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— essays on governed AI

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Essays on governed AI software development, written for engineers and leaders who ship real systems.

Apr 12, 2026

The Fastest Team Defines Before It Generates

GAISD ManifestoSoftware Engineer · GAISD · 8 min read

A Claude Code skill collection that interviews you with sixteen to fifty questions before writing a single line of code crossed 20,000 stars on GitHub in weeks. The signal is not novelty — it is the market admitting what fast teams already knew: speed lives in the definition, not in the generation.

deliberate accelerationintentionalityspec driven developmentai coding toolsproductivity
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