Uses the Flash model tier (NIM_MODEL_FLASH). Formatting execution output is largely deterministic and requires low reasoning effort, enabling cost-saving and latency reduction.
Uses .with_structured_output() aligned with FinalizerOutput to yield a consistent headline, cleanly constructed markdown summary, and internal confidence score.
Takes raw terminal outputs, log dumps, and variable states from the last successful sandbox run, and formats them into a clean, human-readable response layout. Enforces no-hallucination policies and applies warnings or caveats securely.
Triggers linearly at the end of the DsStarOrchestrator chain upon a Pass response from the VerifierAgent. Produces the last programmatic payload handed to the REST API frontend mapping logic.