Component Level Tracing And Observability With Observe Decorator

via “opentelemetry-based observability with tracing decorators and metrics”

Multi-agent platform with distributed deployment.

Unique: Provides first-class OpenTelemetry integration with automatic tracing decorators and middleware that instrument agent execution, tool calls, and model invocations without manual span creation, enabling distributed tracing across multi-agent systems with minimal code changes.

vs others: More comprehensive than logging-based observability because distributed tracing captures execution flow; more integrated than external APM tools because tracing is coordinated with agent lifecycle and automatically instruments key operations.