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After 1,500+ commits of AI-paired development, my workflow has narrowed to three tools with distinct roles. Here's what stuck, what didn't, and a real example of GPT catching a security bug in a PR.

I set out to build a technical blog and three weeks later had 37 workflow documents and zero posts. Here is the self-improving research pipeline that ate the project, and the feedback loop behind it.