{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T06:20:51.496Z","headline":"软件质量持续下滑，但AI热潮下人人兴高采烈","description":"尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。作者认为，团队拥有最新模型和充足token预算却未能改善稳定性，根源在于厂商长期以KPI为导向，修复bug不如新功能\"好看\"。不过，这种集体\"AI债务\"正为独立开发者创造机会，用以往无法企及的工具构建更好的日常软件。","url":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/","mainEntityOfPage":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/","datePublished":"2026-07-24T11:40:03.915Z","dateModified":"2026-07-24T11:40:03.915Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://ptrchm.com/posts/nothing-works-and-everyone-is-euphoric","https://aihot.virxact.com/items/cmryvu6dw05odrolgtsl9jmyj"],"canonicalUrl":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/","dateCreated":"2026-07-24T11:40:03.915Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"ptrchm.com source article","url":"https://ptrchm.com/posts/nothing-works-and-everyone-is-euphoric","datePublished":"2026-07-24T11:40:03.915Z","provider":{"@type":"Organization","name":"ptrchm.com","url":"https://ptrchm.com/posts/nothing-works-and-everyone-is-euphoric"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmryvu6dw05odrolgtsl9jmyj","datePublished":"2026-07-24T11:40:03.915Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmryvu6dw05odrolgtsl9jmyj"}}],"aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","originalPublisher":{"name":"ptrchm.com","url":"https://ptrchm.com/posts/nothing-works-and-everyone-is-euphoric"},"article":{"id":"cmryvu6dw05odrolgtsl9jmyj","slug":"cmryvu6dw05odrolgtsl9jmyj","url":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/","title":"软件质量持续下滑，但AI热潮下人人兴高采烈","title_en":"什么都不管用，但大家都兴高采烈","summary":"尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。作者认为，团队拥有最新模型和充足token预算却未能改善稳定性，根源在于厂商长期以KPI为导向，修复bug不如新功能\"好看\"。不过，这种集体\"AI债务\"正为独立开发者创造机会，用以往无法企及的工具构建更好的日常软件。","source":"Hacker News 热门（buzzing.cc 中文翻译）","sourceUrl":"https://ptrchm.com/posts/nothing-works-and-everyone-is-euphoric","aiHotUrl":"https://aihot.virxact.com/items/cmryvu6dw05odrolgtsl9jmyj","publishedAt":"2026-07-24T11:40:03.915Z","category":"技巧观点","score":63,"selected":false,"articleBody":["As I’m writing this, we’re in the middle of an AI-induced mass psychosis. People are literally token-maxxing themselves into hospital：https://x.com/robj3d3/status/2076356929878966555 beds：https://x.com/thekitze/status/2076360316670054760, scrambling to capture some of that market value before everything is automated away. I can’t blame them. Models keep getting better, programmers are being laid off left and right. We’ve been repeatedly told that AI will write 100% of the code by the end of the year. Whether that’s true or not, this may not be the best time to sit back.","The widespread excitement around the Agentic Era comes with the promise of greater productivity and higher quality. There’s no denying that these new tools have already revolutionized how we create and use software. They have raised upper management’s expectations for team output. They may have upgraded the average skill set of software teams in a way we have not seen before.","So why does software keep getting worse across the board?","A few examples from last week alone:","While I can’t know the full story, I’m willing to bet that most of the teams behind those bugs have access to the latest models, with generous token budgets. LLMs can be really good at squashing bugs if given the chance.","Software has always had bugs, and the nostalgia for the good old macOS Snow Leopard era when everything was stable is mostly the product of selective memory. Software may have been better back in the day, but that was mainly because it was much simpler. Since then, we have kept coming up with new abstractions, new frontend frameworks, and more