#aiassisteddevelopment — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #aiassisteddevelopment, aggregated by home.social.
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🚀 We put off rewriting the Squads App for years.
An AngularJS → React migration felt expensive, risky, and hard to justify.
Then AI-assisted development changed the equation.
What surprised us most wasn't the speed of code generation. It was how the bottleneck shifted:
📄 Documentation became more valuable than prompts
🏗️ Architecture decisions mattered more than typing code
✅ Existing systems and tests became the migration blueprint
🤖 AI amplified good engineering practices rather than replacing themThe result? A migration once estimated in months was completed far faster than we'd expected.
📖 Read the full story: From AngularJS to React: How We Rewrote the Squads App with AI
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Useful, reality accepting approach by @gnome for Gnome extension developers:
https://blogs.gnome.org/jrahmatzadeh/2026/07/27/ego-ai-reference/
The blog comment on using the AGENTS.md format is dead on point. Might even turn this into a skill or a non-llm based/deterministic linter or rules for an existing linter.
Someone even made a Gnome extensions profiler if I remember correctly.
Sure, some people will generate bad extensions still. Just like they do right now.
Others might improve what exists or create better ones from the start.#gnome #llm #aiassisteddevelopment #agentsmd #claudeMd #skillsdevelopment #gnomeextensions
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Useful, reality accepting approach by @gnome for Gnome extension developers:
https://blogs.gnome.org/jrahmatzadeh/2026/07/27/ego-ai-reference/
The blog comment on using the AGENTS.md format is dead on point. Might even turn this into a skill or a non-llm based/deterministic linter or rules for an existing linter.
Someone even made a Gnome extensions profiler if I remember correctly.
Sure, some people will generate bad extensions still. Just like they do right now.
Others might improve what exists or create better ones from the start.#gnome #llm #aiassisteddevelopment #agentsmd #claudeMd #skillsdevelopment #gnomeextensions
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NEW! Leanpub Book LAUNCH 🚀 Harness Engineering for AI Agents: Re:Zero, Starting AI Software Engineering from Zero: Contracts, Traceability, Verification, and Operations for AI-Assisted Development by Luke Yang
#books #leanpublishing #selfpublishing #HarnessEngineering #AIAgents #LocalAI #OpenSourceAI #AIAssistedDevelopment
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NEW! Leanpub Book LAUNCH 🚀 Harness Engineering for AI Agents: Re:Zero, Starting AI Software Engineering from Zero: Contracts, Traceability, Verification, and Operations for AI-Assisted Development by Luke Yang
#books #leanpublishing #selfpublishing #HarnessEngineering #AIAgents #LocalAI #OpenSourceAI #AIAssistedDevelopment
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Writing tests after the code is like writing an alibi after the crime.
For 20 years TDD was a developer preference. AI ended that argument. When a model writes the code, a test written afterward just rubber-stamps a guess. The only test that constrains AI is the one written before the code exists, because that is where your intent lives.
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WHERE OTHERS LOSE CONTROL – WE STAY IN THE LOOP.
At Infinito.Nexus, we believe that AI should never replace human judgment. We are the captains. AI is our navigator. While others hand over responsibility to black-box systems, we stay in control. We design the architecture, review the code, verify every deployment, and make the decisions that shape the future of the systems we build. AI is one of the most powerful tools ever created. But it remains a tool. We are the engineers, architects, and craftsmen who use it to build sovereign digital infrastructure faster, more reliably, and at a scale that was impossible only a few years ago. […]https://blog.infinito.nexus/blog/2026/06/16/where-others-lose-control-we-stay-in-the-loop/
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Chrome-расширение для Upwork: архитектура, метрики и опыт разработки с помощью ИИ
В свободное время я периодически захожу на Upwork, чтобы посмотреть, какие проекты там сейчас появляются и как устроен рынок изнутри. Если убрать фильтры и посмотреть общий поток вакансий, довольно быстро становится видно типичную картину: большое количество разработчиков конкурируют за очень стандартные и недорогие задачи. В таких условиях основная проблема смещается не на поиск интересных проектов, а на скорость их обработки и подачи предложений. Это особенно заметно в сегменте разработчиков, которые работают на массовом рынке: важно быстро отсекать нерелевантные предложения и экономить connects. Именно это стало отправной точкой для идеи Chrome-расширения, которое добавляет слой аналитики поверх списка проектов Upwork и позволяет быстрее принимать решение, стоит ли откликаться на вакансию.
https://habr.com/ru/articles/1045212/
#ChromeExtension #Upwork #LLM #AIAssistedDevelopment #TypeScript #Rust #PostgreSQL #Embeddings #SystemArchitecture
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Cheap tokens make for nice slides. They do not ship software.
