# Adaptive Example

`adaptive/` shows portable dirtyloops v2 output compiled from an accepted plan and explicitly bound to Codex. It deliberately contains no fixed helper personas, model defaults, product generations, or required swarm counts. The run-time orchestrator validates the binding and certified adapter, writes a phase-specific orchestration brief, and chooses useful helper missions from current evidence and capabilities.