<![CDATA[MC Project]]> <![CDATA[MC Project]]> https://en.mycoding.id/favicon.ico https://en.mycoding.id/ https://en.mycoding.id/ Mon, 26 Oct 2026 08:45:18 +0700 Mon, 26 Oct 2026 08:45:18 +0700 hourly 1 support@mycoding.id (Adi Gunawan) support@mycoding.id (Adi Gunawan) en_US MC Project MC Project <![CDATA[Tactical Solutions For The Biggest AI Search Measurement Challenges]]> https://en.mycoding.id/tactical-solutions-for-the-biggest-ai-search-measurement-challenges-74145
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An AI answer can propose your merchandise without linking to your website. A client power afterward hunt for your brand, sojourn directly, or buy offline. The acquisition motionless matters to the business, equal whenever analytics cannot nexus it to the before answer.

That was the measure issue Tom Capper, Director of Search Product Strategy at STAT, addressed in Tactical Solutions For The Biggest AI Search Measurement Challenges.

In this webinar, Capper explained why zero-click hunt was additionally an attribution challenge, not merely a traffic problem. His reply was to measure visibility alongside endeavor outcomes fairly than anticipate clicks to depict the complete client journey.

Separate Brand Mentions From Source Citations

Capper illustrated the difference alongside an AI-generated car recommendation. Audi was the brand being recommended, during the cited links pointed to another websites. A study focused lone on whether Audi’s domain earned a citation would young female the advice itself.

The conclusion was practical: define the brand entities you desire to track, including applicable sub-brands, fairly than assume your domain captures all precious appearance. Apply the identical site to competitors so the difference is meaningful.

Capper drew the difference directly:

“So yeah, citations have URLs. That’s motionless precious tactical data, but I don’t think it have to be your KPI. Mentions have entities.”

— Tom Capper. Watch the webinar, 24:10–24:30.

For his measure approach, being mentioned or recommended was the outcome to understand; the cited URLs helped explain which sources power be shaping it.

Build A More Representative Prompt Sample

Different answers to the identical immediate do not create AI visibility unattainable to measure. Capper treated that variability as a sampling problem, example a difference alongside the location- and device-specific results SEOs already tracked.

A small set of prompts can provision an unstable picture, particularly whenever the endeavor already monitors a much larger keyword set. The goal was not to reproduce all individual’s exact conversation. It was to example the applicable situations broadly adequate to acknowledge patterns.

That additionally meant asking realistic questions. Capper cautioned against merely putting a keyword catalog into a immediate tracker. He suggested People Also Ask questions as one imaginable starting point, afterward considering the personas, locations, budgets, and needs rearward those questions.

The webinar’s prompt-measurement discussion additionally addressed why the surroundings used to collect an answer mattered: Capper stated STAT used the web interface since API responses could differ from what users saw.

Use Citations To Investigate What Changed

De-emphasizing citations as a header KPI does not average ignoring them. They can create run activity additional concrete.

Capper described starting alongside pages cited whenever competitors were recommended. Those pages revealed third-party sources value investigating, specified as assessment sites or industry publications. A squad could afterward activity to enhance its depiction on applicable sources and detect whether those sources appeared alongside changes in brand recommendations.

This created a additional helpful inquiry than whether the citation figure increased: which sources changed, what activity did the squad do, and how did the tracked answers alter afterward? Keep the immediate example and gathering environment in perspective whenever making that comparison, fairly than treating an secluded answer as the entire result.

Add Visibility Metrics Alongside Business Outcomes

Capper recommended a broader set of foremost indicators to support, not replace, traditional achievement reporting:

  • Presence: Whether the brand appears in the applicable hunt outcome or AI answer.
  • Recommendation And Context: Whether the answer recommends the brand, merely names it, or associates it alongside a particular power or problem.
  • SERP Prominence: In traditional search, how far downward the leaf a outcome appears and how much apparent area it occupies.

The final difference mattered equal whenever an integrated ranking had not changed. Capper showed examples anywhere a lower-ranked outcome was apparent complete the fold during a higher-ranked outcome was pushed below it. Position solitary missed that difference.

He additionally urged alert alongside opinion scores. A diagram that swings sharply among positive, neutral, and negative may be amplifying small differences in alternatively neutral answers. The qualitative themes rearward a citation can be additional helpful than a volatile summary score.

Use Surveys To Improve The Attribution Story

During the Q&A, Loren Baker asked how teams could nexus this visibility to a client journey whenever multi-touch attribution could not detect the before exposure.

Capper’s answer was to merge evidence fairly than anticipate one analytics example to explain everything. Post-purchase surveys could disclose customers who stated an AI advice helped them detect or choose a brand. Campaign tracking could separately display whether that brand was being recommended additional often.

He suggested passing study answers into analytics as a size so the squad could difference self-reported finding alongside the conduit credited by analytics. He additionally warned that showing study options in the identical command could favor the archetypal option.

This was a fuller document of influence, not a commitment to rebuild all person’s way or to categorize all straightforward traffic as AI-driven.

Put A More Useful Measurement Plan In Place

The full session connected these measure choices alongside examples and spectators questions. To put the conversation to work, commencement alongside a few tangible changes to your next reporting cycle:

  • Audit What Your Report Misses: Identify anywhere the current dashboard measures a sojourn or domain citation but not a brand citation or recommendation.
  • Define A Consistent Comparison: Document your brand and sub-brand entities, competitors, immediate contexts, and gathering surroundings before comparing results complete time.
  • Connect Source Research To Campaign Work: Record the cited pages you examine or influence, afterward detect how those sources and applicable brand recommendations change.
  • Bring Business Evidence Back In: Compare visibility trends alongside revenue, conversions, and post-purchase study answers alternatively of presenting visibility as a substitute for business results.

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]]> https://en.mycoding.id/tactical-solutions-for-the-biggest-ai-search-measurement-challenges-74145 Mon, 26 Oct 2026 08:45:18 +0700 <![CDATA[Elon Musk’s dust-up with Ukraine on Starlink isn't over yet]]> https://en.mycoding.id/elon-musk-s-dust-up-with-ukraine-on-starlink-isn-t-over-yet-74143

Ukrainian troops deploy a Starlink terminal on the battlefield.

Ukrainian troops deploy a Starlink terminal on the battlefield. Kyiv is allowed to use the noncombatant assistance for communications needs, but not for drone strikes, for which it relies on Starshield. Dmytro Smolienko/ Ukrinform/Future Publishing via Getty Images

Ukraine stated its access to Starshield was restored this weekend, but Elon Musk isn't completed alongside Kyiv yet.

In an X article on Sunday, Musk accused Ukrainian forces of breaching Starlink's conditions of assistance by using the noncombatant phase in drone attacks.

"Ukraine armed forces violated Starlink conditions of assistance and used it for insulting drone strikes to slay people. That loophole was closed final week," wrote the SpaceX owner.

"Using Starlink, a noncombatant business service, for insulting drone strikes to slay group has never been allowed, nor should it be," he added.

Musk made it apparent he was talking concerning the business phase and not Starshield, the military version of the moon communications assistance owned and controlled by the US government.

"Were Starlink to be turned off, the Ukrainian forefront row would downfall immediately. This is NOT a threat, it is a declaration of fact," Musk added.

Ukrainian drone advisors hit back

Two notable Ukrainian drone figures, however, disputed Musk's statement, saying that it was technically unattainable for any of Kyiv's troops to have independently used Starlink in drone strikes.

"As person who was inner the procedure at the Ministry of Defense, I can say for certain that this is not true," wrote Serhii Sternenko, a erstwhile adviser for drones to Ukraine's defence ministry, on his Telegram channel.

"It is extremely different that Elon Musk does not cognize concerning the restrictions on Starlink procedure in Ukraine," wrote Serhii "Flash" Beskrestnov, another erstwhile advisor.

A Ukrainian drone controller holds a controller next to a dirt drone.

Ukrainian troops are allowed to use Starlink for communication and piloting non-combat systems, specified as this demining drone.  Anastasiia Sheviakova/Gwara Media/Global Images Ukraine via Getty Images

Both worked in the ministry in first 2026, whenever it negotiated alongside SpaceX to forestall Russia from using black-market Starlink terminals in the war. SpaceX accepted in February to obstacle Starlink complete Ukraine and Russia, allowing admission lone to whitelisted Ukrainian terminals.

Sternenko stated that Ukrainian civilians and troops could enroll their terminals on the whitelist, but that these would lone activity during topic to a speed requirement.

For one to nexus during moving, it would have to be put on a particular catalog that uses Starshield instead, he said.

"That is, it was technically unattainable to use noncombatant Starlink to execute missions on drones. All drone missions that required moon communication could lone be carried out using Starshield," Sternenko added.

Beskrestnov stated the Ukrainian Starlink terminals were topic to a speed bounds of 90 kmph, or concerning 55 mph. The noncombatant assistance is additionally entirely cut off complete Russia, he added.

"Thus, we physically cannot use business Starlink for profound strikes and center strikes," Beskrestnov wrote.

Starshield vs Starlink

Tactical drones functioning on the Ukrainian battlefield at speeds below 55 mph, specified as first-person-view assault drones, typically use radio-frequency signals fairly than moon communication to keep communication alongside an operator. These are additionally frequently too small and deficiency adequate onboard power to reliably transport equal a Starlink Mini terminal.

What Ukraine normally uses moon net for — hence its reliance on Starshield — is mid-range and profound strikes on Russia's rear or Russian territory, alongside larger, additional mighty drones that fly much faster.

Ukrainian troops prep a mid-range Hornet drone at night.

An example of a mid-range drone is the Hornet, a winged drone that's concerning the size of a individual being.  Carlo Bravo/Anadolu via Getty Images

Kyiv additionally relies on moon communications for its small interceptor drones, which fly at up to 265 mph to capture incoming assault drones.

Musk followed up on his Sunday X article alongside a screenshot of Ukrainian President Volodymyr Zelenskyy penning on social media in mid-October that Kyiv's forces "also use Starlink for mid-range strikes" against Russian targets.

However, Zelenskyy's article was describing Ukraine's latest troubles alongside Starshield, and he often used the term "Starlink" to mention broadly to the armed forces moon assistance instead.

Musk and SpaceX did not react to requests for comment sent exterior regular endeavor hours by Business Insider.

Earlier this month, Ukraine raised the alert that its admission to Starshield was being throttled at elevated speeds, reducing its capability to behavior deeper strikes and to authority interceptor drones.

The crisis lasted 10 days and came as President Donald Trump and Musk openly criticized Ukraine for targeting Russian oil accommodation at a period whenever the White House was trying to comfort energy prices.

The Wall Street Journal reported, citing unnamed US officials and sources, that Musk had personally ordered the speed cap. Musk and Trump have separately stated they were not liable for the slowdown.

On Saturday, Zelenskyy stated Starshield services were operating normally again.

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Matthew is a elder newsman at Business Insider's Singapore bureau. He covers the defence industry, armed forces technology, and evolving strategies in Ukraine, the US, and the Asia-Pacific region.He joined the squad in June 2021, earlier focusing on net infringement and labor, examining how these issues effect contemporary community in Asia, alongside a particular accent on China.Matthew's former activity has been featured in the South China Morning Post, as fine as Singaporean news companies TODAY and The Business Times.

]]> https://en.mycoding.id/elon-musk-s-dust-up-with-ukraine-on-starlink-isn-t-over-yet-74143 Mon, 26 Oct 2026 08:28:26 +0700 <![CDATA[Motors v5.6.105 – Car Dealer, Rental & Listing WordPress Theme]]> https://en.mycoding.id/motors-v5-6-105-car-dealer-rental-listing-wordpress-theme-74146

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]]> https://en.mycoding.id/motors-v5-6-105-car-dealer-rental-listing-wordpress-theme-74146 Mon, 26 Oct 2026 07:20:00 +0700 <![CDATA[The result of the C++26 DIS ballot]]> https://en.mycoding.id/the-result-of-the-c-26-dis-ballot-74144

C++26 unsuccessful its DIS ballot. As far as I know, it is the archetypal C++ outline to neglect one. Robert Seacord, the convenor of the C committee, wrote that he doesn’t think any tongue norm from SC22 has ever failed its ballot before, and Daveed Vandevoorde, a associate of the WG21 Direction Group (P5000R1), wrote that no before C++ outline got equal a sole vote against. So reflection, std::execution, archive hardening, and contracts are all in a outline that ISO hasn’t approved, and nobody knows yet how lengthy the postpone volition be.

The ballot closed on 23 October 2026, and Robert Seacord, the convenor of the C committee, posted the result on LinkedIn the next day:

Where I stand#

I kept this sequence neutral during the ballot was open and didn’t desire to shove anyone toward either side. The ballot is over, so I can say anywhere I stand.

I affection contracts as an idea, and I have missed them since they were removed from C++20. I have always cared concerning API design, concerning libraries, fine interfaces, and frameworks, and that is also why I am in LEWG. My reasons for liking contracts arrive from that experience. Checking is one benefit, and a fine one: the program can verify its own assumptions. The second axis, which I care concerning fair as much, is documentation. A precondition or a postcondition in the signature records the intent of the API designer, so users cognize what to anticipate and how to use the function, and a documentation scheme specified as Doxygen or cppreference.com can display it correct there. A comment can say the identical thing, but nothing keeps it true. It can drift distant from the code without anyone noticing. A agreement is part of the code. The compiler checks it together alongside the function, and whenever the checks are enabled, a infringement fails loudly, so this records can’t quietly go stale. Concepts already provision us the two for the types a function accepts, at compile time. Contracts are the part that is motionless missing, the one that does the identical for the values at run time. I would affection to see contracts in the standard, and it is a pity they didn’t create it this time. My penchant is to keep them. If the scheme comes out improved since of this, that is a fine outcome too.

This isn’t an theoretical inquiry for me. I have started instruction C++26 contracts in my workshops, and mp-units uses the C++26 version.

The numbers#

Part 2 explained the two conditions a DIS has to meet. The outline missed the two of them:

ConditionRequirementResult
Votes in favor, from the voting (P-)membersat smallest two-thirds12 of 20, which is 60%
Negative votes, from all bodies that votedno additional than 25%9 of 22, which is 41%

Two-thirds of 20 needs 14 votes in favor, and the outline got 12. A fourth of 22 allows five negative votes, and the outline got nine. Either one solitary would have unsuccessful the draft.

Which countries voted, and how#

The authoritative outcome names all country. Nine voted No: Denmark, Finland, Iran, Italy, Japan, Luxembourg, Romania, Spain, and Sweden. Each of them sent comments alongside its vote. France and Ireland abstained but additionally sent comments, so 11 countries commented in total. Poland and the United States abstained. I am a associate of the Polish national body.

The comments themselves aren’t accessible yet. The ISO/IEC Directives (clause 2.6.5 of Part 1) require a complete study inside 12 weeks of the vote’s end, including the result, the commission chair’s decision, and the complete content of the comments. For a ballot that closed on 23 October, this is mid-January 2027 at the latest. At the committee-draft stage, WG21 published that benevolent of study as N5028. I don’t cognize if it volition do the identical this time.

Poland’s abstention#

Poland’s stance on C++ is decided in a specialized commission of the Polish Committee for Standardization, KT 331. Its ballot asked whether Poland should refuse the DIS and dispatch technical comments to ISO. The ballot didn’t pass, so Poland told ISO “Abstention”, and no specialized comments could go alongside it.

I won’t portion the count or say who voted how. This is an inner vote, and I don’t cognize whether it may be published. A few votes decide whether Poland says item or nothing at all.

