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
- 01Gather context across logs/metrics/traces/deploys (read broadly)
- 02Evidence-grounded root-cause reasoning (no hallucinated RCA)
- 03Autonomy gated by blast radius + reversibility; human approval for risky
- 04Alert correlation/dedup; circuit breaker on the agent itself
- 05Runbook flywheel; degraded-mode operation (self-dependency)
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