Snyk powered by DeepCode AI

DeepCode AI has always been the backbone of Snyk Code, which is why it's the fastest, most accurate SAST on the market.

Purpose-built AI for secure development

DeepCode AI, powering the Snyk platform, utilizes multiple AI models, is trained on security-specific data, and is all curated by top security researchers to give you all the power of AI without any of the drawbacks.

AI built for security

With 25M+ data flow cases, 11 supported languages, and multiple AI models, Snyk's DeepCode AI was designed to find and fix vulnerabilities and manage tech debt.

AI that boosts productivity

DeepCode AI powers Snyk's one-click security fixes and comprehensive app coverage, letting developers build fast while staying secure.

AI you can trust

Our specialized DeepCode AI is built and refined by top-tier researchers that use training data from millions of open source projects — never customer data.

The DeepCode AI difference

Single-model AI like ChatGPT is powerful, but it comes with limitations and hallucinations. DeepCode AI's hybrid approach uses multiple models and security-specific training sets for one purpose — to secure applications.

Unmatched scanning accuracy with hybrid AI

Snyk employs an industry-unique process to create the DeepCode AI knowledge base that powers Snyk Code. By combining symbolic and generative AI, several machine learning methods, and the expertise of Snyk security researchers, we ensure a high-level of accuracy without hallucinations.

Improved developer velocity with AI-powered fixes

DeepCode AI Fix recommendations are automatically scanned by Snyk Code to ensure they won’t introduce new issues before they are even shown to the developer.  Devs can quickly review the suggested fix — provided in-line with their code right from the IDE — and adjust if needed.

Simplified rules creation with DeepCode AI Search

Write your own queries using DeepCode AI logic (with autocomplete) and leverage the hybrid AI to instantly find matches in your code. It’s easy for your team to create, test, run, and save rules with the help of DeepCode AI.

“When it comes to developer productivity gains, the recent explosion of generative AI innovation has been welcomed by many with a mixture of enthusiasm and relief. As a security leader, however, my foremost responsibility is to ensure that all of the code we create, whether AI-generated or human-written, is secure by design. By using Snyk Code’s AI static analysis and its latest innovation, DeepCode AI Fix, our development and security teams can now ensure we’re both shipping software faster as well as more securely.”


Steve Pugh


Snyk is a developer security platform. Integrating directly into development tools, workflows, and automation pipelines, Snyk makes it easy for teams to find, prioritize, and fix security vulnerabilities in code, dependencies, containers, and infrastructure as code. Supported by industry-leading application and security intelligence, Snyk puts security expertise in any developer’s toolkit.

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