As AI agents replace human workflows, your observability stack must evolve. A practical guide to tracing LLM calls, multi-agent chains, and tool use with OpenTelemetry — from a Tech Lead who's been there.
How AI transforms the DevOps/Platform Engineer role: AI-assisted pipeline generation, incident diagnosis, capacity planning, GitOps automation, and the operational judgment that keeps systems running and teams unblocked.
Build comprehensive observability: custom CloudWatch metrics and dashboards, X-Ray distributed tracing across Lambda and Fargate, structured logging with Lambda Powertools, alerting strategies, cost dashboards, and anomaly detection.
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