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Make state changes, tool calls, scheduled work, and human decisions inspectable.
Observe the harness, not only the model
The Agents SDK emits diagnostics-channel events and integrates with Cloudflare logs, metrics, and traces. Ayjnt’s browser and terminal surfaces should present the same execution record in a human-readable way.
- Agent identity, instance, and route
- Model request, provider, latency, and token usage
- Tool arguments, result summary, duration, and side-effect class
- Schedules, workflow steps, retries, queues, and fiber recovery
- Human approvals, edits, cancellations, and overrides