Best Practices

Proven patterns for building reliable agentic systems in the sOAP paradigm.

Topics

Topic	Description
Guardrails	Validate agent output internally and retry on failure — keep intervention inside the object
Debugging	Two-layer debugging: deterministic tests first, Monte Carlo agent tests second