V
VRR-Stop
Principled stopping framework for LLM agent repair loops that prevents over-correction
Open SourceFree
About
Research framework addressing a critical problem in iterative LLM agents: knowing when to stop repairs. VRR-Stop provides robust decision-making for verify-repair-repeat loops, preventing agents from damaging already-correct solutions while maximizing validity in code generation and reasoning tasks. Based on statistical principles for handling noisy verification signals common in real-world agent deployments.
Details
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| Integrations | |
| Language |
Tags
autonomouscoding-agentevaluationframeworkopen-sourceresearch
Quick Info
- Organization
- Research Team (arXiv)
- Pricing
- open-source
- Free Tier
- Yes
- Updated
- Jul 21, 2026
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