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# Constrained, Verifiable Agent Framework

**Type:** technology  
## Related Articles

- [Making Failure Safe: A Constrained, Verifiable Agent Framework for Open-Web Data Collection](https://stuffthatspins.com/spin/making-failure-safe-a-constrained-verifiable-agent-framework-for-open-web-data-collection) — July 2, 2026

## Related Claims

- The framework runs with zero execution-stage LLM tokens and the lowest average wall-clock time on 80 independently source-verified tasks.

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