infrastructure complexity：https://world.hey.com/dhh/merchants-of-complexity-4851301b. The bar for “user experience” has kept rising, but everything has become increasingly fragile.","We’ve reached a point where an update to macOS — or to any app I rely on, really — is a source of dread rather than excitement. I now expect the new version to be worse.","This isn’t a rant against AI. Those humming GPU farms have given us superpowers, but we still don’t use them to build better software.","Software vendors have long been KPI-oriented, and making things more stable doesn’t always have a direct effect on the numbers. It doesn’t look exciting in presentations:","This quarter, we won’t be releasing any new features, and we have no plans to redesign anything — we will exclusively focus on fixing bugs.","Until this attitude changes, the great software quality decay will continue.","That doesn’t sound optimistic, but I’m actually excited about what comes next. As companies collectively spiral into AI debt, individual developers have a unique opportunity to build software that would previously have been beyond their reach.","I have no hope for my car’s Android Auto or LG’s stupid website — but I choose to believe that everyday software will get better as a result of this frustration. We’re already seeing acts of rebellion：https://omarchy.org/ against the current state of macOS and Windows, and I hope the trend will spread across the stack.","I’m Piotr, a software developer living in Warsaw, Poland. This is a place where I explore different topics related to software development — or whatever happens to be interesting to me at the moment.","I’m available for consulting and freelance：/consulting/ projects."],"articleImages":[{"sourceUrl":"https://ptrchm.com/images/photo.jpg","alt":"author photo","afterParagraph":12,"url":"/media/articles/cmryvu6dw05odrolgtsl9jmyj/e72f83d6cc75cdf3.jpg"}],"mediaStatus":"ok","articleBodyZh":["当我写下这些内容时，我们正处于一场由人工智能引发的大规模集体精神错乱之中。人们实际上正在用代币把自己送进医院：https://x.com/robj3d3/status/2076356929878966555，抢占医院床位：https://x.com/thekitze/status/2076360316670054760，争先恐后地抓取一些市场价值，以防一切都被自动化取代。我不能责怪他们。模型不断变得更好，程序员被左右裁员。我们一再被告知，到年底人工智能将编写 100% 的代码。不管这是否属实，现在可能不是坐视不管的最好时机。","围绕“智能代理时代”的广泛兴奋伴随着更高生产力和更高质量的承诺。不可否认，这些新工具已经彻底改变了我们创建和使用软件的方式。它们提升了高层管理对团队产出的期望。它们可能以我们前所未见的方式提升了软件团队的平均技能水平。","那么，为什么软件的质量整体上却在下降呢？","仅以上周就有几个例子：","虽然我无法了解全部情况，但我敢打赌导致这些 bug 的大多数团队都有机会使用最新的模型，并且拥有充足的代币预算。如果有机会，LLM 在修复 bug 方面可以非常出色。","软件一直都有 bug，而对“美好旧时光”——如 macOS 雪豹时代一切都很稳定的怀旧——主要是选择性记忆的产物。软件可能在当时确实更好，但那主要是因为它更简单。从那时起，我们不断提出新的抽象、新的前端框架，以及更多的基础设施复杂性：https://world.hey.com/dhh/merchants-of-complexity-4851301b。“用户体验”的门槛不断提高，但一切变得越来越脆弱。","我们已经到了这样一个地步：macOS 的更新——或者任何我依赖的应用更新——都成为令人恐惧的来源，而不是令人兴奋的事情。我现在预计新版本会更差。","这不是针对人工智能的抱怨。那些嗡嗡作响的 GPU 农场赋予了我们超级能力，但我们仍然没有用它们去构建更好的软件。","软件供应商长期以来一直以关键绩效指标（KPI）为导向，而让系统更加稳定并不总是对数字有直接影响。这在演示中看起来并不令人兴奋：","这个季度，我们不会发布任何新功能，也没有重新设计任何内容的计划——我们将专注于修复漏洞。","在这种态度改变之前，软件质量的巨大下降将持续下去。","这听起来并不乐观，但实际上我对接下来发生的事情感到兴奋。随着公司集体陷入人工智能债务，个别开发者有机会开发以前难以企及的软件。","我对我汽车的 Android Auto 或 LG 的愚蠢网站没有任何希望——但我选择相信，由于这种挫败感，日常软件会得到改善。我们已经看到对当前 macOS 和 Windows 状态的反抗行为：https://omarchy.org/，我希望这一趋势能在整个技术栈传播开来。","我是 Piotr，一名居住在波兰华沙的软件开发者。这是一个我探索与软件开发相关的不同话题的地方——或者暂时对我有兴趣的任何事物。","我可以提供咨询和自由职业服务：/consulting/ 项目。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：实践类内容的价值在于是否能被复现、是否有明确边界，以及它能否转化为稳定的开发或工作流方法。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察示例是否可复现、工具版本变化、社区反馈和实际成本。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-28T06:29:10.548Z","sourceHash":"03b1e61c77523977","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["技巧观点","Hacker News 热门（buzzing.cc 中文翻译）"],"translations":{"zh-CN":{"title":"软件质量持续下滑，但AI热潮下人人兴高采烈","summary":"尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。作者认为，团队拥有最新模型和充足token预算却未能改善稳定性，根源在于厂商长期以KPI为导向，修复bug不如新功能\"好看\"。