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AI Coding Standards at Scale: How We Versioned Our Team's AI Rules with Claude Code "AI amplifies best practicesโ€ฆ and worst ones." TL;DR AI without shared rules amplifies chaos as fast as it amplifies good practices Treating AI instructions as versioned, distributed team contracts changes the dynami

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