Fix Analysis is our upcoming feature designed to auto-generate code fixes for identified vulnerabilities and open a pull request with a single click. By leveraging AI to propose changes, we remove a major bottleneck—writing initial patch code manually.

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How It Will Work

  1. Find a Vulnerability
    Once a vulnerability is flagged by SAST, IAC, or SCA, look for the “Auto-Fix” button.
  2. AI-Generated Solution
    The system proposes a code fix based on your existing code style, frameworks, and best practices.
  3. Pull Request Creation
    Review the suggested patch, then let CybeDefend create a PR in your repository for further human validation.

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Limitations & Best Practices

  • Human Oversight: AI suggestions aren’t infallible. Always review for logic, performance, or style preferences.
  • Incremental Rollouts: During early stages, we’ll pilot the feature with Java, Python, and Node.js repositories first.
  • Security Depth: Some complex vulnerabilities might require deeper architectural changes that auto-fix can’t handle alone.

This feature is in development. Track its progress in our Roadmap—and feel free to suggest improvements if you’re part of our pilot program.

We recommend combining Fix Analysis with your CI/CD pipeline for automated tests to verify that proposed fixes don’t introduce regressions.