AI Code Remediation
How our AI understands context, generates fixes, and validates changes.
How Shipwright's AI Works
Shipwright uses Claude, Anthropic's advanced AI, to understand and fix your code. Here's the process:
- Context Gathering - Reads the vulnerable file and related files
- Understanding - Analyzes the vulnerability, its root cause, and impact
- Fix Planning - Determines the best remediation strategy
- Code Generation - Writes the fix matching your coding style
- Validation - Ensures the fix doesn't break existing functionality
Context-Aware Fixes
Unlike regex-based tools, Shipwright understands:
- Your project structure and architecture
- Existing helper functions and utilities
- Your coding conventions and style
- Framework-specific best practices
- Business logic constraints
Human in the Loop
You always have full control:
- Review every fix diff before applying
- Accept, modify, or reject changes
- Batch approve similar fixes
- Export as PR to your repo