# knostic/OpenAnt - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 52.4 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 727
- **Description**: OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws while minimizing both false positives and false negatives. Stage 1 detects. Stage 2 attacks. What survives is real.

## Contributor Metrics
- **Time to First Response**: ~62.7 hours
- **External PR Merge Rate**: 5633.8%
- **First-Timer Success Rate**: 5714.3%
- **Maintainers Active**: 5

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~62.7 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/knostic/OpenAnt)