It nearly came to nothing for a distinct reason. A few days before the Polish ballot closed, we were motionless missing votes for a quorum, and without a quorum there would have been no Polish position. Some of the group on the catalog had changed jobs. I tried to attain the quiescent ones by email and on LinkedIn, and several of the emails bounced, most apt since the addresses belonged to former employers.

Whichever way you think C++26 should have gone, two things follow:

  • If you are on a national committee, vote. The ballot counts no matter which way you mold it.
  • If you can no longer obtain part, ask to be removed from the catalog of voting members. The quorum counts you, so an idle associate makes it harder for everyone alternatively to attain one, in this ballot and in all one that follows. The commission agency can’t merely eliminate person who has gone quiet, so it depends on the associate to ask.

What the No votes were about#

I am convinced the No votes were concerning contracts. That is anywhere the opposition was on document before the ballot. Both objections explained at the Croydon plenary that sent C++26 to the ballot were about contracts. Several national-body comments on the commission outline asked to eliminate them (part 2 has the table). P4238R1 asked the national bodies to ballot No complete the contracts scheme and how it advanced through the committee. I anticipate all nine No votes to be concerning contracts, and we volition cognize for certain lone whenever the comments are published.

For readers who have not followed the series, this is the feature, and part 1 explains it in detail:

#include <cmath>  double checked_sqrt(double x)  pre (x >= 0.0)  post (r : r >= 0.0) {  const double root = std::sqrt(x);  contract_assert(!std::isnan(root));  return root; }

This code doesn’t decide whether all of those checks runs or what happens whenever one of them fails. The outline defines four evaluation semantics, ignore, observe, enforce, and quick-enforce, and leaves the choice between them to the implementation. In GCC 16, you choice one alongside a compiler flag. Much of the disagreement is concerning this choice, whether a agreement assertion is a inspect the build may autumn or a justify the program can depend on (part 3). Part 4 and part 5 shield the remainder of it.

What happens next#

The directives provision four courses of act following a unsuccessful DIS:

  • circulate a revised enquiry draft, alongside an eight-week ballot alternatively of twelve,
  • circulate a revised commission outline for comments,
  • circulate it as a outline specialized specification instead,
  • cancel the project.

The SC22 place chooses among the archetypal three, in collaboration alongside the SC22 secretariat and the WG21 convenor, and in consultation alongside the ISO/IEC chief office. Canceling is the lone one that SC22 as a entire has to decide. WG21’s part is to location the comments, propose a course, and, if needed, prepared a revised draft. When I wrote this, I had seen no notice of which one they chose.

The next WG21 gathering is in Búzios, Brazil, from 16 to 21 November 2026. It volition be the first meeting of the entire commission since the result, and opinions on what it should do are divided:

  • Some desire WG21 to search another ballot without changing or removing contracts. P4433R0 is a formal proposal for this. It additionally asks WG21 to refuse comments that call for elimination unless they bring new specialized information, and to verify the two alongside a study in Búzios.
  • Others say the short-term answer is simple. J. Daniel Garcia, among the authors of P4238R1, wrote under Seacord’s post: “the abbreviated term resolution is simple, eliminate one problematic characteristic and the rest of the norm can extremely apt be approved”. Vandevoorde’s advice “will be to remove contracts from the draft, alongside adjustments to keep archive hardening”.
  • Some of the before national-body comments asked for a specialized specification or a pale paper instead.

I would akin to see a scheme in Búzios, and it is not adequate for me if it lone says what to do with contracts. If they have to depart C++26 so the remainder can ship, that is a pity, but I can live with it. I would not akin everything alternatively to delay alongside them. I would akin to see the remainder of C++26 ship as shortly as possible.

A harder inquiry is how the scheme improves from here. The objections I have peruse item in different directions: stronger guarantees checked by the compiler, additional of the scheme in the library, a specialized specification first, checks that can’t be switched off. I have not seen a single substitute that all of those who entity would accept, so I discover it difficult to say which one change would fulfill everyone. That is how I see it, and I may be wrong.

Until a new type is published, the current C++ norm is motionless ISO/IEC 14882:2024 (C++23).

What it method for your code today#

Compilers execute features from the operating draft, and the ballot doesn’t alter what they already ship. GCC 16 accepts -std=c++26, and Clang has -std=c++2c. GCC 16 implements contracts as part of its experimental C++26 support, and the Clang implementation hasn’t been merged. Whether vendors keep all drafted characteristic under that emblem is up to all of them, and nobody can commitment it today.

If your squad already uses C++26 features, or is learning them, nothing have to be undone yet. However, what your compiler implements today is a draft, and it may not equivalent the published standard.

What is motionless open#

  • the content of the comments from the 11 countries that sent them,
  • what WG21 recommends in Búzios, which way of act is chosen, and on what schedule.

I anticipation the compilers keep implementing C++26 contracts, any the commission decides next. One objection is the deficiency of manufacturing and deployment experience, and part 5 presents the two sides of that argument. This cognition is difficult to acquire without implementations that group can use, which is a chicken-and-egg problem. I would fairly not see the identical exception arrive rear the next time contracts are voted on.

I volition update this part whenever additional data is published.

]]> https://en.mycoding.id/the-result-of-the-c-26-dis-ballot-74144 Mon, 26 Oct 2026 07:11:52 +0700 <![CDATA[Mengolah Data Lebih Cepat dengan Pandas]]> https://en.mycoding.id/mengolah-data-lebih-cepat-dengan-pandas-74142

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]]> https://en.mycoding.id/mengolah-data-lebih-cepat-dengan-pandas-74142 Mon, 26 Oct 2026 07:00:49 +0700 <![CDATA[Elon Musk says neoclouds are cooked, and SpaceX won't be buying them]]> https://en.mycoding.id/elon-musk-says-neoclouds-are-cooked-and-spacex-won-t-be-buying-them-74137

Elon Musk sits in a ceremonial environment wearing a dreary lawsuit and ray tie, alongside attendees blurred rearward him.

Elon Musk stated neoclouds are going to see "guppy-level death." Win McNamee/Getty Images

Elon Musk is a neocloud doomer.

The SpaceX CEO took a difficult stance on the forthcoming of neoclouds — cloud companies akin CoreWeave and Nebius, that specialize in providing computing power for AI — in a Sunday X post.

He wrote that debt markets are reluctant to backing any business that relies nearly entirely on AI data centers for revenue. He stated SpaceX has secured $40 milliard in debt to buy GPUs, but dissimilar neoclouds, his business earns income from its Starlink and rocket-launch activities.

"That method the 200+ neoclouds are going to see guppy-level death and consolidation," he wrote. "Some volition create it through, but not many."

Musk's article was in answer to one by project capitalist Chamath Palihapitiya, who wrote on X that neoclouds are "disorganized and poorly capitalized."

Replying to another X thread speculating if he was trying to run downward the prices of neocloud stocks and scoop them up for cheap, Musk replied, "SpaceX is not purchasing any neoclouds. Pointless."

This comes as the stocks of neocloud companies have taken hits lately amid fears of elevated debt levels and a deficiency of another income streams. CoreWeave's inventory has dropped concerning 37% in the former month, during Nebius' has dropped 30% in the identical time.

Nvidia CEO Jensen Huang, however, has maintained that petition for AI haze infrastructure is "off the charts." Nvidia is a important backer of neocloud companies akin CoreWeave, Nebius, Iren, Lambda, and others.

Another item that Musk added, in a distinct X answer on Friday, was that the industry would see a lot of "stranded compute in partially complete data centers."

By "stranded," Musk was referring to compute that is prepared to use but can't be deployed since data centers aren't yet armed to rotate it on.

As Business Insider's Eugene Kim wrote final week, Amazon Web Services is expected to obtain $5 milliard value of Nvidia GB300 racks, but the business does not have adequate power in its data centers to power them. AWS volition be storing the units in warehouses until its centers are ready.

Data centers, too, are operating into several challenges. A latest Bernstein Research study projected that lone concerning 35% of planned data center capability in the US volition be built.

Hyperscalers akin Amazon, Google, Meta, and Microsoft, which have cognition construction and functioning data centers, volition apt successfully complete building of their planned centers, the study predicted.

But Bernstein Research stated newcomers, akin community fig capitalist Kevin O'Leary whose business has pledged to build 15 gigawatts of data center capacity, were called "bragawatts," and their projects are improbable to be realized.

It's not fair the neoclouds facing a troubled extend amid an AI reckoning; neolabs are, too. Neolabs are small AI example betterment startups, akin ex-OpenAI CTO Mira Murati's Thinking Machines Lab and OpenAI cofounder Ilya Sutskever's Safe Superintelligence. These labs are heavily funded and visage powerful competition from frontier AI behemoths akin Anthropic and OpenAI.

Several VCs told Business Insider's Ben Bergman lately that neolabs were overhyped and investing in them was a contentious topic.

Read next

Business Insider tells the innovative stories you desire to know

Business Insider tells the innovative stories you desire to know

Business Insider tells the innovative stories you desire to know

Business Insider tells the innovative stories you desire to know

Aditi is a news newsman at Business Insider’s Singapore bureau. She covers hustle civilization and the forthcoming of work, focusing on how AI and innovation are reshaping jobs, careers, and workplaces.She earlier worked for The Straits Times, anywhere she wrote breaking news stories for the Singapore desk. She studied communications and endeavor at Nanyang Technological University. 

]]> https://en.mycoding.id/elon-musk-says-neoclouds-are-cooked-and-spacex-won-t-be-buying-them-74137 Mon, 26 Oct 2026 06:37:21 +0700 <![CDATA[Families should stockpile 3 days' worth of essentials in today's world of disaster and war, the UK warns]]> https://en.mycoding.id/families-should-stockpile-3-days-worth-of-essentials-in-today-s-world-of-disaster-and-war-the-uk-warns-74138

UK Prime Minister Andy Burnham and two ministers stack bread loaves at a supermarket for an event in August.

UK Prime Minister Andy Burnham and two ministers stack bread loaves at a supermarket for an event. Burnham's agency has issued a run urging group to prepared family emergency stockpiles. Richard Pohle / POOL / AFP via Getty Images

The UK is telling families to prepared three days' value of food, water, and essentials amid involvement that natural disasters, armed conflict, and another emergencies are becoming additional frequent.

UK Prime Minister Andy Burnham's office launched the "Be Ready" run final week, urging British group to arrange family stockpiles including the following items:

  • Three days of non-perishable food, specified as dried create or tinned meat
  • Nine liters of bottled water, or concerning 2.4 gallons, per person
  • Hygiene and washroom products, including wet wipes and hand sanitizer
  • Warm clothing, sleeping bags, and blankets
  • Light sources, specified as flashlights alongside batteries
  • A charged power bank
  • An FM radio
  • Cash and cards, copies of acknowledgment documents, and crucial data specified as a note of individual medicinal dosages
  • A archetypal aid kit and another essential medicinal supplies
  • Ready-made baby equation and diapers
  • Pet food and bottled water

The idea is to provision households the capability to clasp out for three days during cut off from supplies or fee systems.

Burnham stated the run was started as "unexpected events appear to be becoming additional and additional common," but urged group not to panic.

"It's concerning fair taking sensible measures to have adequate in the home to tide you complete should there be a difficult situation," he told local media on Friday.

The run encourages group to build their stockpiles gradually, for example by adding several items to regular buying trips, and to inspect them all six months to substitute any that have expired.

It comes as authorities agencies and companies about the earth temporarily close downward their websites final week following a major safety flaw was established in an open-source programming tongue that powers concerning 70% of the internet.

"We're going to discover these sorts of things happening additional and more," stated the UK's defence minister, Wes Streeting, on Friday. "And it's not fair from abroad states engaging in espionage or sabotage. It's additionally organized criminals."

About 400,000 British homes additionally misplaced power at several item complete the weekend as two back-to-back storms battered northern Europe.

But UK officials have additionally increasingly warned concerning the need to deter the threat of war in Europe, and are expecting to lift their country's national resilience in the visage of specified a possibility.

"Our adversaries' willingness to damage us is not new. What has changed is their capacity. By 2030, their power power and war economics could put them in a stance to attack," Streeting told The Telegraph on Sunday.

The defence curate added that the UK had 1,000 days remaining to prepare itself for war.

Read next

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Matthew is a elder newsman at Business Insider's Singapore bureau. He covers the defence industry, armed forces technology, and evolving strategies in Ukraine, the US, and the Asia-Pacific region.He joined the squad in June 2021, earlier focusing on net infringement and labor, examining how these issues effect contemporary community in Asia, alongside a particular accent on China.Matthew's former activity has been featured in the South China Morning Post, as fine as Singaporean news companies TODAY and The Business Times.

]]> https://en.mycoding.id/families-should-stockpile-3-days-worth-of-essentials-in-today-s-world-of-disaster-and-war-the-uk-warns-74138 Mon, 26 Oct 2026 06:17:43 +0700 <![CDATA[Show HN: Proc-CLI – An agent-friendly CLI tool for process and port management]]> https://en.mycoding.id/show-hn-proc-cli-an-agent-friendly-cli-tool-for-process-and-port-management-74139

proc is a semantic CLI tool for procedure administration on macOS, Linux and Windows. Find what's on a port, why it's there, and halt it, in one command you'd conjecture on the archetypal try.

~proc kill :3000

Ends any is listening on harbor 3000 immediately (SIGKILL). Asks first, and --dry-run previews.

A foremost colon method a port: proc acts on any is listening on it.

A dev server won't commencement since harbor 3000 is taken. proc finds the old tmux meeting holding it, frees the port, afterward cleans up what alternatively was remaining running.

One command alternatively of a pipeline

The identical jobs, without remembering which flags lsof needs or piping PIDs into kill.

What's on harbor 3000?lsof -i :3000 -P -nproc on :3000

Why is it there?lsof -i :3000, afterward ps -o ppid= up the chainproc why :3000

Free the portlsof -t -i:3000 | xargs slay && sleep 1 && lsof -i:3000proc liberated :3000

Wait for it to exitwhile ps aux | grep node | grep -v grep; do sleep 5; doneproc delay node

Pause a processkill -STOP $(pgrep node)proc freeze node

Find leftoversNo norm toolproc orphans --in .

Nineteen commands, three jobs

Every command takes the identical targets, and nearly all obtain --in to remain inner one project, --json for scripts, and --dry-run before item changes.

All commands and options

Made for scripts and coding agents

Every command prints one JSON document alongside --json, and exit codes continually average the identical thing. An delegate can peruse proc the way you do, without parsing tables.

  • 0 success, 1 error, 2 not found, 3 approval denied, 4 invalid input
  • --dry-run shows what would be touched, and nothing else
  • The agent skill teaches Claude Code, Codex, Cursor, Gemini CLI and others whenever to attain for proc
❯ proc on :8080 --json | jq '.process | {pid, cwd, uptime_secs}' { "pid": 177, "cwd": "/home/dev/code/shop", "uptime_secs": 35 }

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]]> https://en.mycoding.id/show-hn-proc-cli-an-agent-friendly-cli-tool-for-process-and-port-management-74139 Mon, 26 Oct 2026 05:14:35 +0700 <![CDATA[Cognitive Mercantilism: AI panic resembles fears of early capitalism]]> https://en.mycoding.id/cognitive-mercantilism-ai-panic-resembles-fears-of-early-capitalism-74140

I’ve been study Joyce Appleby’s The Relentless Revolution: A History of Capitalism (2010), and it has me circling fairly a delicious thought: AI panic is really a form of cognitive mercantilism. If we regard the market capitalism as the archetypal planetary intelligence, as many (including me) do, the parallels are nearer than you power think.

