AI Code Review
for GitHub Repos
SwarmFlow runs 137 specialized AI agents on your repository to find security vulnerabilities, code quality issues, and bugs — in under 30 seconds.
How AI Code Review Works
Unlike traditional linters that match patterns, advanced AI reads and understands your code's intent.
Connect Your Repo
Connect your GitHub repository via OAuth. Your code is processed in-memory per scan and never stored.
AI Reads Your Code
137 specialized AI agents analyze your codebase, each focused on a specific security or quality concern.
Get Actionable Results
Every finding includes the exact line, why it's a vulnerability, and a paste-ready fix generated by AI.
Why AI for Code Security?
Traditional SAST tools
- ✗ Match patterns — miss context-dependent bugs
- ✗ High false positive rates from rigid rules
- ✗ Can't understand business logic vulnerabilities
- ✗ Generic suggestions that don't fit your code
- ✗ Miss logical flaws that don't match any rule
AI code review
- ✓ Understands what your code actually does
- ✓ Near-zero false positives (understands context)
- ✓ Detects business logic security flaws
- ✓ Generates fixes tailored to your exact code
- ✓ Explains the vulnerability in plain English
137 Security Agents
Each agent is a specialized AI prompt focused on one vulnerability class.
Secret Scanner
Finds hardcoded API keys, JWT secrets, passwords, and credentials in your code and environment files.
SQL Injection Detector
Identifies string concatenation in SQL queries, unparameterized inputs, and raw query patterns.
XSS Detector
Finds unescaped user input in HTML rendering, dangerouslySetInnerHTML, and DOM manipulation.
Auth Auditor
Reviews authentication logic for JWT misconfigurations, missing auth middleware, and token storage flaws.
OWASP Top 10
Checks all 10 OWASP categories: injection, broken auth, sensitive data exposure, XXE, access control, and more.
Dependency CVE
Scans package.json, requirements.txt, Gemfile for known CVEs and outdated vulnerable dependencies.
CSRF Guard
Detects missing CSRF tokens on state-changing endpoints, unprotected forms, and missing SameSite cookies.
Rate Limiting
Identifies endpoints with no rate limiting, brute-force susceptible auth routes, and missing throttling.
Crypto Audit
Flags deprecated algorithms (MD5, SHA1), weak key sizes, insecure random number generation, and ECB mode.
Token Leak
Finds tokens, secrets, and sensitive data in logs, error messages, API responses, and client-side code.
Path Traversal
Detects file path manipulation vulnerabilities, unvalidated file system access, and directory traversal patterns.
RCE Risk
Identifies dangerous functions like eval(), exec(), child_process with unsanitized input that could lead to code execution.
+123
more agents covering Code Quality, Testing, Performance, DevOps & Documentation
Works With Every Language
the AI reads code semantically — no language-specific parsers or rules needed.
Start Your AI Code Review
Connect your GitHub repo and get your first security report in 30 seconds. Free plan — no credit card required.
Review My Code Free