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  • Claude Code and Linus Torvalds: the Linux patch tradeoffs

    Claude Code helped Linus Torvalds explore a Linux memory-management change, write test programs and draft its explanation. The interesting part is in the cover letter: an experimental patch series reduces the cost of a particular shared-file workload, makes another read path slower and leaves…

    Dev.to AI9 min read
  • My agents write the code now. So what am I supposed to do?

    On a normal day I have several agents running at once. One is building a feature. Another is writing its tests. A third is chasing a bug. A fourth is reviewing what the first one wrote. I am not typing code. Most days now, I barely do.

    Dev.to AI4 min read
  • Building RAG from Scratch: No Frameworks Needed

    Building RAG from Scratch: No Frameworks Needed Understand Retrieval-Augmented Generation by building it yourself — pure Python, zero dependencies. Introduction LangChain, LlamaIndex, Haystack — great tools, but they hide how RAG actually works.

    Dev.to AI9 min read
  • The Test That Survives Its Own Implementation

    You ask your agent to cover a new function. It comes back with eight tests, all green. You move on. Sometime later you're staring at the diff and a nagging question surfaces: what would actually break if this function returned the wrong thing? The answer, more often than you'd like, is nothing.

    Dev.to AI3 min read
  • The Kilowatt Floor Under Cloud Margins

    At the OCP Global Summit in San Jose, Microsoft introduced Maia 300, announcing plans to scale the third-generation inference processor across multi-gigawatt datacenter footprints starting next year.

    Dev.to AI3 min read
  • dbForge 2026.2 Makes Its AI SQL Assistant Free: Here’s What Developers Get

    dbForge 2026.2 is out, and for anyone who writes SQL every day the headline is simple: dbForge AI Assistant now has a free Express edition. You can generate, explain, fix, and optimize SQL with AI directly inside your dbForge tool, working against your actual schema, without buying a subscription…

    Dev.to AI5 min read
  • When you outgrow OpenHands: choosing an agent platform for work that leaves the repo

    OpenHands is one of the best things to happen to coding agents. Its own repository calls it "the self-hosted developer control center for coding agents and automations," and it earns the description: it runs the built-in OpenHands agent plus Claude Code, Codex, Gemini, or any agent that speaks the…

    Dev.to AI4 min read
  • n8n vs Zapier vs Make for AI Automation: Which Should a Solopreneur Use in 2026?

    Affiliate disclosure: Some links below are affiliate links. If you sign up through them I may earn a commission at no extra cost to you. Feature descriptions are based on the official sites; always check current pricing. Automation is where AI stops being a chat window and starts saving real hours.

    Dev.to AI2 min read
  • My GPU Was Busy. I Finally Found Out Who Was Using It.

    The Local LLM Lab — Part 10 One controlled experiment. One number. One verdict. Every homelab has a moment like this: the GPU is at 100%, the fan is screaming, and you have no idea which of the twenty services on the box is doing it.

    Dev.to AI6 min read
  • OpenAI's TextGrain: Invisible Ink, Visible Stakes

    The Whisper in the Machine: My First Encounter with AI's 'Authenticity Crisis' I did an experiment last week. I fed one of OpenAI's models a dozen of my published articles—the ones I felt truly captured my voice, my rhythm, my weird little syntactical habits.

    Dev.to AI10 min read
  • The Burning Bridges AI Prompt, Broken Down Shot by Shot

    You attach a selfie to an AI video tool, type something like "me at a fancy party rapping to Burning Bridges, friends cheering", and wait. What comes back is close but wrong. The person in the middle looks like your cousin. Three people in the crowd have your face.

    Dev.to AI10 min read

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