# Best Practices

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

## Topics

| Topic | Description |
|---|---|
| [Guardrails](./guardrails.md) | Validate agent output internally and retry on failure — keep intervention inside the object |
| [Debugging](./debugging.md) | Two-layer debugging: deterministic tests first, Monte Carlo agent tests second |