DeepCode

DeepCode AI is an advanced code review and static application security testing (SAST) tool, now integrated into Snyk Code. It leverages a hybrid combination of symbolic analysis and generative AI models to detect vulnerabilities, suggest security-focused autofixes, and manage code quality across more than 19 languages. With its 80% autofix accuracy and risk-based prioritization, it accelerates secure development and helps reduce mean time to remediation (MTTR) by 84% . By employing in‑house fine-tuned models trained on millions of permissively licensed public codebases, DeepCode AI ensures both effectiveness and data privacy—customer code is not used to train the LLM . The Snyk platform integrates DeepCode features into IDEs, CI/CD pipelines, and rule-based search tools, enabling both automated and manual remediation workflows . .