AI Agent Observability Evaluation

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use When

• Design agent evals, task-success metrics, traces, replay, evidence capture, and regression gates.
• Instrument agent runs with events, step logs, artifacts, and customer-visible status.
• Turn agent execution evidence into QA, audit, incident, or product-quality signals.

Do Not Use When

• The work is not AI-specific or agentic-AI-specific.
• A narrower retained AI parent skill fits the request better.

Required Inputs