="lazy" decoding="async" data-nimg="fill" sizes=" 768px) 100vw, 600px" srcset="https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=376 376w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=384 384w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=415 415w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=480 480w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=540 540w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=640 640w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=750 750w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=828 828w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=1080 1080w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=1200 1200w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=1440 1440w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=1920 1920w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=2048 2048w, https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=2400 2400w" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/08/Google-Pixel-11-Pro-review-photos-6.jpg?quality=90&amp;strip=all&amp;crop=0.0026183493925416%2C0%2C99.994763301215%2C100&amp;w=2400"></a></p></div></div></div><p>We praised the Pixel 11 Pro and Pro XL for their new camera modes, as fine as the Magic Capture mode. We liked several of the Gemini-assisted features, akin Rambler for smoothing out sound texting, but others, akin proactive assistance, felt a bit additional narrow.</p><div><div><div><div><h2>Verge Shopping</h2><p><span>Sign up to get the finest deals on products we&rsquo;ve established and tested sent to your inbox.</span></p></div></div></div></div><div><p><span><strong>Follow topics and authors</strong> from this narrative to see additional akin this in your personalized homepage nourish and to obtain email updates.</span></p><ul><li id="follow-author-article_footer-dmcyOmF1dGhvclByb2ZpbGU6OTM3NDY5"><span aria-expanded="false" aria-haspopup="true" role="button" tabindex="0"><span><span><svg width="9" height="9" viewbox="0 0 9 9" fill="none" xmlns="http://www.w3.org/2000/svg" aria-label="Follow"><path d="M5 0H4V4H0V5H4V9H5V5H9V4H5V0Z"></path></svg></span><span>Brad Bourque</span></span></span></li><li><li><li><li><li><li><li></ul></div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-pixel-11-pro-and-pro-xl-phones-are-250-off-71227</guid> <pubDate>Tue, 06 Oct 2026 12:30:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Brad Bourque)]]></author> </item> <item> <title><![CDATA[Google Search Console Performance Report Multi-Select Country Filters]]></title> <description><![CDATA[Google Search Console Performance Report Multi-Select Country Filters. Google now lets you inspect off multiple countries inside the Google Search Console nation display in the achievement reports. This lets you collection countries toget...]]></description> <media:thumbnail url="https://images.seroundtable.com/google-search-console-country-filter-Bjh9jtSr.jpg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/google-search-console-performance-report-multi-select-country-filters-71236</link> <content:encoded><![CDATA[<div class="order-4 order-4 text-lg"> <p><img src="https://images.seroundtable.com/google-search-console-country-reporting-52hyDXu1.jpg" alt="Google Search Console Country Reporting"></p><p>Google now lets you inspect off multiple countries inside the Google Search Console nation display in the achievement reports. This lets you collection countries together, to see how your hunt achievement is doing for multiple countries at once, alternatively of one nation at a time.</p><p>Google posted concerning this on <a href="https://en.mycoding.id/category/business" target="_blank">LinkedIn</a> saying, "Today we’re updating the Search Console achievement study filters to create it easier for you to analyze traffic patterns throughout distinct countries and devices." "If you run in multiple countries, you can now perspective their blended Google Search traffic," Google added.</p><p>So if I desire to lump together the United Stated and Canada, I can now do that by selecting the two and clicking update:</p><p><img src="https://images.seroundtable.com/google-search-console-country-multi-select-filter-JnaR0vDn.png" alt="Google Search Console Country Multi Select Filter"></p><p>Here is the screenshot from Google:</p><p><img src="https://images.seroundtable.com/google-search-console-country-filter-Bjh9jtSr.jpg" alt="Google Search Console Country Filter"></p><p>This is a neat supplement to have immediately in Google Search Console.</p><p>Of course, all we really desire is click data for the AI achievement reports. </p><p>Forum conversation at <a href="https://en.mycoding.id/category/business" target="_blank">LinkedIn</a>.