AgMon

AgentOps is an observability platform for AI agents, providing monitoring, debugging, and evaluation to help developers optimize agent performance.

Evidently is an open-source ML and LLM observability framework with 100+ metrics for evaluating, testing, and monitoring any AI-powered system or data pipeline.

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, queryable by AI agents via MCP and humans via dashboard.

An open-source, developer-first LLMOps platform for streamlined prompt design, version management, real-time observability, monitoring, and team collaboration across LLM applications.