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DeepCode in brief
DeepCode was acquired by Snyk in 2020 but its semantic code analysis technology is still available. Today integrated into the Snyk ecosystem, it's hard to consider it separately.
- Price$25/month
- CategoryCode
- RecommendedWith caveats
The essentials in 20 seconds
- AI static code analysis to detect bugs and security vulnerabilities
- Acquired by Snyk in 2020, technology integrated in Snyk Code
- Supports JavaScript, Python, Java, TypeScript, Go, PHP
- Price: now via Snyk, from $25/month per developer
Verdict: DeepCode as an independent product doesn't really exist anymore. Its technology lives in Snyk Code. If you want AI code analysis for security, go directly to Snyk.
What is DeepCode
DeepCode is a Swiss startup that developed a deep learning approach to code analysis to detect bugs and security vulnerabilities. Its distinctive feature: it learns from fixes made by millions of developers on GitHub to identify problematic patterns.
After the Snyk acquisition in 2020, the technology was integrated into Snyk Code, Snyk's static analysis module.
Strengths
Deep semantic analysis
DeepCode doesn't do simple pattern matching. It understands data flow through code to identify complex vulnerabilities (injection, path traversal, etc.).
Learning from community fixes
The model learns from code fixes made in public repos. That lets it detect bug patterns that aren't in static lists.
CI/CD integration
Compatible with GitHub, GitLab, Bitbucket and common CI pipelines.
Limits
Product now absorbed into Snyk
DeepCode as a standalone product has largely disappeared in favor of Snyk Code. The deepcode.ai site may still exist but development is concentrated at Snyk.
False positives
Like any SAST tool, false positives require human validation. The rate varies by project.
Pricing
- Via Snyk Code: around $25/month per developer
Alternatives
- Snyk DeepCode for the version integrated at Snyk
- Semgrep for very powerful open source static analysis
- CodeRabbit for AI PR review without security focus
Verdict
DeepCode is historically interesting but today you need to go directly to Snyk if you want this technology. For teams looking for an AI SAST solution, Semgrep or Snyk Code are the options to evaluate.
FAQ
Does DeepCode still work independently of Snyk?
IDE integrations may still work under the DeepCode name, but the technology is now Snyk.
What's the link between DeepCode and Snyk Code?
Snyk Code is Snyk's SAST, powered by the DeepCode technology acquired in 2020.
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Screenshots DeepCode
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DeepCode : 0/10.
DeepCode was acquired by Snyk in 2020 but its semantic code analysis technology is still available. Today integrated into the Snyk ecosystem, it's hard to consider it separately..
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DeepCode
$25/month