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. DeepCode AI supports Snyk’s context-aware risk scoring, assessing the popularity of the affected package and the reachability of vulnerable code, all while monitoring the maturity of available exploits.

DeepCode AI is an advanced artificial intelligence system developed by Snyk to enhance code security and quality. It forms the core of Snyk Code, providing developers with a powerful static application security testing (SAST) and AI code review tool.

August 15, 2025 - You can use DeepCode AI Fix in your favorite modern IDE! You will need to install Snyk IDE Extension and enable AI Fix suggestions in your Snyk account.

October 24, 2024 - Register for a Snyk account · ... See how DeepCode AI Fix automates security remediation and integrates seamlessly into developer workflows, enhancing fix rates and reducing security debt....

April 23, 2024 - This is why we aimed to make fixing ... the LLM portion of our · DeepCode AI machine (this consists of a combination of symbolic AI and machine learning, including our LLM)....

Through dynamic few-shot prompting, Snyk Agent Fix guides leading models in real time with the most relevant, human-written examples at the moment of code generation, transforming general-purpose AI into a domain security expert that consistently delivers fixes that are both functionally sound and free of vulnerabilities. Learn about DeepCode AI ·

May 16, 2025 - Training data is regularly reviewed for accuracy. • The Customer data is always kept private and is never used to train AI. ... DeepCode AI Fix helps to fix code issues smartly and automatically.

We're excited to announce DeepCode AI Fix, which delivers a fix for code issues to developers right in their IDE and DeepCode AI Search, which harnesses the power of AI to allow security and development teams to search their code for semantic ...

AI tool for spotting security flaws and code issues in real time. It helps developers fix problems fast. ... It finds security holes as you code. It suggests fixes, and works with tools you already use.

DeepCode, developed by Snyk, is a powerful tool for automated code review, emphasizing static application security testing (SAST). This guide explores DeepCode AI's features, its integration into development workflows, and how it complements ...

February 24, 2026 - Snyk (DeepCode AI) is a developer-first security platform that combines static application security testing (SAST), software composition analysis (SCA), container scanning, and infrastructure-as-code (IaC) security into one integrated system.

The DeepCode extension will be replaced by Snyk's VS Code extension which includes DeepCode's functionality and more.

June 7, 2023 - During the first part of SnykLaunch June ‘23, Noa Moshe, Product Manager, unveiled our · proprietary AI engine — DeepCode AI. This technology is the foundation for Snyk Agent Fix, the next evolution of our Snyk Code and Open Source products. DeepCode AI delivers security fixes right to a developer’s IDE, allowing them to apply the suggested change with a single click.

September 23, 2020 - DeepCode’s AI engine will help Snyk both increase speed and ensure a new level of accuracy in finding and fixing vulnerabilities, while constantly learning from the Snyk vulnerability database to become smarter.

March 27, 2024 - ... CI/CD to provide complete visibility of issues early, and throughout the SDLC. DeepCode AI is our proprietary AI technology that powers Snyk and combines the two prominent schools of AI: rule-based symbolic AI and neural/ML-based genAI.

April 7, 2026 - DeepCode AI Fix is now Snyk Agent Fix.

September 23, 2020 - Snyk, the leader in developer-first cloud native application security, announced today that it has signed an agreement to acquire DeepCode, a provider of real-time semantic code analysis powered by AI.

September 24, 2020 - “DeepCode’s AI engine will help Snyk both increase speed and ensure a new level of accuracy in finding and fixing vulnerabilities, while constantly learning from the Snyk vulnerability database to become smarter,” wrote CEO Peter McKay.

DeepCode AI, which powers Snyk Code, is a powerful tool for static application security testing (SAST) and automated code review using artificial intelligence. It analyzes code repositories to identify vulnerabilities and quality issues, providing ...

April 8, 2026 - ... DeepCode AI brings secure code analysis straight into the tools developers already use. It scans 19+ languages, flags issues in real time, and offers research-driven, one-click fixes that you can review just like any pull-request patch.