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  • Your agent's instructions file is a suggestion. A hook is a contract.

    Every coding agent now reads an instructions file. CLAUDE.md, AGENTS.md, .cursorrules, whatever yours is called. Mine is long. It has been long for months, because every time something went wrong I did the obvious thing and wrote a sentence about it. Here is what I eventually noticed.

    Dev.to AI6 min read
  • the senior developer who can't get hired

    I had lunch with a friend last week who has been writing software professionally for eleven years. Staff-level at his last two companies. Has shipped systems that handle millions of requests a day. Can read an unfamiliar codebase and know where the bodies are buried within an afternoon.

    Dev.to AI7 min read
  • You hit submit. Then… nothing.

    There’s a beat nobody puts in the launch checklist. You finish the weekend MVP. You find a place that will take a listing without a calendar slot. You paste the URL, write two sentences, hit submit. Then the tab goes quiet. No upvotes. No “congrats!” thread.

    Dev.to AI2 min read
  • When to Stop Asking the AI to Fix Its Own Fix?

    A few weeks ago I ran into one of those bugs that looked simple enough that I kept thinking the next fix would probably solve it. A small Node.js and TypeScript service was pulling jobs from several APIs, normalizing them and storing them in PostgreSQL.

    Dev.to AI7 min read
  • Building CouponLab: Finding Coupon Codes That Actually Work

    When someone searches for a coupon, they want a discount they can actually use. That’s the problem I’m working on with CouponLab. Finding codes is part of the work. Trying them and figuring out whether they’re useful is the part I care about most. A page full of offers can look useful.

    Dev.to AI2 min read

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