不过，这种集体\"AI债务\"正为独立开发者创造机会，用以往无法企及的工具构建更好的日常软件。","category":"技巧观点","source":"ptrchm.com","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"软件质量持续下滑，但AI热潮下人人兴高采烈 - Aioga AI资讯","description":"尽管AI模型不断进步、编程效率承诺高涨，但实际软件体验却在全面恶化：银行App需多次FaceID验证、Slack窗口抢焦点导致命令误发、汽车系统更新后bug频出。作者认为，团队拥有最新模型和充足token预算却未能改善稳定性，根源在于厂商长期以KPI为导向，修复bug不如新功能\"好看\"。不过，这种集体\"AI债务\"正为独立开发者创造机会，用以往无法企及的工具构...","url":"https://www.aioga.com/news/cmryvu6dw05odrolgtsl9jmyj/"},"en":{"title":"The quality of software continues to decline, but everyone is excited amid the AI craze.","summary":"Despite continuous advances in AI models and rising promises of programming efficiency, the actual software experience is deteriorating across the board: banking apps require multiple FaceID verifications, Slack windows steal focus causing commands to be sent by mistake, and car systems experience frequent bugs after updates. The author believes that even though teams have the latest models and ample token budgets, they fail to improve stability because vendors have long been KPI-driven, making it more 'appealing' to add new features than to fix bugs. However, this collective 'AI debt' is creating opportunities for independent developers to build better everyday software using tools that were previously out of reach.","category":"Insights","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"The quality of software continues to decline, but everyone is excited amid the AI craze. - Aioga AI News","description":"Despite continuous advances in AI models and rising promises of programming efficiency, the actual software experience is deteriorating across the board: banking apps require multi...","url":"https://www.aioga.com/en/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:42:11.778Z"},"ja":{"title":"ソフトウェアの品質は持続的に低下しているが、AIブームの中で誰もが浮かれ騒いでいる","summary":"AIモデルが絶えず進歩し、プログラミング効率への期待が高まっているにもかかわらず、実際のソフトウェア体験は総じて悪化している：銀行のアプリは何度もFaceIDで認証が必要になり、Slackのウィンドウがフォーカスを奪ってコマンドが誤送信され、車のシステム更新後にはバグが頻発する。著者は、チームが最新モデルと十分なトークン予算を持っていながら安定性を改善できないのは、根本的にメーカーが長年KPIを重視し、バグ修正より新機能の“見た目”を優先してきたためだと考えている。しかし、このような集団的“AI債務”は、これまで手の届かなかったツールを用いて、より良い日常的なソフトウェアを構築する独立開発者にチャンスを生み出している。","category":"ヒントと視点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"ソフトウェアの品質は持続的に低下しているが、AIブームの中で誰もが浮かれ騒いでいる - Aioga AIニュース","description":"AIモデルが絶えず進歩し、プログラミング効率への期待が高まっているにもかかわらず、実際のソフトウェア体験は総じて悪化している：銀行のアプリは何度もFaceIDで認証が必要になり、Slackのウィンドウがフォーカスを奪ってコマンドが誤送信され、車のシステム更新後にはバグが頻発する。著者は、チームが最新モデルと十分なトークン予算を持っていながら安定性を改善できな...","url":"https://www.aioga.com/ja/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:42:20.658Z"},"ko":{"title":"소프트웨어 품질은 지속적으로 하락하고 있지만, AI 열풍 속에서 모두가 신이 나 있다","summary":"AI 모델이 끊임없이 발전하고 프로그래밍 효율성이 높아질 것이라고 약속하지만, 실제 소프트웨어 경험은 전반적으로 악화되고 있다: 은행 앱은 여러 번 FaceID 인증이 필요하고, Slack 창이 포커스를 빼앗아 명령이 잘못 전송되며, 자동차 시스템 업데이트 후 버그가 자주 발생한다. 저자는 팀이 최신 모델과 충분한 토큰 예산을 가지고 있음에도 안정성을 개선하지 못한 근본 원인은, 제조사들이 장기적으로 KPI 중심으로 운영하여 버그를 수정하는 것보다 새 기능이 '보기 좋게' 만드는 것이 우선되었기 때문이라고 보고 있다. 하지만 이러한 집단적 'AI 부채'는 독립 개발자에게 기회를 창출하며, 과거에는 도달할 수 없었던 도구들을 사용하여 더 나은 일상용 소프트웨어를 만들 수 있게 한다.","category":"인사이트","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"소프트웨어 품질은 지속적으로 하락하고 있지만, AI 열풍 속에서 모두가 신이 나 있다 - Aioga AI 뉴스","description":"AI 모델이 끊임없이 발전하고 프로그래밍 효율성이 높아질 것이라고 약속하지만, 실제 소프트웨어 경험은 전반적으로 악화되고 있다: 은행 앱은 여러 번 FaceID 인증이 필요하고, Slack 창이 포커스를 빼앗아 명령이 잘못 전송되며, 자동차 시스템 업데이트 후 버그가 자주 발생한다. 