DeepCode AI started as an independent static analysis and security scanning tool and is now integrated directly into Snyk Code rather than sold as a separate product, which is worth knowing when evaluating it today: most developers encounter it as part of Snyk rather than under its own name. It combines symbolic analysis with generative AI models to detect vulnerabilities and propose security-focused fixes across more than 19 languages.
Snyk reports around 85% autofix accuracy and a reduction in mean time to remediation of roughly 84% from using it, figures that reflect its hybrid approach: rather than relying purely on an LLM's judgment, it grounds suggestions in symbolic analysis of how data actually flows through a program. Its models are fine-tuned in-house on permissively licensed public code, with Snyk stating that customer code isn't used to train the underlying models.
Since it's now part of the Snyk platform, it's available wherever Snyk Code is: IDEs, CI/CD pipelines, and rule-based search tools, rather than as a standalone product with its own pricing.