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6 changes: 6 additions & 0 deletions README.md
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Expand Up @@ -27,6 +27,12 @@ A repository merge does not make a recipe executable in the hosted Brida API. Qu

The open-source TypeScript SDK lives at [`brida-ai/sdk`](https://github.com/brida-ai/sdk). The registry and SDK are Apache-2.0; the hosted Brida Reflex service remains a separately operated product.

## Evaluation with ReflexBench

[ReflexBench](https://github.com/brida-ai/reflexbench) is Brida's open, provider-neutral benchmark and reproducible evaluation harness for System One models and typed decision engines. It evaluates Binary/Noul, Choice and Score quality, calibration, multilingual consistency, option-order robustness, cardinality/capability and same-response workflow-policy value without collapsing them into one global score.

Benchmark v1 is frozen for reproducibility; new engine/checkpoint results can be added against the unchanged protocol.

## Validate the registry

```bash
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