Bridge the four critical tooling gaps in today's observability stack: semantic logging, cross-layer root cause analysis, operational optimization, and safe automation. You'll implement reasoning trace schemas, multi-layer correlation IDs, and a three-tier recommendation layer that turns alerts into prescriptive actions.

Build the complete AgentOps automation pipeline—from semantic instrumentation through supervised automation—with hands-on implementation of policy-as-code, supervisor agents, and daily operational rhythms. Learn to establish SLAs for detection and rollback time while implementing weekly rituals that transform reactive firefighting into proactive governance.