저자는 팀이 최신 모델과 충분한 토큰...","url":"https://www.aioga.com/ko/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:43:05.078Z"},"es":{"title":"La calidad del software sigue disminuyendo, pero bajo el auge de la IA, todos están eufóricos","summary":"A pesar de que los modelos de IA continúan avanzando y las promesas de eficiencia en la programación son altas, la experiencia real del software se está deteriorando en general: las aplicaciones bancarias requieren múltiples verificaciones de FaceID, las ventanas de Slack roban el foco causando el envío erróneo de comandos, y los sistemas de los automóviles presentan numerosos errores tras las actualizaciones. El autor cree que, aunque los equipos poseen los modelos más recientes y un presupuesto de tokens suficiente, no han logrado mejorar la estabilidad; la raíz del problema radica en que los fabricantes históricamente se han guiado por KPI, considerando que arreglar errores no es tan 'atractivo' como añadir nuevas funciones. Sin embargo, esta 'deuda de IA' colectiva está creando oportunidades para desarrolladores independientes, quienes pueden construir un mejor software diario con herramientas que antes eran inalcanzables.","category":"Ideas","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"La calidad del software sigue disminuyendo, pero bajo el auge de la IA, todos están eufóricos - Aioga Noticias de IA","description":"A pesar de que los modelos de IA continúan avanzando y las promesas de eficiencia en la programación son altas, la experiencia real del software se está deteriorando en general: la...","url":"https://www.aioga.com/es/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:43:03.402Z"},"fr":{"title":"La qualité des logiciels continue de diminuer, mais sous la vague de l'IA, tout le monde est en liesse.","summary":"Bien que les modèles d'IA continuent de progresser et que les promesses d'efficacité de programmation soient élevées, l'expérience logicielle réelle se détériore globalement : les applications bancaires nécessitent plusieurs vérifications FaceID, les fenêtres de Slack prennent le focus entraînant l'envoi de commandes par erreur, et les systèmes automobiles présentent de nombreux bugs après une mise à jour. L'auteur estime que, même si les équipes disposent des derniers modèles et d'un budget de tokens suffisant, elles ne parviennent pas à améliorer la stabilité, car les fabricants sont depuis longtemps orientés par les KPI, et corriger les bugs est moins \"attrayant\" que de nouvelles fonctionnalités. Cependant, cette \"dette AI\" collective crée des opportunités pour les développeurs indépendants de construire de meilleurs logiciels quotidiens avec des outils auparavant inaccessibles.","category":"Analyses","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"La qualité des logiciels continue de diminuer, mais sous la vague de l'IA, tout le monde est en liesse. - Aioga Actualités IA","description":"Bien que les modèles d'IA continuent de progresser et que les promesses d'efficacité de programmation soient élevées, l'expérience logicielle réelle se détériore globalement : les...","url":"https://www.aioga.com/fr/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:43:45.604Z"},"de":{"title":"Die Softwarequalität nimmt weiterhin ab, aber inmitten des KI-Booms sind alle voller Begeisterung.","summary":"Obwohl AI-Modelle ständig Fortschritte machen und Programmier-Effizienzversprechen steigen, verschlechtert sich die tatsächliche Softwareerfahrung insgesamt: Banking-Apps erfordern mehrfach FaceID-Verifizierung, Slack-Fenster reißen den Fokus und führen zu versehentlichen Befehlen, und nach Updates der Autofahrzeugsysteme treten zahlreiche Bugs auf. Der Autor meint, dass Teams trotz der neuesten Modelle und ausreichendem Token-Budget die Stabilität nicht verbessern konnten, da Hersteller langfristig KPI-orientiert handeln und es „schöner“ ist, neue Funktionen zu implementieren, anstatt Bugs zu beheben. Doch diese kollektive ‚AI-Schuld‘ schafft Chancen für unabhängige Entwickler, um mit bisher unerreichbaren Werkzeugen bessere Alltagssoftware zu bauen.