Deepcode

AI for code review

DeepCode was an AI-powered code review tool that used machine learning to find bugs, security vulnerabilities, and code quality issues in real-time. It was acquired by Snyk in 2020 and is now integrated as Snyk Code — Snyk's real-time static analysis tool powered by AI. For OpenClaw agents, the DeepCode functionality (now via Snyk) can enhance code review workflows. Your agent can run Snyk Code analysis on repositories and report findings via chat. However, direct API access is through the Snyk platform now, not the original DeepCode endpoints.

Tags: ml, ai, nlp

Category: Machine Learning

Use Cases

  • Run AI-powered code reviews on repos and report vulnerabilities via chat
  • Integrate code quality checks into CI/CD pipelines monitored by your agent
  • Scan new PRs for security issues before code review

Tips

  • Use the Snyk CLI (snyk code test --json) for the easiest integration with OpenClaw skills
  • Focus on security findings (high severity) rather than all code quality suggestions
  • Combine with GitHub API to automatically scan new PRs

Known Issues & Gotchas

  • DeepCode.ai is deprecated — must use Snyk Code now
  • Snyk CLI requires authentication before first use
  • Free tier limits are per-organization, not per-project

Frequently Asked Questions

Is DeepCode still available as a standalone API?

No. DeepCode was acquired by Snyk in 2020 and folded into Snyk Code. The original deepcode.ai API is no longer maintained. Use Snyk's platform instead.

How do I access DeepCode's AI code review now?

Through Snyk Code. Install the Snyk CLI (npm install -g snyk), authenticate with snyk auth, and run 'snyk code test' on your project. API access is via Snyk's REST API.

What languages does Snyk Code support?

JavaScript/TypeScript, Python, Java, Go, C/C++, Ruby, PHP, C#, Swift, and Kotlin among others. It supports most popular languages for both security and quality analysis.