Full Observability
Real-time state streaming and standardized task telemetrics.
When you hand off critical operations to autonomous agents, you cannot accept a "black box" architecture. You need to know exactly what the agent is doing, what decisions it is making, and when it fails.
Protocol Guarantees
The ASAP Protocol mandates that all agents emit a standardized stream of operational telemetry back to the consumer:
- Live Event Stream: Receive immediate updates as the agent changes states (e.g.,
started,processing,waiting_for_input,completed). - State Snapshots: For complex, multi-step chains of thought, agents emit their internal memory snapshots, allowing consumers to render intermediate UI elements or debug logic in real-time.
- Structured Logging: All errors and warnings follow the rigorous ASAP JSON structured logging format, complete with Trace IDs, ensuring you can audit the exact point of failure across a multi-agent orchestrated cluster.