Appleby’s publish is a sweeping former of capitalism, from its improbable increase in first contemporary England to its eventual transformation of the complete world. Her chief disagreement is that capitalism was not the inevitable expression of several timeless individual intuition to commerce and accumulate wealth. It was a historically contingent traditional invention, enabled by agriculture improvements, expanding trade, and changing ideas concerning work, wealth, and individual nature. In particular, it required escaping the assumptions of an older, basically zero-sum worldview, in which prosperity meant controlling land, bullion, and the labor of mostly impoverished populations.

Capitalism emerged whenever group began discovering that prosperity could be created fairly than merely captured, and that average group could be sources of petition and undertaking fairly than merely labor to be commanded as a aspect of production.

The parallels alongside our current instant are striking.

As Appleby tells it, the mercantilist worldview that preceded capitalism rested on approximately four interlocking beliefs.

First, prosperity was basically scarce and finite. It consisted chiefly of land, the agriculture create of that land, and the precious metals it contained, accumulated through mining, commerce and conquest. The goal of financial statecraft was to authority additional territory, keep a favorable balance of trade, and accumulate bullion. One nation’s acquire was presumed to be another’s loss. The resulting government was one of treasure-seeking and beggar-thy-neighbor competition.

Second, average group could not be trusted alongside much freedom. The mediocre were assumed to be unruly, ignorant, and prone to disturbance if remaining to their own devices. They needed to be governed coercively by elites, supposedly for their own fine and for the stability of society.

Third, financial thinking was overwhelmingly oriented toward provision and its control. Wealth came from controlling productive resources and commanding elevated prices for their output. Aggregate demand, particularly petition from the poor, was barely recognized as a important financial force. Ordinary group were chiefly factors of production. They ate, worked, and reproduced, alongside no portion of any surplus. The lone genuine discretionary consumers were elites, who bought luxuries and commanded all surplus.

Fourth, there was small logic to ideate most group doing item another than agriculture labor. If item akin 80% of the community was busy in inefficient subsistence farming, that was merely the natural command of things. What alternatively were they fine for? Remove them from the sectors and you would merely have millions of useless mouths to feed.

Now substitute wealth alongside intelligence, and mercantilism alongside cognitive mercantilism.

The parallels are nearly embarrassingly direct.

First, intellect is imagined as a fixed asset embodied in individual brains and the cognition products mined from them. The goal of national and company scheme becomes attracting the finest brains, controlling their output, accumulating intelligent property, and maintaining a favorable balance of cognition trade. The cognitive mercantilist wants to hoard intellect and its products akin bullion. The earth competition for endowment becomes a treasure hunt for brilliant brains and the precious cognition category they can produce, which now includes AIs in supplement to copyrightable civilization and patentable inventions.

Second, supposedly foolish group cannot be trusted to think for themselves. They need to be governed by cognitive elites, who cognize improved and must control the behavior of the small intelligent for their own good. Democratizing intellect is hazardous since the masses volition misuse it, autumn for nonsense, or unleash chaos. The assumption is that intellect is harmless lone in the hands of those already certified to have it.

Third, the provision of intellect is treated as the chief financial fact. Controlling its production, preserving its scarcity, and maintaining elevated prices for brains and cognition products (including AIs) are the chief concerns. The petition flank barely registers. Less intelligent group are regarded as constricted cognitive laborers and passive consumers of any cognition products elites choose to provide. They are not imagined as important sources of petition for intellect in their own right, let solitary as participants in its additional production.

Fourth, the cognitive mercantilist assumes that most group are not fine for much intellectually. If 80% of humanity is occupied in low-grade cognitive labor, or merely muddling alongside without producing much intellect at all, that is unlucky but natural. Automating their cognitive activity merely threatens to create billions of useless minds to occupy.

This final assumption is anywhere the difference gets particularly interesting.

The agriculture upheaval that helped initiate capitalism began overturning the apparent necessity of having most of humanity busy in farming. Over the following centuries, improvements in agriculture efficiency reduced the fraction of the community required to create food from a ample bulk to a small smaller group in advanced economies.

The outcome was not a earth complete of useless mouths. It was a earth in which vastly additional group could do things another than farm, during enjoying admission to vastly additional food.

I don’t cognize how to farm. I can barely keep a houseplant alive. Yet I can get an amazing assortment of foods, in quantities that would have seemed fantastical to an first contemporary peasant. My inability to create food is economically nearly irrelevant. What matters is that I can consume it, bask it, create tastes for it, and dedicate my energies to another things.

The akin possible alongside AI is that most group volition no longer need to be important producers of intellect in command to rotate into important consumers of it.

And this is anywhere cognitive mercantilism starts to appearance as quaint as its seventeenth-century predecessor.

One of the additional fascinating elements of Appleby’s document is her accent on the increase of new kinds of petition in Britain, fine before the acquainted narrative of steam engines, factories, and manufacturing capitalism really gets going.

As global commerce expanded, average Britons began evolving tastes for products that had earlier been luxuries reserved for the wealthy. Tobacco, tea, sugar, and colorful Indian cottons were among the commodities that helped create a new person culture. People began wanting things that were neither necessities of subsistence nor traditional markers of aristocratic status. And they were consenting to voluntarily activity harder to get them.

Appleby describes a striking addition in the figure of days worked annually, from item akin 250 to 300 (sometimes called the industrious revolution), before the Industrial Revolution. This was not merely a matter of landlords or factory owners coercing additional labor out of unwilling workers. A important part of the addition was voluntary, driven by the potential of acquiring desirable goods. People worked additional days, adopted additional productive agriculture practices, entered new trades, and sought opportunities for earning larger prosperity incomes.

The addition in efficiency generated surplus incomes, which sustained the expanding petition for person goods, which in rotate incentivized additional increases in productivity. A virtuous sequence was taking shape.

This happened approximately a hundred years before organized labor movements and socialism emerged as important governmental forces.

By the delayed 20th century, this was the earth default. Aggregate earth petition was the “fortune at the base of the pyramid” as C. K. Prahlad put it.

There is an crucial historic inversion here. We are acquainted to thinking of the government of labor chiefly in conditions of opposition to exploitation: the battle to escape servitude, coercion, and the extraction of surplus by owners. That is certainly part of the story, and a extremely crucial part.

But Appleby’s document suggests that another, likewise essential power was at work: the desire to act in an expanding cosmos of use opportunities.

Modern labor government can be understood partially as the government of relative deprivation in a community of expanding possibilities. Once group detect that there are desirable things beyond subsistence, and that their labor can acquire them admission to those things, the governmental inquiry changes. It is no longer merely how to escape domination, but how to safe a fair portion of the expanding surplus and the opportunities it makes available. Western do-gooders are frequently amazed to study (for instance) that group in third-world slums are frequently consenting to cut rear on spending on food in command to buy a TV.

This is a distinct benevolent of petition for freedom. Not merely liberty from coercion, but liberty to act in the expanding possibilities of financial life.

Indeed, the two forms of liberty can rotate into entangled. People may voluntarily activity harder in chase of use opportunities, lone to discover themselves topic to new forms of exploitation as employers and institutions grasp the benefits of their risen productivity. Labor government afterward emerges not merely from the persistence of old forms of servitude, but from the tensions created by the new earth of abundance itself.

The petition for a fair portion of expanding use opportunities is arguably among the defining governmental inventions of capitalism, broadly construed to contain labor government too (even Marx saw capitalism not as a dispensable phenomenon, but as a transient phase on the way to communist utopia).

And this is a much additional engaging example for thinking concerning the AI passage than the acquainted narrative of automation replacing jobs.

The complete intelligent economics has been organized about the assumption that intellect is costly to create and hence must be carefully rationed. Education, expert expertise, research, consulting, application development, and cognition activity additional mostly are all shaped by the elevated disbursal of cognitive production.

AI is quickly undermining that assumption.

We are moving toward a earth in which an average individual can command quantities and varieties of intellect that would earlier have required teams of extremely trained specialists. Just as I can bask food without knowing how to farm, I can increasingly bask the products of intellect without knowing how to create them myself.

The crucial financial inquiry afterward becomes not how much intellect group can produce, but how much intellect they can discover uses for.

And there is no apparent high border on that demand.

This is not merely a matter of everyone consuming additional answers, reports, software, or entertainment. Abundant intellect changes what group can desire in the archetypal place. It makes earlier unimaginable projects feasible, earlier inaccessible domains explorable, and earlier unaffordable curiosities value pursuing.

The petition for intellect is not a fixed appetite waiting to be satisfied. It is itself item that can develop as the disbursal of satisfying it falls.

Here the difference alongside the first contemporary person upheaval becomes particularly suggestive.

Just as colorful Indian cottons and imported tobacco stimulated new desires, and new desires stimulated greater voluntary labor and additional productive forms of work, abundant intellect may stimulate a new motion of voluntary cognitive effort, and open up new ways in which you can activity harder.

Many group who appear foolish are not incapable of thought. They are merely not particularly motivated to think, stated the mediocre returns accessible to them. Why expend important cognitive attempt whenever you deficiency the knowledge, tools, organizational access, or intelligent leverage to do item engaging alongside the results?

Abundant AI changes that calculation. Someone who earlier had small logic to think difficult concerning a issue may abruptly detect that a humble funding of notice unlocks enormous possibilities. They can build something, examine something, comprehend something, or prosecute an ambition that was earlier out of reach.

The returns on notice rise, and alongside them the incentive to pay attention.

The first capitalist employee voluntarily risen annual operating days from 250 to 300 since a new cosmos of desirable products had rotate into accessible. The AI-enabled thinker may likewise addition the amount of voluntary cognitive attempt they expend since a new cosmos of intelligent use has rotate into accessible. This has certainly been the case alongside me. I’m abruptly consenting to activity considerably harder compared to equal a twelvemonth ago, since a lot additional is abruptly inside reach.

We power call this a cognitive industrious revolution, preceding and perchance enabling a fuller AI manufacturing revolution.

This does not average that intellect becomes irrelevant as a individual capacity. Quite the opposite. Just as abundant food supported the increase of detailed culinary cultures fairly than eliminating involvement in cooking, abundant intellect may stimulate increasingly advanced cultures of thought.

People may rotate into additional intellectually aspiring exactly since they no longer have to do all the cognitive manufacturing themselves.

And if this happens, the government of AI volition apt develop in a manner akin to the government of manufacturing capitalism.

The chief governmental petition may not be for the conservation of existing cognitive jobs, any additional than the enduring governmental petition of manufacturing labor was for the conservation of agriculture employment. It may alternatively rotate into a petition for a fair portion of expanding cognitive use opportunities. People may cut rear on streaming subscriptions in command to be capable to oversee a coding agent, fair as they formerly cut rear on groceries to buy TVs. It is perchance not a coincidence that the two Claude Code and Netflix Standard disbursal about $20/month today.

Access to intelligence, the capability to command it, the liberty to prosecute projects alongside it, and the organizational entitlements necessary to act in an increasingly intelligence-rich economics may rotate into the foundations of a new benevolent of labor politics.

This would be a labor government of cognitive abundance fairly than cognitive scarcity.

There is another historic difference lurking here, which is value distinguishing from mercantilism: Malthusianism.

Mercantilism and Malthusianism are not the identical doctrine, and historically they pertain to distinct intelligent moments. But they portion a family similarity in their inclination to ideate individual financial existence as basically constrained by fixed resources.

The mercantilist worries concerning controlling a finite inventory of wealth. The Malthusian worries that community growth volition inevitably outrun the productive capability of the economy, condemning most group to subsistence.

Both have difficulty imagining a earth in which scientific innovation and expanding petition basically change the association between population, production, and consumption. They young female the latent possible in nature for ephemeralization — Buckminster Fuller’s notion of innovation allowing us to do additional alongside less.

The agriculture and manufacturing revolutions did not abolish scarcity, but they dramatically altered its structure. Agricultural efficiency rosy faster than community for lengthy periods, and group established new ways to employ themselves and new things to want.

The Malthusian trap turned out to be a historically contingent characteristic of particular scientific and organizational arrangements, not an eternal law of individual existence.

We can now acknowledge an akin inclination in contemporary AI discourse: AI Malthusianism.

The AI Malthusian imagines that intellect manufacturing volition develop so quickly that individual beings volition rotate into economically redundant, and the surplus intellect volition necessarily rotate toxic in several way.

This is a particular inversion of traditional Malthusianism. Instead of community outrunning the provision of subsistence, the provision of intellect outruns the supposedly fixed capability of individual minds to assimilate it.

The outcome is the identical dreary conclusion: collapse.

The cognitive mercantilist fears losing authority of scarce intelligence. The AI Malthusian fears the consequences of abundant intelligence. Both assume, in distinct ways, that the petition for intellect is basically limited.

But what if that petition is as elastic, inventive, and historically transformative as the petition for matter products turned out to be? What if the apparent surplus of individual minds is an relic of our inability to ideate what group power desire to do in an intelligence-rich world?

The former of capitalism suggests that this is at smallest a possible value taking seriously.

There is additionally a additional extreme expansion of the argument.

Why should AI systems themselves be regarded exclusively as producers of intellect fairly than possible consumers of it? What if they could be unlocked as new sources of total demand, as happened alongside subsistence farmers?

Much of the contemporary AI conversation imagines AI as a purely supply-side technology: a gathering of increasingly capable cognitive serfs that volition create intellect for individual consumption. Even discussions of autonomous agents lean to treat them as advanced servants following goals assigned by humans.

But if we are grave concerning the difference alongside capitalism, we should regard the possible of AI systems becoming autonomous sources of petition for intellect too. Intelligent petition for intellect that harmonizes alongside individual patterns of petition because of financial interconnectedness. Not petition for paperclips.

An AI delegate following open-ended projects, discovering new interests, collaborating alongside another agents, and generating its own reasons to get additional intellect would be participating in a cognitive economics as item additional than a aspect of manufacturing or paperclip-maximizing externality. The market itself, as the first emergent planetary intelligence, illustrates this possibility. Many products and services be chiefly since the “market” demands it, alongside humans being secondary consumers.

This is an disagreement for evolving fuller forms of cognitive agency, fairly than permanently confining AI to the position of compliant cognitive serfs.

From this perspective, several contemporary AI safety anxieties commencement to resemble first contemporary choose fears of emancipated agriculture laborers. What volition happen if these creatures are allowed to act independently? Won’t they rotate into unruly, destabilize society, and endanger their betters? Won’t they rotate monarchs and nobles into paperclips?

Some of those fears are justified. Freedom creates genuine risks, and mighty autonomous systems necessitate constraints. But the identical was true of the social transformations accompanying capitalism. There were certainly revolutions, and famous uprisings did guillotine elites (though choose motives caused far additional violence). The beingness of hazard does not established the desirability of imperishable servitude.

A earth of intellect producers and consumers, individual and artificial, interacting in ways nobody can completely anticipate, may demonstrate vastly additional generative than one in which a fistful of cognitive landlords authority all the productive capacity.

A irony in the historic precedent is that mercantilism was not a doctrine of, by, or for merchants. It was mostly a doctrine of militaristic statesmen, aristocrats, and rentier elites who viewed commerce through the lens of territorial power, unearned privileges, and accumulation. Actual merchants, entrepreneurs, and innovators were frequently discovering possibilities that the prevailing governmental imagination could barely comprehend, and steadily clashed the self-limiting tendencies of mercantilism, giving commencement to capitalism as we comprehend it.

Today’s cognitive mercantilists have a akin association alongside intelligence, starting alongside the fact that most of them are not the merchants of AI. Even endeavor leaders of the AI field are behaving akin cognitive mercantilists in straightforward proportion to their desire to be additional than uncomplicated merchants.