I wrote about the AI coding break-even point that matters in enterprise teams: the crossover is usually review, repair, security, and rollout work, not the raw token bill.
https://www.the-main-thread.com/p/ai-coding-break-even
#AIAssistedDevelopment #SoftwareDelivery #EngineeringLeadership
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Cheap tokens make for nice slides. They do not ship software.
I wrote about the AI coding break-even point that matters in enterprise teams: the crossover is usually review, repair, security, and rollout work, not the raw token bill.
https://www.the-main-thread.com/p/ai-coding-break-even
#AIAssistedDevelopment #SoftwareDelivery #EngineeringLeadership
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🕹️ THE BIZARCADE IS FULLY EMBEDDED ON THE $BB MINIAPP! 👹🚀
12 BizarreBeasts games are now fully playable DIRECTLY inside the $BB Miniapp! No external links, no leaving the app, powered by /remix! 💪
📈 THE STATS:
🔥 220,000+ Total Plays
👥 36,000+ Total Players
🎮 12 Embedded TitlesReady to play? Just log in to the BIZarcade
LFBizarre! 👹
#web3games #aiassisteddevelopment #onchain #handdrawn #handillustrated
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7 AI‑Assisted Coding vs Manual Work? Software Engineering Slowdown
A six‑month trial showed AI coding tools slowed delivery by 20%, inflating debugging time and budget. Discover why the promised boost may be a costly illusion and what teams can do about it.
https://techops.site/ai-assisted-coding-vs-manual-work-software-enginee/
#aiassisteddevelopment #developerproductivitystudy #automationoverhead
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AI-assisted code does not move the outage, the audit, or the liability to the model vendor. It moves authorship faster than it moves responsibility.
I wrote about the verification gap, provenance, EU liability pressure, and why enterprise Java teams sit in an awkward middle. https://www.the-main-thread.com/p/ai-code-liability #AIAssistedDevelopment #SoftwareSecurity #Java
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AI-assisted code does not move the outage, the audit, or the liability to the model vendor. It moves authorship faster than it moves responsibility.
I wrote about the verification gap, provenance, EU liability pressure, and why enterprise Java teams sit in an awkward middle. https://www.the-main-thread.com/p/ai-code-liability #AIAssistedDevelopment #SoftwareSecurity #Java
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The new 10x Engineer with AI
The idea of the “10x engineer” has always been a bit controversial. Some people see it as a myth. Some people see it as a harmful label that creates hero culture. Some people have worked with engineers who clearly create much more impact than others, and believe the idea is real. I sit somewhere in the middle. I don’t think a 10x engineer means someone who writes 10x more code than everyone else. That version of the idea was never useful to me. Writing more code is not the same as […]https://codeaholicguy.com/2026/05/13/the-new-10x-engineer-with-ai/
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The new 10x Engineer with AI
The idea of the “10x engineer” has always been a bit controversial. Some people see it as a myth. Some people see it as a harmful label that creates hero culture. Some people have worked with engineers who clearly create much more impact than others, and believe the idea is real. I sit somewhere in the middle. I don’t think a 10x engineer means someone who writes 10x more code than everyone else. That version of the idea was never useful to me. Writing more code is not the same as […]https://codeaholicguy.com/2026/05/13/the-new-10x-engineer-with-ai/
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If you're in Amsterdam on the 7th and curious about this space, come along. There's food, drinks, and a panel discussion at the end.
