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Data & Deploy

Data & Deploy

Data engineering and AI insights from the field, not the lab.

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When a lab open-sources its margins

When a lab open-sources its margins

DeepSeek put its production inference stack on the table. Here's what's actually useful.

Oct 23, 2026

Jevons Paradox hits the dev floor

Jevons Paradox hits the dev floor

Cheaper code doesn't mean fewer engineers. It means more work worth doing.

Oct 14, 2026

Stop rebuilding what didn't change

Stop rebuilding what didn't change

Change-based rebuilds and why your agent burns tokens hitting the raw API

Oct 8, 2026

One point of failure wearing three hats

One point of failure wearing three hats

AWS admitted the damage exceeded what its regional design can withstand.

Sep 30, 2026

AI risk, minus the two loud camps

AI risk, minus the two loud camps

Neither the end of the world nor the second coming. Just a system that fails.

Sep 23, 2026

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Data & Deploy

Data engineering and AI insights from the field, not the lab.

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