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Die Softwarequalität nimmt weiterhin ab, aber inmitten des KI-Booms sind alle voller Begeisterung. - Aioga KI-News","description":"Obwohl AI-Modelle ständig Fortschritte machen und Programmier-Effizienzversprechen steigen, verschlechtert sich die tatsächliche Softwareerfahrung insgesamt: Banking-Apps erfordern...","url":"https://www.aioga.com/de/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:43:49.510Z"},"pt-BR":{"title":"A qualidade do software continua a cair, mas sob o entusiasmo da IA todos estão animados","summary":"Apesar dos modelos de IA estarem em constante progresso e das promessas de alta eficiência na programação, a experiência real com o software está se deteriorando de forma geral: aplicativos bancários exigem múltiplas verificações do FaceID, janelas do Slack roubam o foco e causam envios acidentais de comandos, e sistemas automotivos apresentam muitos bugs após atualizações. O autor acredita que, embora as equipes possuam os modelos mais recentes e um orçamento amplo de tokens, não conseguiram melhorar a estabilidade, sendo a raiz do problema que as empresas, por muito tempo, focam em KPIs, e corrigir bugs não é tão \"bonito\" quanto criar novas funcionalidades. No entanto, essa \"dívida de IA\" coletiva está criando oportunidades para desenvolvedores independentes construírem um software diário melhor com ferramentas antes inalcançáveis.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"A qualidade do software continua a cair, mas sob o entusiasmo da IA todos estão animados - Aioga Notícias de IA","description":"Apesar dos modelos de IA estarem em constante progresso e das promessas de alta eficiência na programação, a experiência real com o software está se deteriorando de forma geral: ap...","url":"https://www.aioga.com/pt-BR/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:44:31.864Z"},"ru":{"title":"Качество программного обеспечения продолжает снижаться, но на фоне ажиотажа вокруг ИИ все в приподнятом настроении","summary":"Несмотря на то, что модели ИИ постоянно совершенствуются и обещают высокую эффективность программирования, реальный опыт использования программного обеспечения ухудшается: банковским приложениям требуется многократная проверка через FaceID, окна Slack захватывают фокус, вызывая случайное выполнение команд, а после обновлений автомобильных систем возникает множество ошибок. Автор считает, что команды, имея новейшие модели и достаточный бюджет токенов, не смогли улучшить стабильность, поскольку производители долгое время ориентировались на KPI, и исправление ошибок считалось менее «привлекательным» по сравнению с добавлением новых функций. Тем не менее, этот коллективный «ИИ-долг» создаёт возможности для независимых разработчиков, позволяя использовать инструменты, недоступные раньше, для создания лучшего повседневного программного обеспечения.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Качество программного обеспечения продолжает снижаться, но на фоне ажиотажа вокруг ИИ все в приподнятом настроении - Aioga Новости ИИ","description":"Несмотря на то, что модели ИИ постоянно совершенствуются и обещают высокую эффективность программирования, реальный опыт использования программного обеспечения ухудшается: банковск...","url":"https://www.aioga.com/ru/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:44:36.109Z"},"ar":{"title":"استمرار تدهور جودة البرمجيات، لكن في موجة الذكاء الاصطناعي الجميع متحمسون","summary":"على الرغم من التقدم المستمر لنماذج الذكاء الاصطناعي وارتفاع وعود كفاءة البرمجة، فإن تجربة البرمجيات الفعلية تتدهور بشكل شامل: تطبيقات البنوك تتطلب عدة عمليات تحقق عبر FaceID، نوافذ Slack تستولي على التركيز مما يؤدي إلى إرسال الأوامر عن طريق الخطأ، أنظمة السيارات تظهر أخطاء بعد التحديثات. يرى المؤلف أن الفريق الذي يمتلك أحدث النماذج وميزانية توكنات كافية لم يتمكن من تحسين الاستقرار، والسبب يكمن في أن الشركات توجه عملها بمرور الوقت وفق مؤشرات الأداء الرئيسية، وإصلاح الأخطاء ليس بمقدار ما \"يبدو جميلاً\" إضافة ميزات جديدة. ومع ذلك، فإن هذا \"دين الذكاء الاصطناعي\" الجماعي يتيح للمطورين المستقلين الفرصة لبناء برامج يومية أفضل باستخدام أدوات لم يكن من الممكن الوصول إليها من قبل.