01Multi-methodology root cause analysis (RCA, 5 Whys, Binary Search)
02Comprehensive documentation of problems, hypotheses, and solutions
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04Persistent knowledge base for searching similar past issues
05Automated TDD-based bug fixing and validation chain
06Automatic escalation from build failures and QA regressions