Every AI-drafted change in our repo faces a second AI whose only job is to prove it wrong - with negative controls. The cycle has caught a real defect on nearly every pass, including bugs in my own fixes.
Read more →An SEO audit that started with "can we list it on Search Console?" ended with a login redirect on every footer page, an llms.txt manifest for AI agents, OG cards rendered from live database rows, and the discovery that CI had been quietly red the whole time.
Read more →Every playable classic already has ten polished incumbents — except Sprouts, where page 1 is lesson plans and a student project. The gap wasn't an oversight. Nobody wanted to write the geometry.
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