observability

Design telemetry contracts by defining standardized, versioned event schemas that capture model usage and runtime boundaries. This enables reliable debugging, cost accounting, and governance across cross-boundary pipelines.

Implement token accounting by instrumenting shared runtime boundaries with canonical fields for model execution. This separates signal capture from consumption, enabling dashboards to adapt independently while tracking token usage.

Capture skill invocation telemetry by defining versioned event schemas at shared entry points. This clear separation allows signal production and consumption to evolve independently, preventing pipeline coupling.

You need versioned event schemas for cross-boundary observability when instrumentation must survive handoffs across phases and components. This ensures structured telemetry contracts remain reliable for debugging and governance.

Yes, this observability approach applies to runtime boundaries including workflow transitions, model execution, and skill invocation. It defines standardized contracts enabling schema design and instrumentation across pipelines.

Separate signal capture from consumption in pipeline instrumentation to allow dashboards and responders to adapt independently. This decoupling ensures telemetry contracts survive component handoffs without breaking downstream consumers.