Auto Fix

Automated remediation guidance and fix verification for security findings.

Why Implement Auto Fix

Automating security fixes delivers measurable value across your development organization:

  • Speed of deployment - Fixing vulnerabilities faster means shipping faster
  • Reduced time-to-remediation - Vulnerabilities are resolved quickly rather than sitting in backlogs
  • Developer productivity - Developers spend less time on manual security fixes and more time building features
  • Consistent remediation - AI-powered fixes follow security best practices every time
  • Shift-left at scale - Security fixes happen as part of the development workflow, not as a separate process

How DryRun Enables Auto Fix with AI Coding

DryRun Security enables auto fix by integrating with AI coding tools. Supported tools include:

  • Claude Code
  • Codex
  • Cursor
  • Windsurf
  • VS Code

Auto fix is enabled by:

  1. Creating an API key from the DryRun Security dashboard (see API Access Keys)
  2. Connecting your AI coding tool to the DryRun Security MCP (Model Context Protocol) server
  3. Installing the DryRun Security remediation skill: visit the Integrations page in the DryRun Security UI for instructions

Once connected, the AI coding tool can read DryRun Security findings and automatically generate fixes in the context of your codebase.