Complete procedures with a way back.

Create a production support workflow with typed specialist handoffs, bounded tools, guardrails, durable sessions, resumable human approvals, trace review, and deterministic release evaluations.

Instrument complete agent trajectories with privacy-safe OpenAI Agents SDK traces and OpenTelemetry, correlate model calls, handoffs, guardrails, approvals, tools, retries, and side effects, measure end-to-end latency and all token cost, evaluate unsafe behavior deterministically, and release dashboards and alerts with the agent.