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writing

Field notes from building AI systems that have to work.

I write about the decisions behind AI systems: cost, governance, reliability, security, and the human judgment that makes them usable in the real world.

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published notes

The archive is growing from real builds, experiments, and failures. The next notes will be linked to the systems behind them.

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