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Evidence Before Cause

Tools collect evidence. The agent writes the causal explanation.

diagnose_service, analyze_trace_logs, and summarize_error_window should not be copied as the root cause. They provide service status, logs, trace hints, and error windows. The agent must then state:

  • Evidence it observed.
  • Inference chain.
  • Confidence level.
  • What would prove or disprove the hypothesis next.

Without evidence, the agent should not guess. If evidence is missing, the next action is to collect it with SuperDev tools.