DeepCode AI

DeepCode AI is an AI‑powered code analysis service that scans source code for security vulnerabilities, suggests automated fixes, and prioritizes remediation based on risk; it is aimed at developers and security teams who need continuous application security testing, and it is offered under a freemium model with a free tier that requires no credit card.

What it does

DeepCode AI integrates directly into a project's code repository and runs static application security testing (SAST) on every commit. The engine parses code in more than 19 languages, builds a data‑flow graph from over 25 million known cases, and then applies a hybrid AI model that combines symbolic analysis with generative techniques to spot insecure patterns. When a vulnerability is detected, the platform can generate an autofix suggestion through the Snyk Agent Fix feature, which claims 85 % accuracy and can apply the change in seconds. In addition to raw detection, DeepCode AI assigns a context‑aware risk score that considers package popularity, exploit maturity, and code reachability, allowing teams to focus on the most critical issues first. The service also supports custom rule creation via DeepCode AI Search, letting security engineers write queries that the hybrid AI evaluates across the codebase.

Developers typically invoke DeepCode AI through the Snyk IDE plugin, which surfaces findings and autofix options without leaving their editor. The platform also syncs with GitHub, Google, and Bitbucket, so scans are triggered automatically on pull requests and merge events. For organizations that prefer a centralized view, the Snyk AI Security Platform aggregates results across repositories, providing dashboards that track mean time to remediate (MTTR), which the vendor reports can be reduced by up to 84 %. The combination of real‑time feedback and risk‑based prioritization helps keep security reviews lightweight while maintaining coverage across large codebases.

Key features

• Snyk Agent Fix — Generates and applies code autofixes with an reported 85 % accuracy, reducing manual patch effort.
• AI code review — Performs automated static analysis across 19+ languages, flagging security flaws as developers write code.
• Hybrid AI engine — Merges symbolic analysis with generative AI to improve detection precision and avoid hallucinations.
• Risk‑based prioritization — Scores vulnerabilities using package popularity, exploit maturity, and code reachability to surface the most urgent issues.
• DeepCode AI Search — Allows security engineers to author custom queries with autocomplete, instantly matching patterns across the codebase.
• Autofix code — Provides one‑click remediation for supported issues, integrating with the Snyk IDE plugin for seamless developer workflow.
• AI Security Platform — Consolidates findings from multiple repositories into unified dashboards that track remediation metrics.
• Data‑flow knowledge base — Leverages more than 25 million data‑flow cases derived from permissively licensed open‑source projects.
• Multi‑repo integrations — Connects to GitHub, Google, and Bitbucket to trigger scans on pull requests and pushes.
• Free tier access — Offers a no‑cost entry point that includes basic scanning and autofix capabilities without requiring a credit card.

Who it's for

DeepCode AI is primarily built for software development teams that embed security into their CI/CD pipelines, including backend engineers, front‑end developers, and DevSecOps specialists. Small to mid‑size SaaS firms and larger enterprises with regulated codebases find value in the risk‑scoring system, especially when compliance mandates rapid vulnerability remediation. Security operations centers (SOCs) that manage multiple product lines can use the aggregated dashboards to monitor MTTR trends across projects. The platform also appeals to security consultants who need a programmable interface for custom rule creation, as the DeepCode AI Search feature supports query‑driven analysis. Companies that already use Snyk for vulnerability management benefit from the tight coupling between DeepCode AI and the broader Snyk AI Security Platform.

Pricing

DeepCode AI follows a freemium pricing model; the free tier provides unlimited scans for supported languages and includes the Snyk Agent Fix autofix capability, with no credit‑card requirement. Detailed pricing for paid tiers is not publicly listed on the website, and interested organizations must contact the sales team or request a live demo to obtain a quote. Paid plans are expected to add features such as advanced risk analytics, higher scan quotas, and enterprise‑grade support.