Elastic brings AI-driven incident investigation to Kubernetes and observability tools

Elastic announces an agentic Kubernetes investigation workflow and an MCP-based Observability App that automatically runs diagnostics when alerts fire, surfacing root-cause analysis, cluster health rollups, service dependency graphs, anomaly detail, and recommended remediation within tools like Claude, Cursor, and VS Code. The release emphasizes faster incident resolution for SREs by integrating investigations into existing IDEs and AI clients and storing Kubernetes logs and metrics with improved storage efficiency.