Batch evaluate

Uses the same policy selection and options as the Evaluate tab.

Policy studio

Adjust how strict each guardrail is — no YAML editing. Save writes config/snapshot.yaml and applies live (admin scope when auth is on).

Tip: lower block threshold = stricter. Warn threshold sits below block.

Synthetic data

Create training examples for policies, fine-tuning the encoder, or a combined guardrail pack. Uses built-in seeds (no tech setup / no vLLM required).

Writes under data/synthetic/. Then run make retrain for heads, or the fine-tune scaffold for encoder work.

Ops probes

Health/live/ready/metrics stay probe-friendly. Whoami validates your session key.

Admin

Requires admin (or *) scope.