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AI coding tools

DeepCode

Snyk's AI code security analysis

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Tags Free AI tools AI coding AI code review AI testing tools AI security

What DeepCode is

DeepCode AI is Snyk's AI-powered code security analysis platform. It focuses on static application security testing and automated code review, combining symbolic AI and generative AI, and supports many languages including Java, Python, JavaScript, TypeScript and C or C++.

DeepCode AI Fix provides automated remediation, and self-hosted deployment is offered for code privacy.

What you can do with it

  • Scan code for security issues in the IDE
  • Get automated fix suggestions
  • Run enterprise SAST
  • Keep analysis on your own infrastructure

Who it is for

  • Teams adding security checks to development
  • Enterprises with application security governance
  • Organisations needing self-hosting

What to watch out for

  • The accuracy figure for automated fixes is a vendor claim; test every suggested fix
  • Automated remediation can change behaviour, so review and run tests before merging
  • Static analysis misses business logic flaws and runtime issues
  • Self-hosting shifts operational work to your team

Pros & cons

✓ What we like

  • Combines static analysis with AI fixes
  • Self-hosting for code privacy
  • Works inside the IDE

! What to watch out for

  • Fix accuracy claims to verify
  • Logic flaws not covered
  • Self-hosting overhead

FAQ

What is it for?

Code security analysis, vulnerability detection and automated remediation.

Does it fix issues automatically?

Yes, through DeepCode AI Fix, though every suggestion should be reviewed.

Is it a general coding assistant?

No. It focuses on security analysis rather than code generation.

Last reviewed: 2026-09-17

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