I run urgent care clinics and build the AI that runs them. Engineering notes, clinic build logs, and things I learned the hard way.
When an AI coding agent hits an hourly rate limit, it waits fifteen minutes and resumes. When it hits a weekly quota mid-task, the lane parks and blocks the queue for days. I had to teach my supervisor to evict instead of wait.
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Every box in my fleet has a global file that names a default Claude account, and I kept fixing boxes where it disagreed with reality. The file was vestigial. The real bug was hiding somewhere else.
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