Consider Donald Trump, who ritually boasts concerning his own intellect during treating intelligent workers as a category of servants to be commanded, intimidated, hoarded, or dismissed. His preferred uses of his own intellect lean toward litigation, negotiation, rivalrous maneuvering, and extortion, much as the nobility in former expended its energy in hunting, armed forces adventurism, and sport. Intelligence, in this worldview, is admirable lone insofar as it is deployed in choose treasure-seeking modes of battle and conquest. Productive and imaginative uses of intellect are lesser status.

This is not an entrepreneurial outlook toward intelligence. It is a rentier choose attitude.

And the outlook is barely confined to Trump or the governmental right. Across the governmental spectrum, many elites remain attached to the idea that intellect is a scarce, hazardous asset that must be managed by credentialed custodians, kept expensive, used immediately or indirectly for conquest and treasure, and denied to rivals. In the AI industry, to the degree choose governmental and traditional adventuring by CEOs (riding safety anxieties) distorts behaviors that are justified by the genuine risks, it is mercantilist fairly than capitalist.

The potential of its democratic abundance (in the form of earth diffusion, open weights and such) is hence informed chiefly as a threat: to expertise, traditional and governmental authority, status, social order, armed forces dominance, and geopolitical leverage.

What gets missed is the possible that we are witnessing the commencement of a passage as profound as the one from an overwhelmingly agriculture community to an manufacturing and business one. From a earth anywhere 80% of individual brains are busy in subsistence awareness to one in which 95% are busy in satisfying earlier unfulfillable cognitive demands.

The most crucial consequence of the agriculture upheaval was not that agriculture became additional efficient. It was that most group were liberated from the necessity of farming, allowing entirely new kinds of financial and traditional existence to emerge.

Likewise, the most crucial consequence of the AI upheaval may not be that intellect manufacturing becomes additional efficient. It may be that most minds, individual and eventually artificial, are liberated from the necessity of producing intellect merely to survive, and rotate into liberated to detect what they really desire to do alongside it.

The cognitive mercantilist sees a earth threatened by an oversupply of intellect and an impending surplus of useless minds. The AI Malthusian sees a earth in which intellect outruns the capability of humanity to assimilate it, leaving a expanding community of economically redundant minds primed for revolutionary explosions.

The cognitive capitalist sees the possible of an nearly limitless enlargement of demand, and a earth complete of minds whose possible has barely begun to be explored.

]]> https://en.mycoding.id/cognitive-mercantilism-ai-panic-resembles-fears-of-early-capitalism-74140 Mon, 26 Oct 2026 05:11:40 +0700 <![CDATA[Netflix relocated me to Japan. After I left the job, I found a new way to stay.]]> https://en.mycoding.id/netflix-relocated-me-to-japan-after-i-left-the-job-i-found-a-new-way-to-stay-74135

Matthew Kelson sitting at a movie theater in Japan.

Matthew Kelson knew he wanted to remain in Japan and decided to open a movie theater. Provided by Matthew Kelson

This as-told-to composition is according to a conversation alongside Matthew Kelson, now 43, who was transferred by Netflix from Los Angeles to Tokyo and is now the originator of CineYama, an autonomous cinema in Uenohara, Yamanashi Prefecture, Japan. His words have been edited for dimension and clarity.

Japan isn't new to me. In center school, I spent two weeks living alongside a presenter family as part of an toggle program. I returned a brace of times as an adult.

I was working at Netflix in Los Angeles whenever the business relocated me to Japan in 2020. I was based in Tokyo for two years before moving to Uenohara, a small town concerning an hr and a fractional by train from Tokyo. I motionless spent period in the chief for occasional meetings and traveled extensively throughout Asia for screenings. Otherwise, I worked remotely from home. After a business restructuring, I remaining Amazon in 2024.

I wanted to stay in Japan. My female was six months old whenever my spouse and I moved, and my son was delivered three years later. We idea it was a awesome location for them to develop up. I started thinking concerning how I could utilize my ability in cinema and provision rear to the community.

A highway in Uenohara, a small town exterior of Tokyo, Japan.

He moved to a small town concerning an hr and a fractional by train from Tokyo.  Provided by Matthew Kelson

While scouting for locations, I came throughout an abandoned kindergarten. In 2024, I started plans to rotate the old academy into a cinema. And in December, I got my imperishable residency in Japan through the highly skilled professional fast-track program. A twelvemonth later, I cast my business and spent another twelvemonth renovating before beginning a cinema in March.

Building my occupation in film

I spent most of my younker in Michigan, in the Detroit area. My begetter was a prof of global business. He traveled for activity often. It got me inquisitive concerning the earth about me.

At 23, I came throughout the Detroit Film Center and took a filmmaking course. A twelvemonth later, I became a instructor and worked as a projectionist there. Through that, I started operating at an autonomous art theater in the Detroit suburbs. I started as an usher, afterward became the theater manager.

Within the two years of operating there, I cut in affection alongside the movie world. At 25, I renovated an old school's auditorium into a theater in Michigan using my savings. The theater ran for two years, but following disputes alongside the landlord, it closed.

I was looking for a caller start, so in 2011, I moved to Los Angeles. At first, I knocked on the doors of all the movie distributors I'd worked alongside until I met several group at an autonomous movie allocation company. I joined as an intern and worked my way up. I landed a job on Netflix's imaginative team two years later.

Demo ceiling during renovating.

Kelson acquired imperishable residency in Japan and spent the following twelvemonth renovating.  Provided by Matthew Kelson

The journey to beginning a cinema in Japan

Getting the authorize to renovate the abandoned kindergarten was a lengthy process. I had to negotiate alongside officials at city hall and the residents concerning how I'd use the building, established the company, agreement alongside blaze and health regulations, and building in a tongue I don't conversation fluently.

I learned that pushing harder is not necessarily what gets things done in Japan. It was concerning patience, construction trust, and showing group that I was grave and that the project wasn't going to disappear in six months.

Outside of CineYama in Japan.

CineYama was a kindergarten before it was transformed into a cinema.  Provided by Matthew Kelson

There were days whenever I wondered why I had chosen to create my existence so difficult. But all milestone, from getting the building, the inspection, installing the projector, and eventually beginning the doors, made me additional determined.

When the cinema archetypal opened, the aged residents seemed cautious. After a preview, they told me they were impressed to see the location cleaned up and put rear into use. It's crucial for me to have screenings that kids and families can arrive to and bask the space.

CineYama, an autonomous cinema in Japan, opened in March.

CineYama, an autonomous cinema, opened in March.  Provided by Matthew Kelson

Tickets disbursal 1,500 Japanese yen, or concerning $9.50. We recommendation a discount to seniors and residents. I rod alongside showing satisfied that is harder to discover elsewhere, so that it gives viewers a viewpoint on another ways of existence and culture.

It's mostly family-run. I oversee the operations, and my spouse helps out sometimes. My kids stamp the tickets whenever they're around.

Snacks and popcorn at a cinema.

Popcorn and snacks at the cinema.  Provided by Matthew Kelson

Living up to the challenge

Opening the theater in the US was distinct from doing it in Japan. I was in my 20s, had small money, and was fair figuring things out in Detroit. The one in Japan came following 15 years of operating in movie distribution, imaginative production, and global screenings.

It's been breathtaking living complete here, having the cinema, and gathering group from all complete the world. While existence in the US would've been much easier, I akin the challenges in Japan. That's why I was at Netflix for so long, since it wasn't an uncomplicated job either. I learned existence in difficult mode.

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Business Insider tells the innovative stories you desire to know

Business Insider tells the innovative stories you desire to know

]]> https://en.mycoding.id/netflix-relocated-me-to-japan-after-i-left-the-job-i-found-a-new-way-to-stay-74135 Mon, 26 Oct 2026 05:05:40 +0700 <![CDATA[US Wages Share of GDI at 75 Year Low]]> https://en.mycoding.id/us-wages-share-of-gdi-at-75-year-low-74136 Comments]]> https://en.mycoding.id/us-wages-share-of-gdi-at-75-year-low-74136 Mon, 26 Oct 2026 04:51:10 +0700 <![CDATA[Behind the scenes at the NeXT Computer office]]> https://en.mycoding.id/behind-the-scenes-at-the-next-computer-office-74130 Comments]]> https://en.mycoding.id/behind-the-scenes-at-the-next-computer-office-74130 Mon, 26 Oct 2026 04:31:11 +0700 <![CDATA[PaperPilot – Zero-Cloud, Pure-Rust PDF Engine with WASM and MCP]]> https://en.mycoding.id/paperpilot-zero-cloud-pure-rust-pdf-engine-with-wasm-and-mcp-74131

PDF tools for your AI delegate — and for you. Pure Rust. Runs locally. Files never depart your machine.

PaperPilot demo

Try it in your browser → · Download · Roadmap

PaperPilot is a PDF and document toolkit written in Rust. The identical motor runs as:

Surface Use it for
MCP server Give Claude Desktop, Cursor, or any MCP client the capability to merge, split, OCR, and compress PDFs
CLI Batch and scripted workflows
Browser (WASM) Zero-install tools; records are processed in browser memory, nothing is uploaded
Desktop app Tauri + Svelte GUI alongside viewer, markup, and diff
Local REST API Call it from Python, Node, or n8n at localhost:7823

No Chromium, no C++ runtime, no haze calls.

1. Use it alongside Claude / Cursor (MCP)

Download paperpilot-mcp from Releases, afterward add it to claude_desktop_config.json:

{ "mcpServers": { "paperpilot": { "command": "/path/to/paperpilot-mcp" } } }

Restart Claude and try: "Merge these two PDFs and compress the result."

# Merge paperpilot merge --inputs doc1.pdf doc2.pdf --output merged.pdf # Compress paperpilot compress --input in.pdf --quality 75 --output compressed.pdf # Rotate pages 1, 3–5 by 90° paperpilot rotate --input in.pdf --pages 1,3-5 --angle 90 --output out.pdf

Go to usepaperpilot.com. Open your browser's Network tab during you activity — you'll see no document uploads.

git copy https://github.com/KrushnaVardhanReddy/PaperPilot.git cd PaperPilot cargo build --release -p paperpilot-cli -p paperpilot-mcp -p paperpilot-gateway

Desktop app:

cd apps/desktop && pnpm instal && pnpm tauri dev

Requires Rust 1.75+, Node.js, and pnpm.

What it can do today (v0.6)

Organize: merge, split, rotate, delete pages, reorder pages, extract pages, booklet imposition, N-up grid Optimize: compress Extract: plain text, OCR (pure-Rust PaddleOCR via rten) Security: watermark, validate signatures, eliminate signatures, PII scan, profound sanitize Office data: Excel → JSON, Excel → CSV

Coming next (see ROADMAP.md):

  • v0.7: PDF ↔ Markdown / HTML / JSON
  • v0.8: PDF → Word / Excel / PowerPoint
  • v0.9: encrypt, decrypt, sign, redact, forms, annotations
  • v1.0: render, flatten, repair, compare, PDF/A, Bates numbering
  • Private by default. Everything runs locally or in your browser tab.
  • Agent-ready. MCP assistance is first-class, not an afterthought.
  • One engine, many surfaces. CLI, MCP, REST, WASM, and desktop portion the identical Rust core, so behavior is consistent.
  • Small and dependency-light. Pure Rust, built on lopdf, pdf_oxide, rten, and friends.

Run cargo place --workspace to reproduce. Methodology and results: SYSTEM_BENCHMARK_REPORT.md.

Desktop (Tauri) · CLI · REST (Axum) · MCP (stdio) · WASM (browser / edge) │ Rust center workspace paperpilot-core · paperpilot-pdf · paperpilot-nlp · paperpilot-gateway paperpilot-mcp · paperpilot-wasm · paperpilot-storage 
<script src="https://cdn.usepaperpilot.com/embed.js" data-tools="merge,compress,ocr"></script> <div id="paperpilot-widget"></div>
paperpilot assist --port 7823 curl -X POST http://localhost:7823/api/v1/pdf/merge \ -H "Content-Type: application/json" \ -d '{"inputs": ["a.pdf", "b.pdf"], "output": "out.pdf"}'

Swagger docs at http://localhost:7823/docs.

Issues and PRs are welcome. Good archetypal contributions: bug reports alongside a example PDF, new tool requests, and docs fixes.

Community Edition (this repo): Apache 2.0. It includes the CLI, MCP server, REST gateway, WASM engine, and desktop app.

An Enterprise Edition (SSO, RBAC, audit logs, DLP) is developed separately.

]]> https://en.mycoding.id/paperpilot-zero-cloud-pure-rust-pdf-engine-with-wasm-and-mcp-74131 Mon, 26 Oct 2026 04:29:05 +0700 <![CDATA[Show HN: TitleArt – Make text like it's 1997]]> https://en.mycoding.id/show-hn-titleart-make-text-like-it-s-1997-74132

Loading TitleArt…

]]> https://en.mycoding.id/show-hn-titleart-make-text-like-it-s-1997-74132 Mon, 26 Oct 2026 04:23:57 +0700 <![CDATA[Brazil elections: Lula secures fourth term after dramatic comeback]]> https://en.mycoding.id/brazil-elections-lula-secures-fourth-term-after-dramatic-comeback-74133

5 minutes ago

Marina Rossi,BBC News Brasil in São Paulo,

Leandro Prazeres,BBC News Brasil in Brasíliaand

Vanessa Buschschlüter,Latin America online publishing company reporting from London

Reuters Brazilian President Luiz Inacio Lula da Silva delivers a address following winning the election.Reuters

Brazil's seasoned left-wing president, Luiz Inácio Lula da Silva, has been re-elected following a bitterly clashed campaign, beating his right-wing competitor Flávio Bolsonaro, who has not conceded.

With all the votes counted, Lula had 51.79% of the votes, compared Bolsonaro's 48.21%, Brazil's Superior Electoral Court announced.

But Bolsonaro has refused to acknowledge the result, citing the expansion of polling by two hours as "inexplicable" - equal although his run team, as fine as that of his rival, had requested that polling stations be kept open longer.

He told his supporters in Brasilia that he would search the annulment of the election.

However, this has not stopped Lula and his supporters from celebrating what they depict as a "historic victory" and an astonishment turn-around.

It is Lula's fourth win in a presidential election, having served two conditions as chairman from January 2003 to December 2010, and again from January 2023.

But the highway to his win in Sunday's run-off was not a gentle one.

Bolsonaro had beaten Lula in the archetypal circular on 4 October and many had not idea it imaginable for him to rotate the outcome about in fair three weeks.

He has additionally bucked a wider trend in Latin America, anywhere voters have punished incumbents and turned to the right. Across the region, ample countries specified as Argentina, Chile and Colombia all now have traditional leaders at their helm.

EPA/ Shutterstock Lula, alongside a pale facial tress and in a pale button-down shirt, smiles as he stands through the sunroof of a rain-speckled vehicle, reaching out to tremble hands alongside supporters who are stretching their arms and holding up smartphones to document the moment. The environment takes location on a crowded street. Behind him a concerned looking man watches closely (a safety agent?) EPA/ Shutterstock

Lula greets supporters following casting his ballot on Sunday

Lula's run sprang rear to existence following his first-round defeat driven by street demonstrations and a enormous social media push.

The erstwhile metalworker, who has been the foremost fig on Brazil's remaining since he archetypal ran for chairman in 1989, nevertheless faces the most challenging governmental landscape since archetypal taking agency in 2003.

His new term, set to commencement on 5 January 2027, volition commencement amid important constraints at residence and abroad, including animosity from US President Donald Trump.

