How to Break the AI Coding Agent Fix Loop
You've likely seen this movie before: something breaks in an app you built with an AI coding agent. You ask the agent to fix it. It "fixes" it. But the bug is still there, or a second bug appears. So
5 stories
You've likely seen this movie before: something breaks in an app you built with an AI coding agent. You ask the agent to fix it. It "fixes" it. But the bug is still there, or a second bug appears. So
I signed off a hallucination fix as verified. We now had zero out of five fabricated responses, clean run, done. Then I ran it again under harder conditions and got 66.7%. The number I'd trusted enoug
Antigravity Agent Skills are a great way to teach your AI agent a workflow once and reuse it everywhere. You write a short SKILL.md file, drop it in a folder, and the agent picks it up whenever it's r
A few months ago, I was reviewing a pull request that added three new API endpoints. The diff was clean. Tests passed. The agent that generated it had even written sensible authorisation checks. By ev
I spent 64% of my weekly Claude budget before Wednesday building a tool designed to reduce Claude usage. That's the kind of irony that deserves its own specification. The tool is spec-writer: a Claude
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