Safeguard
Just Launched · Auto Fix

Fix Left & Fix Right

Automatically fix vulnerabilities at the source and in production. Ship source code and container images with known CVEs remediated, using Auto Fix.

◈ fix left, fix right · the motif that fires both ways
Both directions

One engine. Two fronts.

Fix Left

Fix vulnerabilities in your source code before they reach production.

  • Automatic vulnerability detection in source code
  • AI-powered code fixes and patches
  • IDE integration for real-time fixes
  • Shift security left in your development cycle

Fix Right

Deploy hardened container images with known CVEs remediated.

  • 500K+ zero-CVE container images
  • Pre-scanned images screened for known malware
  • Automatic image patching and updates
  • Runtime protection with continuous scanning
The loop

How Auto Fix Works.

01

Detect

Griffin AI performs deep transitive dependency analysis to identify vulnerabilities in source code and container images.

02

Fix

Automatically generates patches for source code and provides zero-CVE container image alternatives.

03

Deploy

Deploy with confidence knowing your code and containers have known CVEs remediated and are compliance-ready.

Start Fixing Vulnerabilities Automatically.

Self-healing security runs on Safeguard.

Your first fix PR is minutes away.

No sales call required, even your agent can complete the purchase over MCP.