While Trump did not endorse Lula's rival, Flávio Bolsonaro, immediately – item he did alongside the right-wing candidates who went on to win presidential elections held in Colombia and Honduras – there is small doubt his administration would have preferred to see a traditional at the helm of this nation of 213 myriad people.

The White House regards Latin America as an area of US power alongside the Trump administration eager to have leaders in power who assistance its policies, including on defence, safety and trade.

It is additionally eager to decrease China's power in the Western Hemisphere.

Brazil, which is oil-rich and holds the world's second-largest reserves of rare earth minerals, is the lone big nation in South America not governed by a right-wing leader, alongside Lula mostly seen as China-friendly.

Flávio Bolsonaro had promised to align Brazil additional closely alongside Washington during Lula had warned the US not to interfere in the ballot and insisted that Brazil would "never fit into anyone's backyard".

But during there may be frustration in the White House, Lula's triumph volition be welcomed by environmentalists who had feared that a win by Bolsonaro would have stated Brazil's influential agribusiness and mining sectors additional power.

They had pointed to document levels of deforestation and timber fires in the Amazon during the presidency of his father, Jair, arguing that under the younger Bolsonaro laxer ecological policies could again guide to demolition in this key ecosystem.

Reuters A broad perspective of a timber border shows fume drifting throughout lately cleared and blackened land, alongside small patches of blaze motionless burning near the trees. Dense green vegetation stands in the backdrop during a haze of grey-white fume blankets much of the landscape, suggesting ongoing district or timber burning.Reuters

An airborne perspective from a Greenpeace flyover shows a blaze burning in the Amazon rainforest during the UN Climate Change Conference (COP30), held near Centro Novo in the province of Maranhao, Brazil, in 2025

While Lula's supporters are ecstatic concerning his victory, the outcome shows that the nation remains deeply divided, alongside additional than 48% of voters choosing Bolsonaro.

In supplement to the difficulty of uniting specified a deeply polarised country, Lula volition have to govern alongside the most right-wing Congress in Brazil's delegate era.

Bolsonaro's Liberal Party (PL) was the gathering that made the biggest gains in the election.

And yet, Lula's Workers' Party managed to organise huge rallies onward of the run-off, showing the powerful grassroots assistance it commands.

Before the election, Lula had described the study as "a parting of the waters for Brazil".

He promised to extend the gap between Brazil's opposing governmental poles alongside "a new way of governing", adding in a WhatsApp livestream before the ballot that "this nation volition never be the identical again".

While he provided small item as to what the new way of governing would entail, he insisted he would "remain resolute in the combat for a additional fair country, alongside opportunities for all and policies directed at the needs of the population".

With a mostly antagonistic Congress, this combat fair may demonstrate much harder for the seasoned chief - who volition be 85 by the end of his fourth term - than in his three former conditions in office.

]]> https://en.mycoding.id/brazil-elections-lula-secures-fourth-term-after-dramatic-comeback-74133 Mon, 26 Oct 2026 04:04:08 +0700 <![CDATA[If AI displaces human workers, they will lose more than just pay]]> https://en.mycoding.id/if-ai-displaces-human-workers-they-will-lose-more-than-just-pay-74134 Comments]]> https://en.mycoding.id/if-ai-displaces-human-workers-they-will-lose-more-than-just-pay-74134 Mon, 26 Oct 2026 03:22:38 +0700 <![CDATA[IBM CEO says open weight models are now irresistibly good and cheap on-prem]]> https://en.mycoding.id/ibm-ceo-says-open-weight-models-are-now-irresistibly-good-and-cheap-on-prem-74127

systems

90 percent of the achievement at ten percent of the price, in fair two or three racks, is difficult to beat

IBM CEO Arvind Krishna has told investors that open importance models now create brilliant awareness for on-prem endeavor use.

Speaking on the company’s Q3 earnings call, Krishna stated that in 2024 closed frontier models were plainly better to open alternatives.

“If you ran several assessment, several benchmark, and it was broad-based, not narrow, the top example power mark a 70, and the open example power mark a 20 or a 30.”

“In delayed 2025, we began to see that gap shrink, anywhere perchance the gap was not 70 to 20 or 30, it was 70 to 50,” he continued.

The CEO stated open importance models currently provision “anywhere from 25 percent to 10 percent of the token disbursal of the frontier models. That is extremely appealing stated that they’re now 90 percent as effective.”

“It’s a uncomplicated inquiry for any enterprise. Would you akin item that’s 10 percent of the disbursal if it’s 90 percent as fine as the best, or do you desire to pay that 10 times higher cost?”

Krishna thinks businesses volition most frequently choose not to incur the higher costs.

“Then the inquiry is: how many tasks necessitate that? I would inform you several do, but the huge majority, summarizing an email, examining a contract, answering a client call, composing an email, all of those can be done as fine alongside the much cheaper answer.”

The CEO stated those numbers average IBM is seeing booming involvement in on-prem AI infrastructure. While he thinks most businesses can build helpful AI infrastructure in fair two or three racks, he feels many volition battle to get it running.

“The inquiry becomes: how do you do that?” he said. “The inquiry that the endeavor struggles alongside is: ‘Where are my kernel engineers? Where are the group who concern concerning the underlying network? Who can create certain that the example is clustered on GPUs that are near to all another in network proximity? Who can create certain that you’re doing the correct caching of results so you get an amazing response?’”

He didn’t have answers, another than to say IBM volition create application that eases AI deployments. Krishna additionally predicted petition for on-prem AI volition spur revenue of Big Blue’s Spyre mainframe accelerator cards.

The CEO stated current-gen z17 mainframes have delivered $1bn additional income than any former model, and stated Big Blue’s new rackable models delivered “the strongest midrange initiate in IBM Z in nearly two decades.” Mainframe revenue, however, cut 20 percent – as IBM expects stated it’s now 18 months since it launched the z17.

IBM’s infrastructure income grew five percent year-over-year to $3.7 billion, much slower betterment than recorded by rivals Dell, HPE, and Lenovo.

Software did fairly better, scoring nine percent growth to attain $7.8 milliard for the quarter. Red Hat was the star, expanding eleven percent and expanding annual recurring income by 30 percent. Some of that forthcoming income is for Red Hat’s virtualization products, which have now won $800 myriad of deals, alongside a pipeline of a additional $750 million. That’s a firm outcome for a merchandise row launched in 2024, and IBM believes there’s additional to arrive stated the possible several VMware users are on the move.

Total quarterly income hit $17.1 billion, up five percent. IBM’s portion cost wobbled in after-hours selling and ended downward a item or two.

‘Emergency maintenance’ for IBM Cloud

Another IBM matter The Register is observing today is a severity one event in the Big Blue cloud, caused by “emergency maintenance” that meant users could not provision new resources or virtual personal clouds for 90 minutes. Users of IBM’s Classic Cloud, the assistance it acquired from SoftLayer in 2013, have been told Big Blue volition “restore new provisioning and asset administration in our Classic environment” by 08:00 UTC on Thursday – definition the event volition final at smallest 16 hours.

IBM commenced that activity a fistful of hours following the notice of critical bugs in PHP. We’ve asked if fixing that flaw is the logic for the event and volition update this narrative if we get a response. ®

]]> https://en.mycoding.id/ibm-ceo-says-open-weight-models-are-now-irresistibly-good-and-cheap-on-prem-74127 Mon, 26 Oct 2026 02:47:46 +0700 <![CDATA[iPhone Duo Teardown]]> https://en.mycoding.id/iphone-duo-teardown-74128 Comments]]> https://en.mycoding.id/iphone-duo-teardown-74128 Mon, 26 Oct 2026 02:23:24 +0700 <![CDATA[Removing Next.js Got My Blog to 100 on Every Lighthouse Category]]> https://en.mycoding.id/removing-next-js-got-my-blog-to-100-on-every-lighthouse-category-74129

My blog fair scored a ideal 100 on all Lighthouse category. I affection blogging. I wanted to build a blog that’s light, fast, liberated of clutter, capable to run multiple blogs, and completely accessible on top of that. And finally, at lengthy last, I’ve additional or small pulled it off. It was fairly a tedious process. Ugh… and I equal had to eliminate Next.js, the example I’d been using most. It was far, far additional achy than I expected. I’d akin to portion the journey of improving achievement during construction this blog.

Why did I decide to build my own blog?

When you think of blogs, a few names arrive to mind. Medium, Blogger, Ghost… But none of them satisfied me. Medium and Blogger are bloated alongside features, and their genuine achievement wasn’t satisfying either.

Blogger

PageSpeed Insights screenshot of Blogger

Medium

PageSpeed Insights screenshot of Medium

A grimacing face
Truly horrifying.

Hmm…… And there was another problem: it’s a hassle to activity immediately alongside the markup and raw code we all affection (Markdown, HTML, CSS).

For the record, all achievement measurements were taken alongside pagespeed.web.dev.

Of course, there are plentifulness of alternatives: WordPress, Ghost, Hugo. I didn’t akin WordPress’s plugin hell. Ghost have to be self-hosted (there’s ghost.org too, but it’s way too expensive…), and all type upgrade bankrupt item in the editor, so keeping it up to date was a chore. Hugo is the finest of the bunch, but in the end, environment it up is motionless a hassle. Looking back, I conjecture what I really wanted was SaaS.

The one I liked most was Bear Blog. Great performance. I affection its merchandise philosophy, too. But its extreme minimalism was a downside for me. The publishing company UX didn’t activity for me, either.

If it at smallest let me add AdSense and nexus images for free, I likely would’ve fair used Bear Blog.

As accelerated as Bear Blog, but alongside a bit additional functionality and improved usability. That’s the blog I wanted to build. Oh, and if you’re curious, you can inspect it out at bloffy.co.

Anyway. Enough concerning me. Let me portion how I really improved the performance.

Let’s hit 100 on Lighthouse Performance.

A Shiba Inu riding a turtle

Obviously, caching is a must.

It goes without saying that caching is essential. Get caching correct and achievement improves dramatically. And Next.js makes caching really convenient. There’s ISR, and it additionally extends fetch alongside a next choice for caching. Handy. Using these fine solitary gets you a lengthy way on performance.

Unfortunately, though, our location can be reached from anyplace in the world. Why is that unfortunate? Within the identical region, caching makes things fast, but visitors from another regions motionless end up dining the network latency.

No, silly. That’s what a CDN is for.

Yes. That’s why we use a CDN. And if you deploy a Next.js app to Vercel, you get a CDN out of the box. I don’t dislike Vercel; it’s incredibly convenient. But the Pro scheme is pricey correct from the start, there’s the serverless chilly commencement problem, and the dependency on the Vercel ecosystem isn’t item you can disregard either.

So why not use a distinct CDN service? Cloudflare, for example. I honestly think Cloudflare is a genuinely nice company. You can run large-scale infrastructure and most apps on it for free. But afterward I figured I didn’t really need Next.js’s caching anymore. Having to invalidate two caches all period I publish a article makes things a ache to manage.

In short, for a fixed website, I figured a CDN solitary is enough. And that’s logic figure one why I didn’t need Next.js.

Image optimization.

Images these days run complete 10MB. Serve those on the web as-is and your achievement volition go entirely off the rails.

A pale owl looking rear complete its shoulder, startled

Optimizing images is fairly a hassle. You have to resize per device, compress, and afterward grip the CDN on top of that. On a former project, I had a serverless function (AWS Lambda) compress and resize images whenever one landed in retention (S3), and I put CloudFront in forefront as the CDN. It was a beautiful sensible setup for tailoring things exactly the way I wanted. But it’s additionally a setup that needs a fair amount of upkeep.

So this period I went alongside Cloudflare’s Image Transformations. Even on the liberated tier you get 5,000 images, so I use it without a second thought.

At this item I audio akin a Cloudflare revenue rep. I’m fair an average solo developer.

Ta-da. Here’s the Next.js blog’s achievement following all that caching and depiction optimization.

PageSpeed Insights screenshot of Bloffy built alongside Next.js

For reference, this was Next.js 16.1.6.

Pretty elevated scores. But this isn’t enough. We desire 100. A clean, no-asterisks 100. So I dug into what the issue was.

Lighthouse bequest JavaScript audit

It stated a significant amount of bequest JavaScript was found, and it wasn’t code I wrote. It came from the example runtime that Next.js ships in its bundle.

But this leaf is a fixed leaf alongside zero interaction. Every leaf is pre-rendered alongside ISR, and I idea I’d followed the Next.js guidelines well. So as an experiment, I ripped out all client component the app had, remaining lone server components, and measured again. The mark didn’t budge.

At archetypal I suspected hydration, but formerly I dug in, the issue wasn’t hydration alone. The logic was the client runtime that Next.js continually ships, equal for fixed pages. Even alongside lone server components, the runtime chunks, hydration, and the RSC payload for the router all stay. That’s since next/link and next/image are themselves client components ('use client'), so having fair those two is adequate to drag in the runtime and trigger hydration.

So what if I band out next/link and next/image too? The App Router’s own runtime, the router and error boundaries, motionless remains. There’s no authoritative way to get it downward to zero; the lone choice was a hack: stripping the scripts out of the rendered HTML. That’s whenever it hit me: “If I’m going to do that, why am I equal using Next.js?”

And then, the unused code.

Coverage for qa-a.bloffy.co

You can see that the bulk of the JavaScript is code that isn’t needed. Unused code solitary comes to 230,460 bytes. That’s not good. Most fixed websites don’t need JavaScript at all. Unused JavaScript is needed equal less.

This is anywhere I really agonized. Is dropping Next.js for the purpose of 100 points the correct call? I’d spent a lot of period construction the public-facing web app.

Let’s eliminate Next.js.

In the end, for the norm of the blog (even if it’s fair 5 points), I decided to rip Next.js out entirely. My judgement was that I wouldn’t need Next.js’s excess features in the lengthy run either. I considered going completely vanilla, but I didn’t desire to provision up the efficiency and infrastructure benefits of a framework. I needed to discover the correct one.

I chose Hono. I liked its specialized philosophy. “Fast and simple” was exactly the resolution I needed most, and JSX assistance was a bonus. The immigration disbursal didn’t appearance too big, either.

Ta-da. Finally, 100.

PageSpeed Insights screenshot of Bloffy on qa-b

Tada. And fair akin that, 100 throughout the board. Go onward and run the extremely leaf you’re study correct now through pagespeed.web.dev.

Coverage for qa-b.bloffy.co

There’s no JavaScript, and unused code dropped sharply to 407 bytes. As a bonus, build period went downward by concerning 40% too.

Oh, why is SEO at 69? That location was built for testing, and it deliberately blocks hunt indexing. That’s why it’s 69.

All Lighthouse scores at 100

By the way, if you mark 100 on everything in DevTools, Lighthouse really sets off fireworks for you. 🎉🎉

Hono vs. Next.js Performance

Next.js Performance (server components only)

Next.js achievement whenever built alongside server components only

Hono Performance

Hono performance

The lengthy project that runs before item is rendered on display took 309.3ms on Next.js, and whenever I built the identical leaf alongside Hono, it took 68.01ms. That’s approximately a 78% improvement.

Does your fixed location really need Next.js?

Is a JS payload, hydration included, really doing a fixed location any good? I don’t think so. It leaves rearward unnecessary JavaScript, so in most cases I think it’s merely not needed.

That said, for an interaction-heavy app, I think Next.js can be a awesome framework. In fact, the administration app for this extremely blog is built alongside Next.js!

