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Writing on quality engineering, testing strategy, and AI-assisted workflows.
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How to give every engineer a complete, disposable copy of a two-dozen-service platform with a single shell script: containers, schema from CI, seed data, stubs for the outside world, and a preflight that tells you exactly what to fix.
