> cat /dev/github | grep security-tools
discovered 03 Aug 2026

Oversight

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Oversight is a modular, web-based framework designed for the reverse engineering and red teaming of Large Language Models (LLMs). It features a plugin-based architecture allowing users to extend functionality, while providing tools for adversarial testing, prompt fuzzing, and layer analysis. The framework facilitates ease of use with an intuitive interface and the ability to generate detailed analysis reports, making it suitable for vulnerability research in LLM applications.