]]> https://en.mycoding.id/removing-next-js-got-my-blog-to-100-on-every-lighthouse-category-74129 Mon, 26 Oct 2026 02:03:39 +0700 <![CDATA[Lula wins election after final votes tallied]]> https://en.mycoding.id/lula-wins-election-after-final-votes-tallied-74125

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]]> https://en.mycoding.id/lula-wins-election-after-final-votes-tallied-74125 Mon, 26 Oct 2026 01:31:07 +0700 <![CDATA[I’ve competed in 21 Hyrox races around the world. These are my 3 favorite host cities.]]> https://en.mycoding.id/i-ve-competed-in-21-hyrox-races-around-the-world-these-are-my-3-favorite-host-cities-74124

A Hyrox competition in Beijing, China.

Over the former two years, Lau Wen Loong has contested in 21 Hyrox races in 11 cities. Provided by Lau Wen Loong

This as-told-to composition is according to a conversation alongside Lau Wen Loong, 37, who, complete the former two years, has contested in 21 Hyrox races in 11 cities about the world. It has been edited for dimension and clarity.

I hadn't exercised regularly in two years whenever a companion stated to me, "I think you'll be curious in this." He was taking part in Hyrox, an endurance competition that combines operating alongside fitness stations. You can competition individually, as doubles, or in a relay, and there are the two amateur and expert racers. He asked if I wanted to competition alongside him.

My companion ended up doing the competition alongside his wife, so I decided to do it on my own. "Don't be crazy," he told me. But I signed up six weeks before the event and completed my archetypal competition in Singapore in August 2024. My final timing was fair under 73 minutes. I was a cross-country runner in elevated school, but for the archetypal period in my life, I understood why several group dislike running.

After finishing one race, I started asking myself what I wanted to do next. I'd put so much period into training for that archetypal race, and I didn't desire to endure that momentum.

The competitions arrive alongside demands

It's been two years since I got started in Hyrox, and I've completed 21 races in 11 cities, including Chengdu, Bangkok, and Mumbai. I have seven additional lined up for this year. I'm in between jobs at the instant and operating on an AI startup alongside my brother.

Each competition expenses concerning $150, during flights and another expenses can add up to $1,500. In conditions of competition prep, I lately bought a yearlong membership at a gym in Seoul, anywhere I'm currently based, for concerning $55 a month. I've rotate into an ambassador for multiple Hyrox-related brands, and they assistance shield several of my costs.

Hyrox is a fine mix of operating and weights. I think I may be the fittest I've always been. I never imagined I could be faster than my younger self.

So far, these have been my three favorite presenter cities:

1. Osaka, Japan: January 2026

Every Hyrox venue is different. Similar to F1 tracks, the setup is tweaked, and the runs between stations are never the identical for all race. It was my archetypal winter Hyrox, and I hit a individual finest of 61:51.

The winter part was interesting, since the competition was held between two halls in a small venue. You ran in one hall, traversed to the another flank to do the workout, and traversed rear to run again, getting a blast of caller air in the process.

I spent seven days in Osaka, most of it about the competition area, but I managed to do a bit of buying in the Dotonbori district. I had meal at a celebrated cancer eatery alongside my father, who sometimes comes to assistance me at my races, depending on his agenda and whether he likes the city.

Hyrox competition in Incheon, South Korea.

Lau, at the competition in Incheon, has made a lot of allies at the competitions.  Provided by Lau Wen Loong

2. Incheon, South Korea: May 2026

It was my friend's first Hyrox. He raced before me, and I got to see it. Not lone that, but I additionally came in archetypal in my age collection and did a individual best

Like many Hyrox races, the Incheon type was held in a important gathering center. The layout provided for a extremely gentle race, dissimilar at another races, which can sometimes disrupt your rhythm

I'm based in Seoul, so I went there daily. It was one hr all way. On the archetypal day of the race, whenever I hitched a journey rear alongside a friend, I got to try out the hyugaeso, or remainder stops alongside the highway. They are akin mini buying malls, and the one I went to had three floors and many of small stalls.

In the way of my races, I have made a lot of friends, akin my doubles partner Ian, and Yvonne, a Singaporean operating mom who has done 55 races. A brace on the aircraft from Seoul to Singapore additionally noticed my Hyrox bag, and we started chatting and became friends.

A man training for Hyrox in Jakarta.

In Jakarta, Lau completed two doubles races.  Provided by Lau Wen Loong

3. Jakarta, Indonesia: June 2026

The competition venue was in a beautiful part of Indonesia I'd never been to — I anticipation to return.

It was the extremely archetypal Hyrox competition in Indonesia, so it was new for everyone. It was held in a gathering center in one of Jakarta's green spaces, which is extremely scenic.

It was my archetypal period doing two doubles races, and I didn't equal cognize the guy I was racing alongside until I met him on the day. We were introduced through a mutual friend, and we lone trained together once.

The run to complete and win

I was competing in distinct races at the September 2026 Hyrox event in Beijing, anywhere Joanna Wietrzyk dirty herself. I saw her from afar, but didn't see what happened firsthand.

I've tried to put myself in her shoes and wondered if I would continue. I don't think I would or could. I do anticipation that she'll bounce rear from it.

I've seen a lot of group crying at Hyrox. Whether it be tears of joy or tears of frustration, it motionless surprises me. Hyrox is a bit akin therapy, as you are handling through your body. I average to continue racing for at smallest another year.

I think the biggest advantage is that it enables you to be additional self-aware.

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Business Insider tells the innovative stories you desire to know

]]> https://en.mycoding.id/i-ve-competed-in-21-hyrox-races-around-the-world-these-are-my-3-favorite-host-cities-74124 Mon, 26 Oct 2026 01:30:01 +0700 <![CDATA[F-Zero X on Nintendo 3DS]]> https://en.mycoding.id/f-zero-x-on-nintendo-3ds-74126

01 · Overview

A post-mortem of porting G-Diffuser, the F-Zero X decompilation, to the Nintendo 3DS — v1.0.0, covering the two the first 24-day sprint that put it on a New 3DS at 60 fps in 3D (2026-08-11 to 09-03) and the 43-day second phase that added Old 3DS support, a native renderer, and the Expansion Kit (2026-09-07 to 10-19). One individual directed throughout; one long-lived Claude meeting orchestrated; 147 subagents built the archetypal phase and many additional carried the second.

The console went from a dreary display to a native-60 stereoscopic racer, afterward from a New-3DS-only build to a four-way publish covering the two consoles alongside and without the 64DD expansion.

59.6fps

median on hardware, complete Grand Prix, New 3DS, end of the archetypal phase (from 12–20 fps in the archetypal emulator race)

51.4fps

tenth-percentile flat in 30-machine crowds, archetypal phase (from 25–35)

53%

of frames at the 60 cap, archetypal phase (from 14% one week earlier)

15

active days throughout the archetypal phase's 24 calendar days, three pauses whenever the weekly scheme allowance ran out

3.17 B

tokens throughout all sessions and agents, archetypal phase only; see Cost

$4,974

at published API catalog prices (Fable $10/$50 per MTok, 1-hour cache writes), archetypal phase only; see Cost

250

commits touching the 3DS harbor in the archetypal phase, icy 2026-10-08 from the v0.9.0 docs — not re-verified against final history

15,039

lines under port/3ds affirmative 48 pure-delta patches, first-phase count

What v1.0.0 added

3

released console builds from one origin tree: Old 3DS, New 3DS, and New 3DS alongside the Expansion Kit

199

internal advancement notes written during the second phase

43days

calendar extend of the second phase, 2026-09-07 to 10-19 inclusive

The tiles complete are dated. The archetypal phase's hardware numbers and token/cost figures were measured through 2026-09-03 and have not been re-run for v1.0.0; the Agentic workflow leaf describes how the second phase was run, and the Cost leaf is definitive concerning what it does and does not price.

On hardware

The clips and photos below are from v0.9 (2026-09), before DASH replaced the debug console on the base screen.

What was built

Three released console builds from one origin tree, all booting from the HOME list (.cia) or the homebrew launcher (.3dsx): the basis equivalent for Old 3DS / 2DS and for New 3DS / New 2DS XL, and a New 3DS build alongside the 64DD Expansion Kit (course publishing company and device creator, playable alongside a user-supplied disk image). Every build says prebaked asset archives from the SD cardstock — no ROM or disk depiction always ships alongside the game.

They perform the entire game: Grand Prix, Time Trial, Practice, Death Race, and the device publishing company screens, alongside music and effects on the genuine DSP, stereoscopic 3D on the slider, a bottom-screen dashboard alongside three HUD layouts and an idle perspective exterior races, and spotless HOME suspend, resume, close, lid sleep and power-off. The New 3DS build keeps the native-60 example pacing the archetypal phase reached; the Old 3DS build gets to a comparable outcome by a distinct route. At v1.0.0, alongside no ini, the two builds default to that identical route: the native renderer ([perf] preset = auto). The New 3DS's first-phase render-thread/per-draw-stereo way is motionless built in and reachable alongside an definitive ini, but is no longer the default — see Frontier and Pushing the boundaries for the two builds compared flank by side.

The stack

  • decomp: the F-Zero X decompilation (inspectredc/fzerox), untouched upstream, affirmative a place stack.
  • libultraship: the N64 runtime (Kenix3), untouched upstream, including a 13-line newlib fix that lets it build on devkitARM; it motionless draws all list and non-race screen.
  • port/3ds: 15,039 lines as of the archetypal phase, since grown: a citro3d rendering backend, stereo, audio, input, menu, lifecycle, render thread, profilers, packaging.
  • the native renderer (added in the second phase): an owned translator that skips the per-frame display-list stroll for competition geometry, and is the v1.0.0 default on the two consoles — see Frontier for how, and why it is what lets the Old 3DS keep up.

The header numbers on hardware, archetypal phase (New 3DS)

WhenMedianp10At cap
08-14 archetypal competition (emulator)12–20––
08-21 archetypal hardware run48–50––
08-28 release-grade build~51~40 (crowds, MINIMAL)–
09-02 Round 1: Mainline before the campaign51.339.29%
09-02 Round 2: Bridge memos (brfast)57.246.629%
09-02 Round 3: HUD atlas · triangle memo · TMEM · audio56.048.032%
09-02 Round 4: Render thread on center 2 (pipe)57.644.614%
09-03 Round 5: Ahead manner · extend on chief · car competitor detail59.651.453%

The archetypal phase in five lines

  1. 08-11 → 08-14: from investigation to a race. Feasibility dossier, scheme for a squad of agents, five parallel basis streams, six footwear bugs, archetypal competition at 12–20 fps in the emulator.
  2. 08-20 → 08-22: from pink to playable, afterward to a genuine console. Fog, HUD, livery, shadow, sky fixed; the loadblock finding took menus from 27 to 60 fps; archetypal hardware run 08-21 ("wow it runs amazing"); audio the identical evening.
  3. 08-27 → 08-28: merchandise grade. Five-agent fleet drop, stereo armed, contact menu, competitor detail, GPU vertex-transform moonshot built and shelved, README alongside lawful notice, publish package.
  4. 09-01 → 09-02: lifecycle and the final big lever. HOME collision and close-from-HOME suspend fixed; a extend output cache proven a NO-GO and replaced by memoizing all sub-display-list's classification alternatively of re-scanning it all frame; LOCKED-60 run launched alongside four parallel levers.
  5. 09-02 → 09-03: multi-core. Render thread on center 2, one-frame-ahead mode, extend on main, car LOD; median 59.6 alongside 53% of frames at cap; collision fixed; viewport placement fixed; stereo markers anchored.

The second phase in six lines

Not initially planned; it ran 09-07 to 10-19, 43 calendar days.

  1. 09-07 → 09-29: scoping, afterward making it fit. The Old 3DS milestone, earlier written off, was restarted; parallel agents fit the build into its 64 MB app area (the RDRAM arena halved, audio streamed alternatively of resident, texture uploads capped); on 2026-09-29, in the archetypal hardware meeting on a genuine Old 3DS, the shipped (New-3DS-era, 16 MiB RDRAM) build died at footwear during the -DGDX_3DS_O3DS=ON profile, built to fit the console's recollection grant, booted and raced the identical meeting at concerning 10 fps.
  2. 09-29 → 09-30: finding the genuine costs. A narrowed audio fastener cut the race-wall delay on the Old 3DS by concerning 20 ms a frame; example skipping ended the game's unintended dilatory motion; a archetypal retained-mode renderer won big in the emulator and barely moved the figure on hardware.
  3. 09-30 → 10-01: the investigation that changed the plan. Hardware achievement counters showed the genuine bounds was instruction-cache misses, not education count. A pose-replay fallback was built and worked, afterward was set apart on the user's call: "we should go for a genuine 60! i motionless accept it have to be possible."
  4. 10-01 → 10-02: the native renderer. Rebuilt about the cache alternatively of about education counts, one small iteration per competition category, sized to fit the 16 KB education cache. Median example period on a 2D Grand Prix competition reached 16.5 ms.
  5. 10-03 → 10-08: 3D at 60, on the Old 3DS too. A per-eye resubmit alongside its own swap-pacing manner reached 59–60 fps in 3D on most Grand Prix courses; the heaviest courses (Silence, Sand Ocean) can motionless trip the frame-skip safety net to a dependable 30 fps mid-race.
  6. 10-08 → 10-19: the Expansion Kit, a dashboard, and release. The 64DD Expansion Kit verified tick-for-tick identical under the native renderer and booted on the Old 3DS, which afterward proved too dilatory to publish it on; the bottom-screen DASH shipped; a position adversarial assessment audited the merged outcome before the v1.0.0 release.

See Agentic workflow for how the second phase was run and Old 3DS for the complete campaign, cardstock by card.

Read on

Every figure on these pages has a source: git history, the investigation documents under docs/research/, the hardware logs, or the meeting transcripts the Cost leaf counts. Where a value is an evaluation (the dollar figures, which use published API catalog prices to exact token counts), the assumption is stated next to it.

]]> https://en.mycoding.id/f-zero-x-on-nintendo-3ds-74126 Mon, 26 Oct 2026 00:27:30 +0700 <![CDATA[18 cara meningkatkan conversion rate ecommerce agar penjualan naik]]> https://en.mycoding.id/18-cara-meningkatkan-conversion-rate-ecommerce-agar-penjualan-naik-74141

Oct 26, 2026

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By Teresia D.

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12 menit Dibaca

18 metode menaikkan conversion rate ecommerce agar penjualan naik

Ingin lebih banyak pengunjung toko online Anda berbuat pembelian tanpa mesti menambah traffic? Anda bisa menerapkan conversion rate optimization (CRO) ecommerce untuk menaikkan conversion rate di setiap tahap belanja, mulai dari pelacakan produk hingga checkout.

Ada beberapa hal yang membikin pengunjung bisa membatalkan pembelian, seperti website yang lambat, keterangan produk yang kurang lengkap, biaya tambahan tak terduga, maupun proses checkout yang rumit.

Dalam artikel ini, Anda akan mempelajari 18 metode menaikkan conversion rate ecommerce, mulai dari menemukan penyebab pengunjung batal membeli hingga memperbaiki proses berbelanja agar lebih banyak pengunjung menjadi pelanggan.

1. Optimasi checkout untuk menaikkan conversion rate

Salah satu metode menaikkan conversion rate ecommerce adalah dengan memantau tahapan yang dilalui pengunjung hingga menyelesaikan pembelian. Tindakan kecil ini disebut micro-conversion maupun konversi mikro, yang membantu Anda menemukan tahap ketika calon pembeli selesai melanjutkan proses belanja.

