swain.

swain.

your open source local AI security lead. one command.

0upvotes
Launched May 30, 2026

About swain.

Swain is an innovative open-source security review tool designed specifically for developers integrating AI-generated code. It acts as a local, command-line security lead that inspects code written by AI models like Claude and Codex before deployment, ensuring no security vulnerabilities slip through. Unlike traditional SaaS solutions, Swain operates entirely locally without requiring new accounts or dashboards, making it ideal for privacy-conscious teams. It scans for critical issues such as authentication bugs, billing bypasses, hardcoded secrets, SQL injections, and XSS vulnerabilities. After analysis, Swain provides pinpointed, actionable feedback along with the exact command needed to fix each problem, streamlining the security review process and reducing deployment risks. Its unique approach combines the power of AI with local control, making secure AI-driven development accessible and efficient for software engineers and security-conscious teams alike.

Screenshots

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Pros

  • Runs locally without requiring SaaS accounts, ensuring privacy and control
  • Integrates with existing AI CLI tools like Claude and Codex seamlessly
  • Provides precise, actionable security insights with fix commands
  • Catches a wide range of critical security vulnerabilities in code
  • Simple, command-based workflow suitable for automated CI/CD pipelines

Cons

  • Limited to command-line environment; not a visual dashboard
  • Requires familiarity with CLI tools and security best practices
  • Potentially limited support for non-AI code sources or languages outside its scope

Use Cases

1Pre-deployment security review of AI-generated code in development pipelines
2Developer teams seeking privacy-focused security checks without SaaS dependencies
3Automated security scans for code written by AI during continuous integration
4Hardening open-source projects by verifying AI-assisted contributions
5Auditing code snippets for vulnerabilities before releasing features
6Educational purposes for teaching secure AI-driven coding practices

Pricing

Likely free and open-source, emphasizing local control and no subscription costs, though additional features or support could be offered in paid tiers depending on community adoption.

Quick Info

Upvotes0
Comments1
Launched5/30/2026

Topics

Software EngineeringDeveloper ToolsGitHubSecurity

Alternatives

Snyk
Dependabot
CodeQL
SonarQube
Veracode

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