Writing on practical full-stack engineering, AI workflows, and product delivery.

Notes from the systems I build, the tradeoffs behind them, and the implementation details worth keeping for the next project.

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I'm organizing notes on full-stack development, AI workflows, and private deployment. Once they are ready to be useful, they will appear here.
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