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AI On-Call / Incident-Response (AIOps) Agent

AI On-Call / Incident-Response (AIOps) Agent

Design an agent that responds to alerts: investigates, finds root cause, and proposes or executes remediation — without making things worse.

Key Requirements

  • Gather context across logs/metrics/traces/deploys (read broadly)
  • Evidence-grounded root-cause reasoning (no hallucinated RCA)
  • Autonomy gated by blast radius + reversibility; human approval for risky
  • Alert correlation/dedup; circuit breaker on the agent itself
  • Runbook flywheel; degraded-mode operation (self-dependency)

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