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Notes

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Notes on production ML reliability, every other Tuesday.

Traces, fixtures, contracts, replays — and EU AI Act provisions for engineering teams. 5–8 minute reads, written for engineers shipping systems.

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Trust, but Trace

by Carlos Chinchilla Corbacho

On the unglamorous parts of shipping reliable ML — traces, fixtures, contracts, replays.

Independent technical writing. Views are the author's own and do not represent any employer or affiliated institution.

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© 2026 Trust, but Trace by Carlos Chinchilla Corbacho

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