What is agent observability?

Agent observability is being able to see every model call, tool call and handoff an agent made, with timing and cost, to debug and audit it.

Open source + Enterprise

How AgentOven does it

Traces and metrics export over OpenTelemetry (OTLP) to Grafana, Datadog, Jaeger or any compatible backend, and every response carries a trace ID. The enterprise edition adds an immutable audit trail and a traceability matrix.

OpenTelemetryAudit trailTraceability matrix
All 14 features →
Agent harnessAgent loopContext engineeringMemory & sessionsTool calling & MCPMulti-agent orchestrationHuman-in-the-loopGuardrailsEvals & test suitesRL environments & worldsModel routingAGENTS.md & GitOpsBackground agents