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"استمرار تدهور جودة البرمجيات، لكن في موجة الذكاء الاصطناعي الجميع متحمسون - Aioga أخبار الذكاء الاصطناعي","description":"على الرغم من التقدم المستمر لنماذج الذكاء الاصطناعي وارتفاع وعود كفاءة البرمجة، فإن تجربة البرمجيات الفعلية تتدهور بشكل شامل: تطبيقات البنوك تتطلب عدة عمليات تحقق عبر FaceID، نوافذ...","url":"https://www.aioga.com/ar/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:45:22.558Z"},"hi":{"title":"सॉफ़्टवेयर की गुणवत्ता लगातार घट रही है, लेकिन एआई के उत्थान के दौरान हर कोई उत्साहित है","summary":"भले ही AI मॉडल लगातार प्रगति कर रहे हैं और प्रोग्रामिंग की कार्यक्षमता में वादे बढ़ रहे हैं, लेकिन वास्तविक सॉफ़्टवेयर अनुभव पूरी तरह से बिगड़ रहा है: बैंक ऐप में कई बार FaceID सत्यापन की जरूरत होती है, Slack विंडो फोकस हड़पने के कारण कमांड गलती से भेज दी जाती है, और कार सिस्टम अपडेट के बाद बग लगातार आ रहे हैं। लेखक का मानना है कि टीम के पास नवीनतम मॉडल और पर्याप्त टोकन बजट होने के बावजूद स्थिरता में सुधार नहीं हो पाया, इसका कारण यह है कि कंपनियां लंबे समय से KPI-केंद्रित रही हैं, बग सुधारना नई सुविधाओं की तुलना में \"अच्छा दिखता\" नहीं। हालांकि, यह सामूहिक \"AI ऋण\" स्वतंत्र डेवलपर्स के लिए अवसर पैदा कर रहा है, ताकि वे पहले असंभव टूल्स का उपयोग करके बेहतर रोज़मर्रा का सॉफ़्टवेयर बना सकें।","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"सॉफ़्टवेयर की गुणवत्ता लगातार घट रही है, लेकिन एआई के उत्थान के दौरान हर कोई उत्साहित है - Aioga AI समाचार","description":"भले ही AI मॉडल लगातार प्रगति कर रहे हैं और प्रोग्रामिंग की कार्यक्षमता में वादे बढ़ रहे हैं, लेकिन वास्तविक सॉफ़्टवेयर अनुभव पूरी तरह से बिगड़ रहा है: बैंक ऐप में कई बार FaceID सत्...","url":"https://www.aioga.com/hi/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:45:24.373Z"},"it":{"title":"La qualità del software continua a diminuire, ma sotto l'ondata dell'AI tutti sono entusiasti.","summary":"Nonostante i continui miglioramenti nei modelli di IA e le promesse di efficienza di programmazione, l'esperienza software vera e propria sta peggiorando su tutti i fronti: le app bancarie richiedono più verifiche FaceID, le finestre di Slack causano problemi di comandi errati a causa di frequenti avvisi di focus, e i bug compaiono frequentemente dopo gli aggiornamenti del sistema dell'auto. L'autore ritiene che il team abbia i modelli più recenti e budget sufficienti per i token, ma non riesca a migliorare la stabilità. La causa principale è che i fornitori sono da tempo guidati dai KPI, con le correzioni di bug meno attraenti rispetto alle nuove funzionalità. Tuttavia, questo \"debito collettivo dall'IA\" sta creando opportunità per sviluppatori indipendenti di sviluppare software quotidiano migliore utilizzando strumenti prima irraggiungibili.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"La qualità del software continua a diminuire, ma sotto l'ondata dell'AI tutti sono entusiasti. - Aioga Notizie IA","description":"Nonostante i continui miglioramenti nei modelli di IA e le promesse di efficienza di programmazione, l'esperienza software vera e propria sta peggiorando su tutti i fronti: le app...","url":"https://www.aioga.com/it/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:46:03.681Z"},"nl":{"title":"De softwarekwaliteit blijft gestaag achteruitgaan, maar iedereen is enthousiast onder de AI-hype","summary":"Hoewel AI-modellen continu vooruitgang boeken en de belofte van hogere programmeerefficiëntie stijgt, verslechtert de daadwerkelijke software-ervaring overal: bank-apps vereisen meerdere FaceID-verificaties, Slack-vensters grijpen de focus waardoor opdrachten verkeerd worden verzonden, en auto-systeemupdates bevatten na updates veel bugs. De auteur meent dat teams die beschikken over de nieuwste modellen en voldoende token-budget de stabiliteit niet verbeteren, omdat fabrikanten al lange tijd KPI-gericht werken en het repareren van bugs minder 'aantrekkelijk' vinden dan nieuwe functies. Toch creëert deze collectieve 'AI-schuld' kansen voor onafhankelijke ontwikkelaars om met eerder onbereikbare tools betere dagelijkse software te bouwen.