01Anti-pattern detection to prevent 'shotgun debugging'
02Reproduction-first discipline with automated test integration
03Cross-layer diagnostics (Frontend, API, Messaging, Database)
04Visual decision trees for error and regression classification
055-Phase structured troubleshooting workflow
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