Closed Loop

Writing

Articles

Long-form, evidence-first write-ups of AI systems in production: what was built, what broke, and the rule each failure produced.

Folders Are States: Building an Autonomous Dev Loop with Claude Code

Turn an LLM coding assistant from a chat window you babysit into a background co-worker that clears your backlog and proves its work with screenshots.

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