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"De softwarekwaliteit blijft gestaag achteruitgaan, maar iedereen is enthousiast onder de AI-hype - Aioga AI-nieuws","description":"Hoewel AI-modellen continu vooruitgang boeken en de belofte van hogere programmeerefficiëntie stijgt, verslechtert de daadwerkelijke software-ervaring overal: bank-apps vereisen me...","url":"https://www.aioga.com/nl/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:46:02.453Z"},"tr":{"title":"Yazılım kalitesi sürekli düşüyor, ama AI çılgınlığı altında herkes coşkuyla dolu","summary":"AI modelleri sürekli ilerlese ve programlama verimliliği yüksek vaatler sunsa da, gerçek yazılım deneyimi genel olarak kötüleşiyor: Banka uygulamaları birden fazla FaceID doğrulaması gerektiriyor, Slack pencereleri odak çalıyor ve komutlar yanlış gönderiliyor, araba sistemleri güncellemeden sonra sık sık hatalar veriyor. Yazar, ekibin en son modellere ve yeterli token bütçesine sahip olmasına rağmen stabiliteyi artırmada başarısız olduğunu düşünüyor; sorunun kökeni, üreticilerin uzun süredir KPI odaklı olması ve hataları düzeltmenin yeni özellikleri “görsel olarak çekici” kılmaktan daha az önemli olması. Ancak, bu kolektif “AI borcu”, bağımsız geliştiricilere, eskiden erişemedikleri araçlarla daha iyi günlük yazılımlar yaratma fırsatı sunuyor.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Yazılım kalitesi sürekli düşüyor, ama AI çılgınlığı altında herkes coşkuyla dolu - Aioga AI Haberleri","description":"AI modelleri sürekli ilerlese ve programlama verimliliği yüksek vaatler sunsa da, gerçek yazılım deneyimi genel olarak kötüleşiyor: Banka uygulamaları birden fazla FaceID doğrulama...","url":"https://www.aioga.com/tr/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:46:48.858Z"},"vi":{"title":"Chất lượng phần mềm liên tục giảm, nhưng trong cơn sốt AI ai cũng phấn khích","summary":"Mặc dù các mô hình AI không ngừng tiến bộ và hứa hẹn nâng cao hiệu quả lập trình, nhưng trải nghiệm phần mềm thực tế lại đang xấu đi toàn diện: ứng dụng ngân hàng yêu cầu xác thực FaceID nhiều lần, cửa sổ Slack chiếm tiêu điểm khiến lệnh bị gửi nhầm, hệ thống xe cập nhật sau đó xuất hiện nhiều lỗi. Tác giả cho rằng, đội ngũ có mô hình mới nhất và ngân sách token dồi dào nhưng không thể cải thiện sự ổn định, nguyên nhân là các nhà cung cấp lâu nay luôn hướng đến KPI, việc sửa lỗi không bằng việc làm tính năng mới “đẹp mắt”. Tuy nhiên, loại “nợ AI” tập thể này đang tạo cơ hội cho các nhà phát triển độc lập, dùng những công cụ mà trước đó không thể với tới để xây dựng phần mềm hàng ngày tốt hơn.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Chất lượng phần mềm liên tục giảm, nhưng trong cơn sốt AI ai cũng phấn khích - Tin tức AI Aioga","description":"Mặc dù các mô hình AI không ngừng tiến bộ và hứa hẹn nâng cao hiệu quả lập trình, nhưng trải nghiệm phần mềm thực tế lại đang xấu đi toàn diện: ứng dụng ngân hàng yêu cầu xác thực...","url":"https://www.aioga.com/vi/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:46:46.510Z"},"id":{"title":"Kualitas perangkat lunak terus menurun, tetapi di tengah demam AI semua orang sangat bersemangat","summary":"Meskipun model AI terus berkembang dan janji efisiensi pemrograman meningkat, pengalaman