</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/google-search-console-performance-report-multi-select-country-filters-71236</guid> <pubDate>Tue, 06 Oct 2026 12:25:00 +0700</pubDate> <author><![CDATA[support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz))]]></author> </item> <item> <title><![CDATA[Nature's capacity to 'bounce back' when species are lost is vastly overestimated]]></title> <description><![CDATA[Nature's capacity to 'bounce back' when species are lost is vastly overestimated. Comments]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/nature-s-capacity-to-bounce-back-when-species-are-lost-is-vastly-overestimated-71250</link> <content:encoded><![CDATA[<div> <p>&#128737;&#65039;</p> <p>We&rsquo;re checking your association to forestall automated abuse</p> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/nature-s-capacity-to-bounce-back-when-species-are-lost-is-vastly-overestimated-71250</guid> <pubDate>Tue, 06 Oct 2026 12:11:51 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[Russia’s drones are getting faster and deadlier. The West is racing to catch up.]]></title> <description><![CDATA[Russia’s drones are getting faster and deadlier. The West is racing to catch up.. Jet-powered drones are wreaking havoc in Ukraine. Defense companies are construction a new category of interceptors to defeat them.]]></description> <media:thumbnail url="https://i.insider.com/6ac36258eb7225411267e290?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/russia-s-drones-are-getting-faster-and-deadlier-the-west-is-racing-to-catch-up-71229</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/6ac361a3265e3f8e338faa3b?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ac361a3265e3f8e338faa3b?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ac361a3265e3f8e338faa3b?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ac361a3265e3f8e338faa3b?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ac361a3265e3f8e338faa3b?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ac361a3265e3f8e338faa3b?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ac361a3265e3f8e338faa3b?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="An RDC Systems Raven X4 interceptor drone flies during a NATO demo day in the Selija training site near Viesite, Latvia, May 26, 2026" 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>Ukrainian and Western defence firms are making their interceptor drones faster.</span> <span> <span e-name="image-source" itemprop="creditText">Ints Kalnins/REUTERS</span> </span> </figcaption> </span> </span></figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>The Russian arm looks benevolent of akin a cheap cruise missile. It has a lean fuselage, outstretched wings, and a mini turbojet motor that propels it throughout the sky.</p><p>But Russia's <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Geran-5</a> isn't a missile. It's the newest and fastest arm in a family of jet-powered drones that Moscow is using in rising numbers against Ukraine. The unrelenting attacks have intensified since the commencement of the summer, additional straining Kyiv's already stretched air defenses.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Ukrainian interceptor drones</a>, initially designed to oppose Russia's slower, propeller-powered drones, are being quickly upgraded to combat newer, faster models and have already downed multiple Geran-5s. The competition is no longer fair to build interceptor weapons. It's to build ones alongside the speed to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">catch Russia's latest weapons</a>.</p><p>American and European defence companies are rushing to create akin capabilities to oppose new Russian threats. Business Insider said alongside Western and Ukrainian armed forces officers, officials, and defence companies concerning the shove to create <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">next-generation interceptors</a>.</p><p>"The percent of jet-powered threats is rising," stated Lt. Col. Matt Keogh, who is tasked alongside procuring drone innovation for the British Army. "And there is a commensurate flat of involvement being presented on the interceptors to defeat them."</p><h2 id="edb2b64d-e61d-41cc-805a-2149aca51b94" data-toc-id="edb2b64d-e61d-41cc-805a-2149aca51b94"><strong>A worsening threat</strong></h2> <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/png" data-srcs='//i.insider.com/6ab143526794a2984cfcb1bc&quot;:{&quot;contentType&quot;:&quot;image/png&quot;,&quot;aspectRatioW&quot;:2342,&quot;aspectRatioH&quot;:1684}}' alt="A Russian Geran-5 drone."> </p></div> <span> <figcaption e-name="image-caption"> The Geran-5 is Russia's newest and fastest jet-powered drone.&nbsp; <span e-name="image-source" itemprop="creditText"> Wild Hornets/Screengrab via X </span> </figcaption> </span> </figure> <p>Interceptor drones emerged in 2025 as one of Ukraine's top defence priorities. They quickly proved extremely productive against nightly bombardments by armed <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Geran-2</a> drones, piston-powered airplane alongside a maximum speed of concerning 115 mph.</p><p>Russia responded by evolving faster variants armed alongside small turbojet engines. The <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Geran-3</a> exceeds 200 mph, during the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Geran-4</a> can attain 310 mph.</p><p>The Geran-5, the newest variant, can fly at speeds up to 375 mph. Unlike its delta-wing predecessors, it additional closely resembles a cruise missile. These drones, which are faster, deadlier, and harder to stop, are playing a expanding function in Russian attack tactics.