Observability by Design in Fred: Prometheus, OpenSearch, and Spot

Fred now treats observability as a first-class platform capability. With Spot, users can discover Prometheus and OpenSearch tools over MCP, ask monitoring questions in natural language, generate exact PromQL, and persist audit reports to MinIO-backed storage.

April 3, 2026 in observability, platform by Simon Cariou9 minutes