Motadata ObserveOps
ObserveOps (formerly Motadata AIOps) is a unified observability platform correlating metrics, logs, traces, flows and topology with anomaly detection that needs no training period. Its REST API is mounted at /api/v1 across three mounts (/settings, /visualization, /system) covering 96 configuration resource types, with a Vert.x EventBus websocket bridge for live alerts, events and real-time queries. Authentication is a Personal Access Token, a static client.id cookie, or a username/password session; the websocket surface requires the session. Errors come back as proprietary MD-prefixed codes rather than RFC 9457 problem documents, and Motadata publishes no OpenAPI.