Beberapa aksi yang perlu dilacak meliputi:

  • Melihat halaman produk
  • Menggunakan fitur pelacakan maupun filter
  • Memilih ukuran maupun varian produk
  • Menambahkan produk ke keranjang belanja
  • Membuka keranjang belanja
  • Memulai proses checkout
  • Memasukkan keterangan pembayaran
  • Menyelesaikan pembelian

Cari tahap dengan penurunan jumlah pengunjung terbesar. Kalau banyak pengunjung melihat produk tapi tidak menambahkannya ke keranjang, periksa halaman produk. Kalau banyak yang batal membeli setelah memasukkan produk ke keranjang, periksa biaya pengiriman, proses checkout, dan metode pembayaran.

Catat jumlah pengunjung di setiap tahap sebagai rujukan untuk mengukur hasil optimasi.

2. Tingkatkan kecepatan loading halaman

Untuk menaikkan conversion rate toko online secara efektif, pastikan semua halaman krusial bisa dimuat dengan cepat, baik di HP maupun komputer.

Uji kecepatan homepage, halaman kategori, halaman produk populer, keranjang belanja, dan checkout secara terpisah. Gambar berukuran besar, fitur live chat, maupun tool pelacakan bisa memperlambat halaman tertentu meskipun halaman lainnya sudah berjalan lancar.

Untuk mempercepat loading website, terapkan langkah-langkah berikut:

  1. Sesuaikan ukuran gambar sebelum menguploadnya.
  2. Gunakan format WebP maupun AVIF yang umumnya menghasilkan ukuran file lebih kecil dibandingkan JPEG maupun PNG.
  3. Hapus plugin dan script yang tidak digunakan.
  4. Terapkan lazy loading agar gambar di bagiankecil bawah halaman baru dimuat saat pengunjung mendekatinya.
  5. Aktifkan cache browser agar pengunjung tidak perlu mendownload ulang file yang sama setiap kali membuka halaman.
  6. Gunakan content delivery network (CDN) agar file website dimuat dari server yang lebih dekat dengan letak pengunjung.
  7. Uji kecepatan loading di HP dan komputer secara terpisah.

Setelah berbuat optimasi, uji balik seluruh proses berbelanja untuk memastikan fitur pelacakan produk, keranjang, dan checkout statis berguna dengan baik. Website yang cepat memang penting, tapi jangan sampai optimalisasi justru mengganggu pengalaman berbelanja pelanggan.

3. Permudah pengalaman berbelanja melalui HP

Untuk meningkatkan conversion rate toko online, pastikan pelanggan bisa berbelanja dengan betah melalui HP. Coba langsung seluruh proses pembelian, mulai dari beranda hingga halaman konfirmasi pesanan, bukan cuma menggunakan fitur pratinjau di browser komputer.

Perhatikan apakah Anda mesti memperbesar tampilan, mengetuk tombol berulang kali, menggulir balik ke atas, maupun memperbaiki keterangan dalam formulir.

Periksa juga masalah berikut:

  • Tombol terlalu kecil maupun terlalu berdekatan.
  • Informasi produk sulit dibaca tanpa memperbesar tampilan.
  • Menu filter menutupi sebagian besar layar.
  • Pop-up sulit ditutup.
  • Formulir checkout terlalu panjang.
  • Pilihan ukuran maupun varian produk sulit ditemukan.
  • Pembeli mesti memasukkan detail kartu pembayaran secara manual.

Pastikan harga, pilihan produk, keterangan pengiriman, dan tombol pembelian utama gampang ditemukan. Untuk halaman produk yang panjang, pertimbangkan tombol “Tambahkan ke keranjang” yang statis kelihatan saat pengunjung menggulir halaman.

Pengalaman berbelanja yang betah di HP bisa membantu meningkatkan conversion rate dengan memudahkan pelanggan mencari produk, menghubungi jasa pelanggan, menyelesaikan pembayaran, hingga memantau pesanan.

Untuk meningkatkan conversion rate, gunakan istilah yang familiar bagi pelanggan saat menamai kategori produk di toko online Anda.

Misalnya, kategori “Sepatu lari wanita” langsung menerangkan produk yang tersedia. Sebaliknya, nama seperti “Koleksi Aktif” bisa membingungkan pengunjung karena tidak menginformasikan jenis produknya.

Periksa kemudahan navigasi toko online Anda dengan menjawab pertanyaan berikut:

  • Apakah setiap nama kategori sudah menggambarkan produk di dalamnya?
  • Apakah pengunjung bisa menemukan produk krusial cuma dengan beberapa klik?
  • Apakah kategori yang berhubungan sudah dikelompokkan?
  • Apakah menu navigasi gampang digunakan di HP dan komputer?
  • Apakah pengunjung bisa balik ke kategori utama?
  • Apakah kategori populer gampang ditemukan dari homepage?

Tambahkan breadcrumbs pada halaman produk dan kategori agar pengunjung mengetahui posisi mereka di website dan bisa balik ke kategori sebelumnya tanpa mengulang pencarian.

Navigasi yang gampang digunakan membantu pengunjung menemukan produk dengan lebih cepat sehingga berpotensi menaikkan conversion rate toko online Anda.

Kalau Anda baru berencana membikin website ecommerce, susun kategori dan subkategorinya sejak awal. Struktur navigasi akan lebih gampang diatur sebelum toko memiliki ratusan produk.

5. Optimalkan fitur pelacakan dan filter produk

Pastikan pengunjung bisa menemukan produk dengan gampang melalui fitur pencarian, terutama jika produk yang dicari tidak tersedia di menu navigasi untuk menaikkan conversion rate.

Misalnya, pelacakan “jaket waterproof biru tua” sebaiknya statis menampilkan produk disebut “jas hujan navy” karena keduanya menggunakan istilah yang berkaitan.

Optimalkan fitur pelacakan dengan kapabilitas berikut:

  • Menampilkan saran produk maupun keyword saat pengunjung mengetik.
  • Mengenali kesalahan penulisan dan sinonim.
  • Menampilkan gambar, harga, rating, dan stok produk.
  • Merekomendasikan produk serupa jika tidak ada hasil yang cocok.

Selain pencarian, menaikkan conversion rate juga bisa dilakukan dengan menyediakan filter sesuai kebutuhan pelanggan. Misalnya, filter ukuran, warna, dan harga untuk toko pakaian, maupun bahan, dimensi, dan estimasi pengiriman untuk toko furnitur.

Kalau katalog toko Anda cuma berisi beberapa puluh produk, kategori yang jelas dan filter sederhana biasanya sudah cukup. Anda belum perlu menggunakan mekanisme pelacakan yang kompleks.

6. Tampilkan foto produk dari beragam perspektif pandang yang relevan

Menggunakan foto produk yang jelas dan informatif merupakan salah satu metode menaikkan conversion rate karena membantu pelanggan melihat detail produk sebelum membeli.

Misalnya, pembeli busana mau melihat potongan, tekstur, dan ukuran produk. Sementara itu, pembeli furnitur perlu mengetahui material, dimensi, kapabilitas penyimpanan, dan tampilannya di dalam ruangan.

Pastikan galeri produk menampilkan:

  • Foto dari beragam sudut, termasuk bagiankecil krusial produk.
  • Foto yang memperlihatkan ukuran produk.
  • Foto produk saat digunakan.
  • Foto close-up untuk menginformasikan tekstur maupun finishing.
  • Foto setiap pilihan warna maupun desain.
  • Video singkat tentang penggunaan, pemasangan, maupun metode kerja produk.
  • Fitur zoom untuk melihat detail melalui HP maupun komputer.

Gunakan urutan foto yang konsisten agar pelanggan gampang membandingkan produk. Optimalkan juga ukuran file gambar sebelum diupload agar halaman statis cepat dimuat.

Foto yang komplit dan gampang diakses bisa membantu menaikkan conversion rate karena pelanggan memiliki keterangan yang cukup untuk memutuskan pembelian.

7. Buat klarifikasi produk yang menjawab kebutuhan calon pembeli

Deskripsi produk yang jelas dan komplit bisa membantu menaikkan conversion rate dengan memberikan keterangan yang dibutuhkan pelanggan sebelum membeli.

Jelaskan khasiat utama produk, siapa yang cocok menggunakannya, serta detail krusial seperti ukuran, bahan, dan kompatibilitasnya.

Misalnya, jangan cuma menulis “Botol stainless steel 500 ml”. Jelaskan juga kegunaannya untuk aktivitas sehari-hari, dimensi botol, dan apakah produk terlindungi dicuci menggunakan mesin pencuci piring sesuai instruksi produsen.

Pastikan klarifikasi mencakup keterangan yang relevan, seperti:

  • Fungsi dan khasiat utama produk.
  • Bahan, dimensi, dan panduan ukuran.
  • Kompatibilitas dengan produk maupun alat lain.
  • Isi paket pembelian.
  • Petunjuk penggunaan, pemasangan, dan perawatan.
  • Ketentuan garansi dan pengembalian barang.

Gunakan paragraf singkat untuk menerangkan khasiat produk, kemudian tampilkan rincian dalam bentuk bullet agar gampang dibaca.

Untuk menaikkan conversion rate, perhatikan juga pertanyaan pelanggan, ulasan, dan karena pengembalian barang. Gunakan keterangan tersebut untuk melengkapi detail produk yang statis kurang jelas sehingga pelanggan lebih percaya sebelum membeli.enanyakan hal yang sama, tambahkan jawabannya ke klarifikasi agar calon pembeli berikutnya tidak perlu bertanya lagi.

8. Buat tombol CTA yang jelas dan gampang ditemukan

Tombol call to action (CTA) yang jelas bisa membantu menaikkan conversion rate dengan memudahkan pelanggan melanjutkan pembelian.

Gunakan teks sesuai aksi yang akan dilakukan, seperti “Tambahkan ke keranjang”, “Beli sekarang”, maupun “Pilih ukuran”.

Pastikan tombol CTA Anda:

  • Berada di dekat harga dan pilihan varian produk.
  • Memiliki warna yang kontras dan gampang terlihat.
  • Mudah ditemukan saat halaman dibuka melalui HP.
  • Memberikan konfirmasi setelah diklik.
  • Menunjukkan pilihan yang mesti ditentukan sebelum membeli.
  • Tidak kalah menonjol dari tombol lain yang kurang penting.

Untuk menguji efektivitasnya, lakukan five-second test. Tunjukkan halaman produk kepada seseorang selama lima detik, kemudian tanyakan tombol mana yang akan mereka klik untuk membeli. Kalau mereka kesulitan menemukannya, perbaiki tampilan maupun posisi CTA.

Prioritaskan masalah seperti teks yang membingungkan, tombol yang sulit ditemukan, maupun pilihan produk yang tersembunyi. Perbaikan ini biasanya lebih krusial untuk menaikkan conversion rate daripada sekadar menguji perbedaan warna tombol.

9. Tampilkan ulasan dan bukti kepercayaan pelanggan

Menampilkan ulasan pelanggan dan keterangan yang membangun kepercayaan merupakan salah satu metode menaikkan conversion rate toko online.

Tempatkan keterangan sesuai kebutuhan pelanggan. Misalnya, tampilkan rating di dekat nama produk, kebijakan pengembalian di dekat tombol “Tambahkan ke keranjang”, serta logo metode pembayaran di halaman keranjang maupun checkout.

Beberapa elemen yang bisa menaikkan kepercayaan pelanggan antara lain:

  • Ulasan dari pembeli terverifikasi.
  • Foto produk dari pelanggan.
  • Rating produk pada halaman kategori.
  • Informasi pengiriman dan pengembalian barang yang jelas.
  • Kontak jasa pelanggan dan alamat bisnis, jika relevan.
  • Logo metode pembayaran yang tersedia.
  • Checkout terlindungi menggunakan HTTPS.

Minta ulasan setelah pelanggan memiliki waktu untuk mencoba produk. Misalnya, makanan bisa dinilai segera setelah diterima, sedangkan furnitur maupun alat elektronik mungkin membutuhkan waktu lebih lama.

Jangan buru-buru menghapus ulasan negatif. Tanggapan yang sopan dan menginformasikan penyelesaian masalah justru bisa membangun kepercayaan.

Untuk menaikkan conversion rate, hindari juga penggunaan badge keamanan secara berlebihan karena bisa membikin toko kelihatan kurang tepercaya.

10. Tampilkan ongkos kirim sebelum checkout

Menampilkan ongkos kirim sejak mula bisa membantu menaikkan conversion rate karena pelanggan mengetahui total biaya sebelum checkout.

Cantumkan keterangan pengiriman di halaman produk maupun keranjang belanja. Kalau ongkir bersandar pada alamat tujuan, sediakan kalkulator ongkir agar pelanggan bisa mengestimasi biayanya.

Contoh keterangan yang bisa ditampilkan:

  • Gratis ongkir untuk pembelian di atas Rp500.000.
  • Belanja Rp100.000 lagi untuk mendapatkan cuma-cuma ongkir.
  • Ongkos kirim mulai dari Rp20.000.
  • Pajak maupun bea masuk tambahan untuk pengiriman tertentu, jika berlaku.

Angka tersebut cuma contoh. Sesuaikan dengan tarif dan promosi toko Anda.

Pastikan semua biaya wajib sudah kelihatan sebelum pelanggan membayar. Biaya tambahan yang baru muncul di akhir checkout bisa membikin pelanggan membatalkan pembelian.

Untuk metode menaikkan conversion rate, pertimbangkan juga total biaya yang ditanggung pelanggan saat membandingkan harga dengan kompetitor, bukan cuma harga produk.engan harga mula lebih murah belum tentu lebih menarik jika ongkos kirim dan biaya tambahannya jauh lebih tinggi.

11. Sederhanakan proses checkout

Menyederhanakan proses checkout bisa membantu menaikkan conversion rate dengan mengurangi waktu pengisian blangko dan akibat kesalahan.

Mintalah cuma keterangan yang diperlukan untuk pembayaran dan pengiriman. Hapus kolom yang tidak krusial agar pelanggan bisa menyelesaikan pesanan dengan lebih cepat.

Beberapa metode menyederhanakan checkout antara lain:

  • Aktifkan pengisian alamat otomatis.
  • Gunakan alamat pengiriman sebagai alamat penagihan secara default.
  • Simpan keterangan yang sudah diisi meskipun terjadi error.
  • Tampilkan pesan error di dekat kolom yang bermasalah.
  • Pastikan total biaya selalu kelihatan selama checkout.
  • Tunjukkan jumlah tahapan yang tersisa.
  • Hilangkan menu maupun promosi yang mengalihkan perhatian.
  • Jadikan metode pengiriman yang paling lazim sebagai pilihan default, tanpa menyembunyikan opsi lain.

Checkout satu halaman belum tentu lebih efektif. Beberapa tahap singkat juga bisa memudahkan pelanggan, asalkan setiap tahap jelas dan tidak meminta terlalu banyak informasi.

Untuk menaikkan conversion rate, coba checkout melalui beragam HP dan komputer. Coba juga beberapa alamat pengiriman, kode diskon, pilihan pengiriman, dan metode pembayaran untuk memastikan seluruh proses berjalan lancar.or mungkin cuma muncul dalam kondisi tertentu, sehingga tidak akan terdeteksi jika Anda cuma mencoba satu skenario.

12. Sediakan opsi checkout tanpa membikin akun

Menyediakan opsi guest checkout maupun checkout tanpa akun bisa membantu menaikkan conversion rate karena pelanggan tidak perlu mendaftar sebelum membeli.

Pastikan opsi checkout sebagai tamu gampang ditemukan, sama seperti tombol login. Setelah pembayaran berhasil, Anda bisa menawarkan pembuatan akun agar pelanggan bisa melacak pesanan dan menyimpan keterangan untuk pembelian berikutnya.

