Close the vulnerability
window to zero.

Automated vulnerability remediation for your repositories. We detect security issues, generate minimal patches, and open pull requests ready for review.

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How it works

Three steps to remediate vulnerabilities

Our pipeline scans your code, generates targeted fixes, and opens pull requests for your team to review.

Scanning repositories
Vulnerability detected • CVE-2024-10213
Location: services/auth/session.js

1. Detect

Scan repositories

Continuous monitoring of your codebase and dependencies for security vulnerabilities.

diff --git a/auth/session.js
- const token = jwt.verify(sessionToken)
+ const token = jwt.verify(sessionToken, process.env.SESSION_KEY)
// 2 line change

2. Patch

Generate fixes

AI-powered patch generation creates minimal, targeted changes to remediate the vulnerability.

✓ PR opened for review
Target: main
Reviewers assigned
Tests: pending

3. Review

Open pull requests

Automated PRs are created for your team to review, test, and merge.

Core capabilities

Comprehensive security coverage

Four-layer defense system detecting, analyzing, and remediating vulnerabilities automatically

SAST

Static Analysis Security Testing

Advanced pattern matching and dataflow analysis scans your entire codebase for vulnerabilities

Scanning: auth/middleware.ts
⚠
SQL Injection vulnerability detected
Line 42: Unsanitized user input in query
✕
Path traversal risk
Line 58: Direct file path concatenation
2 critical issues found • 0.8s scan time

AI Review

LLM-powered analysis understands context and identifies complex vulnerabilities

🤖 AI Analysis:
This function combines user input with admin privileges without proper authorization checks
Confidence: 94% • Severity: High

Secret Detection

Identifies exposed API keys, credentials, and sensitive data across your codebase

🔑 3 secrets detected:
• AWS_SECRET_KEY in .env
• GitHub token in config.js
• Stripe API key in checkout.ts
⚠ Prevent commit recommended

Automated Remediation

Context-aware patch generation

Generates minimal, targeted patches and opens pull requests for team review

✓ Patch generated • Opening PR...
auth/middleware.ts
- const query = `SELECT * FROM users WHERE id=${userId}`
+ const query = db.prepare('SELECT * FROM users WHERE id=?')
+ const result = query.get(userId)
PR #847 opened • Fixes SQL injection in auth

Proven in production

Real vulnerabilities found and fixed

100+
100+
Vulnerability fixes generated
including merged PRs in LangChain and LlamaIndex
Multiple
Multiple
CVEs published
including 2 recently disclosed vulnerabilities

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100+ fixes generated
~5 min avg patch time
Multiple CVEs published