Make any LLM find vulnerabilties & bugs

RedMirror Reflection enhances code analysis to find real bugs and vulnerabilities. Key features include: • Guides code analysis tools to critical areas • Exhaustively searches reachable states for exploits • Provides grounded attack paths or safety proofs • Operates with no additional token cost • Improves recall significantly on benchmarks This powerful tool transforms standard code analysis into a robust bug-finding system. It directs your existing coding agent to the most probable locations where vulnerabilities hide, then meticulously explores every possible state to uncover the precise sequence of actions that can trigger a break. The outcome is either a replayable attack path, confirming a vulnerability, or a definitive proof that the code is safe under examination. Notably, RedMirror Reflection achieves this deep analysis without incurring extra token costs, making it highly efficient. It has demonstrated impressive results, elevating smaller models to match the performance of much larger ones in bug detection benchmarks. For instance, a 20B model equipped with RedMirror Reflection achieved 96% recall on the 440-case OpenSSF benchmark, a performance level comparable to a 120B model. Ideal for software development teams, security auditors, and individual developers committed to building secure applications. It integrates seamlessly into existing workflows, offering a vital layer of verification and assurance for code integrity.