Agent Operations

Agent Lifecycle

1. Instrument — @opik.track + entrypoint=True + opik.AgentConfig
2. Configure — Externalize config into AgentConfig. Opik manages Blueprints with env tags (dev/prod)
3. Connect — opik connect --pair <CODE> <startup_cmd> to pair with Opik UI
4. Evaluate — Evaluation Suites with assertions and execution policies
5. Monitor — Dashboards, online evaluation, alerts, guardrails
6. Optimize — MaskIDs for config A/B testing, promote winning Blueprints

Config + Retrieval

class AgentConfig(opik.AgentConfig):
    model: Annotated[str, "LLM model"]
    temperature: Annotated[float, "Sampling temperature"]