Agentic DevOps — Custom MCP Servers for Observability

Designed and built MCP (Model Context Protocol) servers for Prometheus, Loki, Kubernetes, and Tempo so AI agents can natively query metrics, logs, traces, and cluster state for autonomous incident investigation.