Agentic DevOps: AI agents that investigate incidents and decide next actions in production

Pavan_Belagatti · x · 2026-09-03

Pavan Belagatti outlines "Agentic DevOps": moving beyond automating predefined tasks to systems that observe, reason, act, and continuously improve. Traditionally, CI/CD pipelines deploy code while observability tools collect telemetry and alert engineers when things break. With agents, AI continuously watches production signals, investigates incidents, pulls context on services, ownership, dependencies, deployment history and past incidents, then determines the next best action—answering what happened, why, and what to do next, not just "something is wrong."

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