</p><p>Ukraine's air power stated Russia launched 2,800 jet-powered drones in August, compared to 350 in June. Ukrainian President <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Volodymyr Zelenskyy</a> stated on September 26 that Kyiv attempt downward fair 55% of the jet-powered drones that month, a important autumn from its interception charge for propeller-powered drones, which officials regularly stated was complete 90%.</p> <p>Russia is investing heavily in jet-powered drones. It has <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">expanded the infrastructure at air bases</a> to assistance their launch, and Zelenskyy stated final duration that Moscow plans to expend $12 milliard on producing these drones and another attack weapons in 2027.</p><p>The consequences have been deadly. Nine group were killed, and dozens additional were injured, in a latest Russian assault involving nearly 100 jet-powered drones, Ukrainian authorities said.</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/6ac3616e265e3f8e338faa3a&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:4724,&quot;aspectRatioH&quot;:3149}}' alt='In the neighborhood of Kharkiv, a Ukrainian serviceman from the 302nd &quot;Kharkivska&quot; Air Defense Missile Brigade deploys an interceptor drone as part of air defence operations.'> </p></div> <span> <figcaption e-name="image-caption"> A Ukrainian serviceman prepares an interceptor drone for air defence operations.&nbsp; <span e-name="image-source" itemprop="creditText"> Fr&eacute;d&eacute;ric P&eacute;try/Hans Lucas via Reuters Connect </span> </figcaption> </span> </figure> <p>The increase in jet-powered drones has forced Ukrainian companies to adapt. Defense firms that built the archetypal generation of interceptors are now evolving faster models. Some, akin <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Wild Hornets' Sting S</a> or <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">SkyFall's P1-SUN JetKiller</a>, have already recorded combat kills.</p><p>"In war, all new capability quickly generates a countermeasure," stated Valerii Zarubin, the CEO of BlueBird Tech, a Ukrainian business evolving a jet-powered interceptor. If we are talking specifically concerning jet drive and the higher speeds of these drones, interception systems have to develop accordingly."</p><h2 id="6e5a5126-6549-45dc-84b9-656dd0350889" data-toc-id="6e5a5126-6549-45dc-84b9-656dd0350889"><strong>Interceptors are getting faster</strong></h2><p>The realization that interceptor drones must be faster has extended beyond Ukraine's borders.</p><p>Western defence companies have, throughout the war, developed new weapons according to the strategies and innovations observed in Ukraine. Now, many see faster interceptors as the next important leap, driven the two by <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">lessons from Ukraine</a> and a expanding appetite for cheaper ways to defeat drones.</p><p>Ukrainian Col. Volodymyr Gordiienko, the program scheme branch caput at the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">NATO-Ukraine Joint Analysis Training and Education Centre</a>, stated that whenever jet-powered drones archetypal began appearing in constricted numbers final year, JATEC was operating alongside French startup Alta Ares on defenses against older, slower threats.</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/6ac361d0265e3f8e338faa3c&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:5000,&quot;aspectRatioH&quot;:3334}}' alt="A Ukrainian serviceman returns the Zirka interceptor drone following a test flight."> </p></div> <span> <figcaption e-name="image-caption"> Ukrainian companies have already unveiled a new category of faster interceptor drones.&nbsp; <span e-name="image-source" itemprop="creditText"> Kay Nietfeld/dpa via Reuters Connect </span> </figcaption> </span> </figure> <p>Recognizing the emerging risk, JATEC advised monitoring the new drones, noting that they could rotate into a capability gap. Alta Ares acted and developed an interceptor capable of taking downward jet-powered drones. Gordiienko stated that first acknowledgment and quick reply gave NATO "a promising resolution under development."</p><p>"Western defence innovation have to be concerning anticipating forthcoming challenges," he said, "rather than spending multiple months evolving solutions in reply to an existing capability gap."</p><p>Across Europe, defence tech companies are reaching the identical decision and moving swiftly to adapt. Lithuania's <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Granta Autonomy</a> is considering evolving a jet-powered successor to its current interceptor, which has a top speed of approximately 200 mph. Czech resolute LPP Holding is operating to addition the speed of its existing counter-drone system, the JWI-4000, which can top 185 mph and run in GPS-denied environments. And Germany's Tytan Technologies is evolving a new jet-powered interceptor designed to affect targets at "greater extend and alongside greater speed."