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CRAP metric

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Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 26, 2026 · R&D Management

Uncle Bob's AI Coding Pipeline: 5-Agent Gauntlet & Architecture Governance

Uncle Bob proposes a 5-agent Gauntlet pipeline (Specifier, Coder, Cleaner, Hardener, QA) with context isolation, externalized rules, recalibrated thresholds, and human oversight of architecture boundaries, enabling small-step iterations where agents prove correctness via mutation testing and CRAP metrics while humans govern module dependencies and review evidence packages.

AI-assisted codingCRAP metricGauntlet pipeline
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Uncle Bob's AI Coding Pipeline: 5-Agent Gauntlet & Architecture Governance