perangkat lunak yang sebenarnya justru memburuk secara keseluruhan: aplikasi perbankan memerlukan verifikasi FaceID berkali-kali, jendela Slack mengambil fokus sehingga perintah terkirim salah, dan setelah pembaruan sistem mobil, banyak bug muncul. Penulis berpendapat bahwa meskipun tim memiliki model terbaru dan anggaran token yang cukup, mereka tidak berhasil memperbaiki stabilitas, yang disebabkan oleh produsen yang telah bertahun-tahun berorientasi pada KPI, di mana memperbaiki bug tidak 'seindah' membuat fitur baru. Namun, 'utang AI' kolektif ini justru menciptakan peluang bagi pengembang independen untuk membangun perangkat lunak sehari-hari yang lebih baik menggunakan alat yang sebelumnya tidak dapat dijangkau.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Kualitas perangkat lunak terus menurun, tetapi di tengah demam AI semua orang sangat bersemangat - Berita AI Aioga","description":"Meskipun model AI terus berkembang dan janji efisiensi pemrograman meningkat, pengalaman perangkat lunak yang sebenarnya justru memburuk secara keseluruhan: aplikasi perbankan meme...","url":"https://www.aioga.com/id/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:47:32.763Z"},"th":{"title":"คุณภาพซอฟต์แวร์ลดลงอย่างต่อเนื่อง แต่ในกระแสความนิยม AI ทุกคนกลับตื่นเต้นดีใจ","summary":"แม้ว่าโมเดล AI จะพัฒนาขึ้นอย่างต่อเนื่องและสัญญาเรื่องประสิทธิภาพในการเขียนโปรแกรมสูง แต่ประสบการณ์การใช้ซอฟต์แวร์จริงกลับเลวร้ายลงอย่างเต็มที่: แอปธนาคารต้องผ่านการยืนยัน FaceID หลายครั้ง, หน้าต่าง Slack แย่งโฟกัสทำให้คำสั่งส่งผิด, ระบบรถยนต์มีบั๊กมากหลังจากอัปเดต ผู้เขียนเห็นว่า แม้ว่าทีมจะมีโมเดลล่าสุดและงบ token เพียงพอ แต่ก็ไม่สามารถปรับปรุงความเสถียรได้ สาเหตุอยู่ที่ผู้ผลิตมุ่งเน้น KPI เป็นหลัก การแก้บั๊กไม่สวยงามเท่าฟีเจอร์ใหม่ แต่หนี้ AI แบบกลุ่มนี้กลับสร้างโอกาสให้กับนักพัฒนาอิสระ ใช้เครื่องมือที่ไม่เคยเข้าถึงมาก่อนสร้างซอฟต์แวร์ในชีวิตประจำวันที่ดียิ่งขึ้น","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"คุณภาพซอฟต์แวร์ลดลงอย่างต่อเนื่อง แต่ในกระแสความนิยม AI ทุกคนกลับตื่นเต้นดีใจ - ข่าว AI Aioga","description":"แม้ว่าโมเดล AI จะพัฒนาขึ้นอย่างต่อเนื่องและสัญญาเรื่องประสิทธิภาพในการเขียนโปรแกรมสูง แต่ประสบการณ์การใช้ซอฟต์แวร์จริงกลับเลวร้ายลงอย่างเต็มที่: แอปธนาคารต้องผ่านการยืนยัน FaceID ห...","url":"https://www.aioga.com/th/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:47:39.607Z"},"pl":{"title":"Jakość oprogramowania stale spada, ale w czasie szaleństwa na punkcie AI wszyscy są podekscytowani","summary":"Mimo że modele AI stale się rozwijają, a obietnice zwiększenia wydajności programowania rosną, rzeczywiste doświadczenia z oprogramowaniem pogarszają się we wszystkich aspektach: aplikacje bankowe wymagają wielokrotnej weryfikacji FaceID, okna Slacka przejmują fokus powodując niezamierzone wysyłanie poleceń, a po aktualizacji systemów samochodowych pojawia się wiele błędów. Autor uważa, że zespoły posiadające najnowsze modele i wystarczający budżet na tokeny nie zdołały poprawić stabilności, a przyczyną jest to, że producenci od dłuższego czasu kierują się KPI – naprawa błędów nie jest tak 'atrakcyjna' jak nowe funkcje. Jednak taki zbiorowy 'dług AI' stwarza okazję dla niezależnych deweloperów, aby za pomocą narzędzi wcześniej nieosiągalnych tworzyć lepsze codzienne oprogramowanie.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Jakość oprogramowania stale spada, ale w czasie szaleństwa na punkcie AI wszyscy są podekscytowani - Aioga Wiadomości AI","description":"Mimo że modele AI stale się rozwijają, a obietnice zwiększenia wydajności programowania rosną, rzeczywiste doświadczenia z oprogramowaniem pogarszają się we wszystkich aspektach: a...","url":"https://www.aioga.com/pl/news/cmryvu6dw05odrolgtsl9jmyj/","contentTranslated":true,"sourceHash":"7f519f3a5d830a4b","translatedAt":"2026-07-26T06:48:25.012Z"}}}}