01Automated triage protocol utilizing git history and build status to establish ground truth.
02Methodical intervention strategy that prioritizes reverting to stable states over complex patching.
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04Identification of common LLM failure modes like hallucinated APIs and context exhaustion.
05Comprehensive handoff reports featuring root cause analysis and specific next steps.
06One-step-at-a-time verification to ensure every fix is independently validated.