The Notebook

The Notebook.

I've stayed quiet for a long time. This is where that changes; short pieces written by someone who ships the systems, now trying to think seriously about how they should be governed.

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What building data pipelines taught me about "AI accountability"

Most accountability frameworks are written by people who've never had to debug a production model at 2am. Here's what the engineering side actually needs policy to understand.

Maurice Njoroge8 min readPublished

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JUL 2026

What building data pipelines taught me about "AI accountability"

Most accountability frameworks are written by people who've never had to debug a production model at 2am.

Policy

No noise, no schedule pressure — just a note when something's worth reading. Same cadence as everything else here: honest, not frequent.

The Notebook.

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What building data pipelines taught me about "AI accountability"

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What building data pipelines taught me about "AI accountability"

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