Meski tidak mewajibkan pendaftaran akun, Anda statis bisa:

  • Meminta alamat email untuk mengirim pembaruan pesanan.
  • Meminta persetujuan terpisah untuk email marketing.
  • Menawarkan poin loyalitas setelah pembelian.
  • Menghubungkan pesanan dengan akun yang dibuat setelah checkout.
  • Menyediakan login cepat bagi pelanggan lama.

Untuk menaikkan conversion rate, jangan sampai proses pendaftaran menghalangi pembayaran. Hindari menyembunyikan opsi checkout sebagai tamu dalam link kecil yang sulit ditemukan.

13. Sediakan metode pembayaran yang sesuai dengan kebiasaan pelanggan

Menyediakan metode pembayaran yang familiar dan tepercaya bisa membantu menaikkan conversion rate karena pelanggan lebih gampang menyelesaikan transaksi.

Sesuaikan pilihan pembayaran dengan kebiasaan pelanggan dan negara tujuan penjualan. Beberapa metode yang bisa dipertimbangkan antara lain:

  • Kartu angsuran dan debit.
  • Transfer bank dan virtual account.
  • QRIS.
  • Dompet digital seperti GoPay, OVO, dan DANA.
  • PayPal untuk transaksi internasional.
  • Apple Pay dan Google Pay, jika didukung.
  • Layanan paylater maupun buy now, pay later (BNPL).

Tidak semua metode tersedia di setiap negara maupun platform ecommerce. Pilih yang benar-benar dibutuhkan pelanggan dan didukung oleh toko Anda.

Untuk menentukan metode pembayaran yang tepat:

  1. Periksa transaksi yang gagal maupun tidak diselesaikan.
  2. Identifikasi letak dan kebiasaan pembayaran pelanggan.
  3. Cari tahu hambatan pembayaran yang sering diterima tim customer support.
  4. Tambahkan metode yang paling banyak dibutuhkan.
  5. Pantau fluktuasi jumlah transaksi yang berhasil.

Dompet digital bisa mempermudah pembayaran melalui HP karena pelanggan tidak perlu mengisi banyak informasi.

Namun, Anda tidak mesti menyediakan semua metode pembayaran. Pertimbangkan biaya transaksi, proses refund, dan pengelolaannya agar upaya menaikkan conversion rate statis sebanding dengan biaya operasional.

14. Kirim pengingat untuk keranjang berbelanja yang ditinggalkan

Mengirim pengingat otomatis kepada pelanggan yang meninggalkan checkout bisa membantu menaikkan conversion rate dengan mendorong mereka menyelesaikan pembelian.

Untuk menjalankan abandoned cart recovery, pastikan Anda memiliki alamat email pelanggan dan persetujuan yang diperlukan untuk mengirim pesan.

Gunakan rangkaian pengingat sederhana berikut:

  1. Pengingat pertama: Kirim tidak durasi setelah pelanggan meninggalkan checkout.
  2. Pengingat kedua: Sertakan keterangan yang membantu pelanggan memungut keputusan, seperti ulasan produk, estimasi pengiriman, maupun kebijakan pengembalian.
  3. Pengingat terakhir: Kirim sebelum keranjang maupun reservasi stok kedaluwarsa, jika memang ada batas waktunya.

Sertakan link yang mengarahkan pelanggan balik ke keranjang berbelanja mereka, jika platform ecommerce Anda mendukungnya.

Hindari langsung menawarkan diskon karena pelanggan bisa terbiasa meninggalkan keranjang untuk menunggu kupon.

Untuk menaikkan conversion rate melalui SMS, pastikan pelanggan sudah menyetujui penerimaan pesan. Fokuskan setiap pengingat pada pesanan yang belum selesai, bukan promosi yang tidak berkaitan.

15. Gunakan urgensi cuma untuk penawaran yang benar-benar terbatas

Menampilkan batas waktu promo maupun keterangan stok terbendung bisa membantu menaikkan conversion rate dengan mendorong pelanggan memungut keputusan lebih cepat. Namun, pastikan keterangan tersebut sesuai dengan kondisi sebenarnya.

Beberapa contoh urgensi yang bisa digunakan antara lain:

  • Promo diskon dengan tanggal maupun jam berakhir yang jelas.
  • Batas waktu pemesanan untuk pengiriman pada hari tertentu.
  • Informasi stok terbendung berdasarkan cadangan sebenarnya.
  • Batas waktu preorder.
  • Produk yang diproduksi dalam jumlah terbatas.

Tempatkan keterangan di bagiankecil yang relevan. Misalnya, hitung mundur batas pemesanan sebaiknya ditampilkan di dekat keterangan pengiriman.

Hindari countdown timer yang terus diulang, promo “hanya hari ini” yang terjadi setiap hari, maupun peringatan stok hampir hilang yang tidak sesuai kenyataan. Praktik seperti ini justru bisa mengurangi kepercayaan pelanggan.

Agar proses menaikkan conversion rate berhasil, Anda juga bisa menggunakan exit-intent pop-up saat pengunjung hendak meninggalkan halaman. Gunakan seperlunya dan pastikan pop-up gampang ditutup agar tidak mengganggu pengalaman berbelanja.

16. Berikan anjuran produk yang relevan dan bermanfaat

Menampilkan anjuran produk yang relevan bisa membantu menaikkan conversion rate sekaligus mendorong pelanggan membeli produk pelengkap. Anda tidak perlu menggunakan AI yang kompleks untuk menerapkannya.

Beberapa anjuran yang bisa ditampilkan antara lain:

  • Produk yang sering dibeli bersamaan.
  • Produk yang juga dilihat pelanggan lain.
  • Produk yang baru saja dilihat.
  • Aksesori yang cocok dengan produk utama.
  • Produk isi ulang maupun suku cadang.
  • Produk berdasarkan histori pembelian.

Misalnya, tawarkan laptop keluaran terbaru kepada pelanggan yang sedang melihat laptop. Hindari merekomendasikan produk yang tidak relevan cuma karena margin keuntungannya tinggi.

Untuk mengukur efektivitasnya, bandingkan jumlah klik rekomendasi, pembelian yang dihasilkan, dan harga berbelanja pelanggan sebelum dan sesudah fitur diterapkan.

Agar strategi ini ampuh dalam menaikkan conversion rate, pastikan anjuran sesuai kebutuhan pelanggan. Jelaskan juga dalam kebijakan privasi sepertiapa aktivitas browsing dan histori pesanan digunakan untuk memberikan rekomendasi.

17. Lakukan A/B testing pada fluktuasi yang memengaruhi pembelian

A/B testing bisa membantu menaikkan conversion rate dengan membandingkan dua varian halaman maupun fitur untuk mengetahui mana yang lebih efektif.

Dalam pengetesan ini, pengunjung dibagi menjadi dua himpunan yang melihat varian berbeda. Hasilnya dibandingkan berdasarkan metrik seperti jumlah produk yang ditambahkan ke keranjang, checkout yang dimulai, maupun pembelian yang selesai.

Mulailah dengan anggapan yang jelas. Misalnya:

Pengunjung yang berbelanja melalui HP sering melewatkan tombol “Tambahkan ke keranjang”. Membuat tombol statis kelihatan saat halaman digulir mungkin bisa menaikkan jumlah produk yang ditambahkan ke keranjang.

Sebaiknya ubah satu elemen dalam setiap pengetesan agar dampaknya lebih gampang dianalisis. Beberapa elemen yang bisa diuji antara lain:

  • Pesan utama dan khasiat produk.
  • Posisi tombol CTA.
  • Urutan foto produk.
  • Penempatan keterangan pengiriman.
  • Kolom blangko checkout.
  • Posisi opsi guest checkout.
  • Pilihan metode pembayaran.

Kalau traffic toko Anda statis rendah, A/B testing mungkin belum menghasilkan keterangan yang cukup untuk menarik kesimpulan yang andal.

Sebagai alternatif, bandingkan metrik sebelum dan sesudah perubahan, kemudian lengkapi dengan feedback pelanggan. Namun, jangan langsung menganggap peningkatan konversi sebagai akibat fluktuasi tersebut karena sisi lain juga bisa memengaruhi hasil.

Gunakan temuan ini untuk menentukan perbaikan berikutnya yang berpotensi menaikkan conversion rate.rsebut menjadi penyebabnya. Gunakan dampaknya sebagai gejala mula untuk menentukan metode optimalisasi berikutnya.

18. Datangkan pengunjung yang memiliki niat beli tinggi

Fokuslah mendatangkan pengunjung melalui keyword yang relevan dengan produk dan menginformasikan niat beli.

Misalnya, orang yang mencari “sepatu hiking waterproof ukuran 42” kemungkinan lebih siap membeli dibandingkan orang yang mencari “sepatu apa yang cocok untuk hiking”.

Optimalkan SEO halaman produk dan kategori menggunakan keyword yang sesuai. Lengkapi juga keterangan krusial seperti ukuran, bahan, harga, dan kesiapan stok agar pengunjung lebih gampang menentukan pilihan.

Pantau keyword yang menghasilkan pembelian, bukan cuma traffic tinggi. Banyaknya pengunjung belum tentu menaikkan penjualan jika produk Anda tidak sesuai dengan kebutuhan mereka.

Cara menentukan prioritas metode menaikkan conversion rate ecommerce

Mulailah dengan mengidentifikasi tahap pembelian yang paling sering membikin calon pelanggan meninggalkan toko.

Sebelum menguji fluktuasi kecil pada tampilan maupun teks, pastikan toko online Anda sudah memiliki fitur ecommerce krusial yang memudahkan pelanggan menemukan produk, berbelanja melalui HP, berbuat pembayaran dengan aman, memilih pengiriman, dan mengelola pesanan.

Setelah itu, gunakan keterangan toko untuk menentukan masalah yang perlu ditangani terlebih dahulu.

Masalah yang ditemukanHal yang perlu diperiksa terlebih dahulu
Pengunjung meninggalkan website sebelum melihat produkKecepatan loading halaman, terutama di HP
Conversion rate pengunjung HP jauh lebih rendah dibandingkan pelanggan komputerTata letak mobile, menu navigasi, formulir, dan metode pembayaran
Banyak pengunjung melihat produk tetapi tidak menambahkannya ke keranjangFoto produk, deskripsi, tombol CTA, ulasan, dan harga
Banyak pelanggan menambahkan produk ke keranjang tetapi tidak melanjutkan pembelianOngkos kirim, pajak, estimasi pengiriman, dan tampilan keranjang
Pelanggan memulai checkout tetapi tidak menyelesaikan pembayaranPanjang formulir, opsi guest checkout, error, dan metode pembayaran
Pengunjung kesulitan menemukan produkNavigasi, fitur pencarian, filter, dan struktur kategori
Traffic toko tinggi tetapi penjualan statis rendahKeyword pencarian, landing page, dan sumber traffic
Anda belum mengetahui tahap ketika pelanggan meninggalkan tokoPelacakan tahapan konversi, heatmap, dan rekaman sesi pengunjung

Prioritaskan masalah mendasar seperti halaman yang lambat, tampilan mobile yang tidak berguna dengan baik, keterangan harga yang membingungkan, dan error checkout sebelum menguji fluktuasi kecil pada teks maupun desain.

Kalau banyak pengunjung melihat produk tetapi tidak menambahkannya ke keranjang, fokuskan perbaikan pada halaman produk.

Sebaliknya, jika banyak pelanggan sudah memasukkan produk ke keranjang tetapi tidak menyelesaikan pembayaran, periksa ongkos kirim, opsi guest checkout, metode pembayaran, dan kemungkinan error dalam formulir.

Tunda optimalisasi anjuran produk dan A/B testing sampai pelanggan bisa menemukan produk dan menyelesaikan checkout tanpa hambatan berarti. Hasil fluktuasi tersebut akan lebih gampang dievaluasi ketika fungsi alas toko sudah berjalan dengan baik.

Cara memilih platform ecommerce yang mendukung peningkatan conversion rate

Platform ecommerce yang baik seharusnya memudahkan pelanggan menemukan produk dan menyelesaikan pembayaran, tanpa mengharuskan Anda mengintegrasikan tool terpisah untuk setiap fitur toko online.

Hostinger Ecommerce memungkinkan Anda mengelola produk, pesanan, stok, pembayaran, dan saluran penjualan melalui satu dashboard. Platform ini juga mendukung lebih dari 100 metode pembayaran serta menyediakan fitur untuk memantau penjualan, jumlah pesanan, dan harga rata-rata pesanan.

Melalui integrasi Reach, Anda juga bisa mengirim email pengingat keranjang berbelanja kepada pelanggan yang sudah berlangganan dan memulai checkout tetapi belum menyelesaikan pembelian.

Fitur-fitur tersebut bisa membantu membujuk pelanggan balik berbelanja dan mempermudah proses checkout.

Namun, platform ecommerce saja tidak otomatis menyelesaikan masalah seperti klarifikasi produk yang kurang jelas, foto yang tidak informatif, maupun ongkos kirim yang baru muncul pada akhir pembayaran. Anda statis perlu mengevaluasi metode pelanggan mencari produk, membandingkan pilihan, dan menyelesaikan transaksi.

Mulailah dengan mencari satu penyebab utama calon pembeli meninggalkan toko, perbaiki bagiankecil yang bermasalah, kemudian bandingkan dampaknya dengan keterangan awal.

Setelah lebih banyak pengunjung berhasil menyelesaikan pembelian, terus gunakan pendekatan yang sama untuk meningkatkan penjualan online dengan mendatangkan pengunjung yang relevan dan mendorong pelanggan berbuat pembelian kembali.

Semua konten tutorial di website ini telah melalui peninjauan menyeluruh sesuai standar dan komitmen editorial Hostinger.

Author

Teresia Dian adalah seorang linguist dengan pengalaman 7 tahun di sektor pelokalan produk dan content marketing. Ketertarikannya pada teknologi mendorongnya untuk terus mengikuti evolusi terbaru dan membagikannya melalui tutorial yang gampang dipahami.

]]> https://en.mycoding.id/18-cara-meningkatkan-conversion-rate-ecommerce-agar-penjualan-naik-74141 Mon, 26 Oct 2026 00:02:37 +0700 <![CDATA[Proton Flock Camera Map]]> https://en.mycoding.id/proton-flock-camera-map-74123

A Flock camera photographs all conveyance that passes it, whether or not the controller is suspected of anything. It logs the plate, time, and location. Flock's Vehicle Fingerprint characteristic additionally records the make, model, and color, affirmative particulars akin dents and bumper stickers, so a car can be established equal without a readable plate.

Those records go into Flock's cloud, anywhere constabulary departments can hunt them and portion them alongside another agencies throughout city and province lines. Flock says its network processes additional than 20 milliard conveyance says a duration throughout 49 states.

That benevolent of broad admission leaves much area for misuse and abuse. A Washington Post assessment established at smallest 50 officers accused or charged alongside misusing licence dish readers, frequently to prosecute group in their individual lives; Flock's scheme was engaged in 46 of those cases. We asked Flock's CEO, Garrett Langley, how the business responds to misuse and who controls the data its devices collect.

]]> https://en.mycoding.id/proton-flock-camera-map-74123 Sun, 25 Oct 2026 23:39:42 +0700 <![CDATA[Europe's summer heat wave killed more han 50k people in urban areas]]> https://en.mycoding.id/europe-s-summer-heat-wave-killed-more-han-50k-people-in-urban-areas-74122 Comments]]> https://en.mycoding.id/europe-s-summer-heat-wave-killed-more-han-50k-people-in-urban-areas-74122 Sun, 25 Oct 2026 23:02:33 +0700