Remediation
Automated remediation guidance and fix verification for security findings.
DryRun Security integrates with AI coding tools to turn security findings into automated fixes. When a vulnerability is detected, an AI coding tool connected to DryRun Security can read the finding in context, understand the affected code, and generate a targeted fix - without requiring the developer to manually triage or research the issue.
Why Remediation Matters #
Connecting remediation directly to the detection workflow 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 Remediation Works with AI Coding #
DryRun Security enables remediation by integrating with AI coding tools. Supported tools include:
- Claude Code
- Codex
- Cursor
- GitHub Copilot
- Windsurf
- VS Code
Remediation is enabled by:
- Creating an API key from the DryRun Security dashboard (see API Access Keys)
- Connecting your AI coding tool to the DryRun Security MCP (Model Context Protocol) server
- Installing the DryRun Security remediation skill: see the DryRun Skill page for instructions
Once connected, the AI coding tool can read DryRun Security findings and automatically generate fixes in the context of your codebase.