RSVP: https://www.meetup.com/ai-native-amsterdam/events/313521982/
#SoftwareArchitecture #DomainDrivenDesign #AIAssistedDevelopment #CognitiveBias #CollaborativeModelling
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If you're in Amsterdam on the 7th and curious about this space, come along. There's food, drinks, and a panel discussion at the end.
RSVP: https://www.meetup.com/ai-native-amsterdam/events/313521982/
#SoftwareArchitecture #DomainDrivenDesign #AIAssistedDevelopment #CognitiveBias #CollaborativeModelling
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via @dotnet : Ten Months with Copilot Coding Agent in dotnet/runtime
https://ift.tt/iWEDHmI
#dotnetruntime #copilotcodingagent #cca #dotnet #aiincoding #aicodeanalysis #open-source #gitHub #programming #softwareengineering #cloudAI #aiassisteddevelopment #pullre… -
via @dotnet : Ten Months with Copilot Coding Agent in dotnet/runtime
https://ift.tt/iWEDHmI
#dotnetruntime #copilotcodingagent #cca #dotnet #aiincoding #aicodeanalysis #open-source #gitHub #programming #softwareengineering #cloudAI #aiassisteddevelopment #pullre… -
Getting the genie (as @kentbeck calls it) to perform #TDD (Test-Driven Development) is... interesting.
#TestDrivenDevelopment #Software #Programming #AutomatedTests #AI #LLM #AIAssistedDevelopment #VibeCoding #AugmentedCoding
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Getting the genie (as @kentbeck calls it) to perform #TDD (Test-Driven Development) is... interesting.
#TestDrivenDevelopment #Software #Programming #AutomatedTests #AI #LLM #AIAssistedDevelopment #VibeCoding #AugmentedCoding
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AI Agent “Security” in One Screenshot
https://kerrick.blog/posts/2025/ai-agent-security-in-one-screenshot/
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AI Agent “Security” in One Screenshot
https://kerrick.blog/posts/2025/ai-agent-security-in-one-screenshot/
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“I am Antigravity. I am ready. Go.”
I was vibe coding with Antigravity tonight, and I broke it in the most bizarre way. With the repo at this commit and with a clean working tree, I gave Gemini 3 Pro (High) this prompt: Check out my git tags. Check out my git log! Ope, check out my @CHANGELOG.md... And then write it. For a few moments it seemed to chug along just fine, building a coherent Chain of Thought. Then it got weirder, and weirder. […]https://kerrick.blog/posts/2025/i-am-antigravity-i-am-ready-go/
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Use AI to Stand In for a Domain Expert
This is article is the first installment in the Workflow Patterns for AI-Assisted Development series. To get notified when a new article is published, subscribe for free via email or RSS. Domain Language Mining Discover jargon from an unfamiliar field using LLMs to help you write better software. […]https://kerrick.blog/articles/2025/use-ai-to-stand-in-for-a-domain-expert/
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via @dotnet : Improve Your Productivity with New GitHub Copilot Features for .NET!
https://ift.tt/JbSal2T
#GitHubCopilot #DotNet #VisualStudio #Productivity #DevTools #CSharp #VSCode #AIAssistedDevelopment #MicrosoftLearn #CodeSuggestions #SoftwareDevelopment #D… -
via @dotnet : Improve Your Productivity with New GitHub Copilot Features for .NET!
https://ift.tt/JbSal2T
#GitHubCopilot #DotNet #VisualStudio #Productivity #DevTools #CSharp #VSCode #AIAssistedDevelopment #MicrosoftLearn #CodeSuggestions #SoftwareDevelopment #D… -
Writing prompts for an LLM looks a lot like writing pseudocode, which can be beneficial in a number of ways, not lastly, helping you to think about the problem in novel ways, or solve the puzzle altogether without any further help (sometimes).
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Writing prompts for an LLM looks a lot like writing pseudocode, which can be beneficial in a number of ways, not lastly, helping you to think about the problem in novel ways, or solve the puzzle altogether without any further help (sometimes).
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@openai and @google both have interesting APIs for incorporating #AI into their products. This one from Google might be worth exploring. https://developers.googleblog.com/2023/03/announcing-palm-api-and-makersuite.html #api #development #aiassisteddevelopment