The Patching Pipeline
Automated vulnerability remediation pipeline
A four-phase pipeline that takes vulnerabilities from detection to deployed fix in minutes, not months.
Vulnerability Detection
Our AI continuously scans your codebase, dependencies, and runtime behavior to identify security vulnerabilities before attackers do.
Multi-LLM Patch Generation
Three specialized AI models collaborate to generate secure, context-aware patches that maintain your code style and functionality.
Sandbox Validation
Every patch is compiled, tested, and fuzz-tested in ephemeral containers to ensure it fixes the vulnerability without breaking functionality.
PR Creation & Deployment
Validated patches are automatically submitted as pull requests with detailed explanations, monitoring, and rollback capabilities.
Safety Controls
Production-ready patches you can trust
Unlike rushed manual patches that often introduce bugs, every automated patch is thoroughly validated through comprehensive testing and monitored post-deployment.
Minimal Change Patching
Our AI generates the smallest possible patch to fix each vulnerability, preserving your existing code structure and reducing review burden. Every patch follows security best practices while maintaining your team's coding standards and architectural decisions.
Comprehensive Validation
Automated test execution in ephemeral sandboxes ensures patches don't break functionality.
Automatic Rollback Protection
Continuous monitoring with instant rollback triggers if anomalies are detected in production.
Human-in-the-Loop
Configure approval gates for critical systems.
Early Access
Join the private preview program
We're working with select partners to refine the Auto-Patching Agent before general availability. Join our private preview to be among the first to experience autonomous vulnerability remediation.