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Snyk powered by DeepCode AI

With 8 years in software development, DeepCode AI powers Snyk Code, which is why it's the fastest, most accurate, and most intelligently prioritized SAST and AI code review tool on the market.

Purpose-built AI for secure development

DeepCode AI powers the Snyk platform, utilizing multiple fine-tuned AI models and security-specific data curated by top security specialists, to give you all the power of AI in your security, without any of the drawbacks.

AI built for code security

With 25M+ data flow cases, 19+ supported languages, and multiple AI models, Snyk's DeepCode AI code analyzer was designed to find, autofix, and prioritize vulnerabilities, and manage tech debt.

AI that boosts productivity

DeepCode AI powers Snyk Code's over-80%-accurate security autofixes, 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 permissively licensed open source projects with verified code fixes — never customer data.

The DeepCode AI difference

Single-model AI like GPT-4 is powerful, but it comes with privacy issues, limitations, and hallucinations. Self-hosted DeepCode AI ensures data privacy whilst delivering AI code analyses and fixes, and 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.

Unstoppable developer velocity with AI-powered autofixes

DeepCode AI Fix recommendations are automatically pre-scanned by Snyk Code to ensure that they won’t introduce new security issues when implemented. Devs can choose their preferred fix — provided in-line with their code right from the IDE — and click once to apply the fix instantly.

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.”

ICE/NYSE

Steve Pugh

CISO, ICE/NYSE

Additional Snyk AI resources

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Blog

Academic exploration of DeepCode AI

Learn about symbolic and hybrid AI and go deeper with academic papers.

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Blog

AI-generated security fixes in Snyk Code

Learn about DeepCode AI Fix’s security-crafted autofix suggestions.

Read blog
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Blog

How Snyk uses AI to secure AI

LLMs like GPT-4 are powerful, but it takes a hybrid AI to tackle security.

Read blog
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Documentation

Autofix code issues with Snyk IDE plugin

Learn how to scan and autofix your code in seconds, without breaking development rhythm.

View docs