Trail of Bits Buttercup is a Vulnerability Assessment product by Trail of Bits. Pricing is free.
Buttercup is an open-source, fully automated AI Cyber Reasoning System that discovers and patches vulnerabilities in open-source software without human intervention. It was built by Trail of Bits for DARPA's AI Cyber Challenge (AIxCC), where it placed second, and has since been released as open source for the security community to use and extend. The system combines static analysis with AI-guided fuzzing to identify reachable vulnerabilities in target codebases. Each candidate bug is reproduced and validated before being reported, and fixes are generated using LLMs and verified to confirm they close the vulnerability without breaking the build. A multi-agent architecture coordinates the full pipeline from discovery to validated patch with no human in the loop. Buttercup is designed to be scalable, running on anything from a single laptop to enterprise Kubernetes clusters, and supports vulnerability discovery and patching across multiple programming languages and 20 CWE categories. During the AIxCC finals, Buttercup found 28 vulnerabilities, deployed 19 patches, and achieved 90% patch accuracy at a cost of $181 per point scored, using exclusively non-reasoning LLMs.
Common questions about Trail of Bits Buttercup including features, pricing, alternatives, and user reviews.
Trail of Bits Buttercup is Open-source AI system that autonomously finds and patches software vulnerabilities, developed by Trail of Bits. It is a Threat & Vulnerability Management solution designed to help security teams with Vulnerability, Fuzzing, Generative AI.
Trail of Bits Buttercup is built for security teams handling Vulnerability, Fuzzing, Generative AI, Open Source. Teams typically adopt Trail of Bits Buttercup when they need to threat & vulnerability management capabilities integrated into their existing stack. Explore similar tools at https://cybersectools.com/alternatives/trail-of-bits-buttercup
Trail of Bits Buttercup is a free Threat & Vulnerability Management tool. This makes it accessible for organizations of all sizes, from startups to enterprises. Visit https://trailofbits.com/buttercup for download and installation instructions.
Popular alternatives to Trail of Bits Buttercup include:
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Trail of Bits Buttercup is for security teams and organizations that need Vulnerability, Fuzzing, Generative AI, Open Source, AI Pentesting. It's particularly suitable for small to medium-sized teams looking for cost-effective solutions. Other Threat & Vulnerability Management tools can be found at https://cybersectools.com/categories/threat-management
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Agentless cloud vulnerability management with unified context and prioritization
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