Production notes

What still breaks after the tests go green.

I write about shipping backend and fullstack systems: concurrent limits, offline-tolerant clients, chat-native flows, and working with AI copilots without trusting local happy paths.

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A public notebook

Notes from real delivery: racey quotas, sync when a device is offline, messaging APIs, and the gap between a clean local demo and production.

Not a product catalog, a tutorial syllabus, or a course funnel. If a post names a tool, I used it. If it describes a failure, it happened.

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