</p><p>These efforts indicate a expanding acknowledgment that today's interceptor speeds won't be adequate for tomorrow's threats.</p><p>Jason Cornelius, the CEO of Perseus Defense, stated it's not adequate for an interceptor to fly as accelerated as its mark &mdash; there must be a speed overmatch. The American resolute developed a small, ground-launched missile that's powered by a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">solid-rocket motor</a> and flies at high-subsonic speeds.</p><p>After evaluation its current interceptor alongside the US military, Perseus is now designing a larger, additional mighty example specifically for jet-powered drones. Cornelius stated the goal is to test the new example as a prototype by the end of the year.</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/6ac3634beb7225411267e293&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:1466,&quot;aspectRatioH&quot;:1100}}' alt="A Portable Kinetic Missile Interceptor System, operated by Perseus Defense, launches an interceptor missile during Exercise Falcon Peak at Cibola Range Site 17, Yuma Proving Ground, Arizona, September 11, 2026."> </p></div> <span> <figcaption e-name="image-caption"> An interceptor built by Perseus launches during a test.&nbsp; <span e-name="image-source" itemprop="creditText"> US armed forces photo </span> </figcaption> </span> </figure> <p>NATO militaries have, for decades, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">fielded air defenses</a> designed to affect threats akin drones, cruise missiles, and helicopters. But many now perspective interceptor drones as <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">a crucial supplement to their arsenal</a> following observing them reshape the air war in Ukraine.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Luke Pollard</a>, the UK's curate for defence preparedness and industry, stated Britain must have faster interceptors to keep gait alongside the threat, characterizing them as a precedence acquisition in the coming years.</p><p>Keogh, the authoritative procuring drones for the British Army through its <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Project Rapstone fast acquisition initiative</a>, stated there is a necessity to buy interceptors as part of the program and that he is considering jet-powered models. He stated Rapstone is sourcing solutions from the UK industry and hopes to create a procurement decision by the end of the year.</p><p>Interceptor drones are fair one merchandise to appear from what Ukrainian officials depict as a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">cat-and-mouse game</a> of battlefield innovation, and the US and Europe are paying attention</p><p>Lt. Col. Adam Scher, a spokesman for the Joint Interagency Task Force 401, a US Defense Department institution liable for <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">coordinating counter-drone efforts</a> for the armed forces and national agencies, stated counter-drone betterment and procurement must concentration on the "first principles and discipline of flight, fairly than a drone's particular modality of control," to justify that the capabilities remain applicable as innovation evolves.</p><p>For Ukraine and its partners, that's becoming an increasingly urgent lesson. Russia has accelerated the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">pace of drone innovation</a>, and the West is racing to justify its interceptors don't autumn a generation behind.</p><p>"If a nation cannot quickly create productive countermeasures against missiles and jet-powered UAVs, its capability to withstand a contemporary war becomes seriously limited," stated Zarubin, the BlueBird CEO.</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>Jake Epstein is a defence equal in London for Business Insider, covering the US military, NATO, and European security, as fine as emerging tech in warfare.</span><span>Jake has submitted stories from battle zones in&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank">Ukraine</a>&nbsp;and the <a href="https://en.mycoding.id/category/business" target="_blank">Middle East</a>, anywhere he embedded with&nbsp;a <a href="https://en.mycoding.id/category/business" target="_blank">US airplane carrier</a>&nbsp;on a combat goal in the Red Sea.&nbsp;</span><span>Jake has reported extensively on <a href="https://en.mycoding.id/category/business" target="_blank">NATO operations</a>&nbsp;and activities throughout Europe, including from aboard one of its&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank">AWACS surveillance aircraft</a>&nbsp;along the Russian border, a&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank">British Voyager tanker</a>&nbsp;refueling combatant jets complete the Baltic Sea, and a<a href="https://en.mycoding.id/category/business" target="_blank"> Dutch helicopter</a> flying to a warship in the Arctic.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/russia-s-drones-are-getting-faster-and-deadlier-the-west-is-racing-to-catch-up-71229</guid> <pubDate>Tue, 06 Oct 2026 12:07:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Jake Epstein)]]></author> </item> </channel> </rss>