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Anura is an open-source harness platform built by the security research community to create an independent, realistic benchmark for AI systems used in security research. It runs models and agents against real public, authorized bug bounty scopes and security artifacts, then measures what they actually discover, validate, and reject in practical investigations.
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Just-in-time secure coding training for GitLab application security findings. Maps SAST, Secret Detection, Dependency, and Container scanning results to a RansomLeak micro-module and nudges the responsible developer on the merge request.
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