SecureFlow combines dataflow analysis with 10+ AI models to find real vulnerabilities. Not just pattern matching — it traces data from source to sink, understands your codebase context, and validates findings with AI. Your API keys. Your privacy.
Not just pattern matching. SecureFlow traverses your code graph to understand context and traces data flow from source to sink.
Detect stack & frameworks
Why grep and ast-grep aren't enough for security
SecureFlow builds a code graph of your entire project — functions, classes, API endpoints, database calls, and how data flows between them.
When it finds a potential vulnerability, it doesn't just match a pattern. It traces the data path from user input to dangerous sink, then uses AI to validate if it's a real issue in your specific context.
Uses tree-sitter to parse code into AST, then builds call graphs and data dependency maps
Finds user inputs (sources) and dangerous operations (sinks) like SQL execution, file writes, command execution
Uses your chosen AI model to understand the full context and confirm if it's exploitable
Visual representation of code graph traversal
Your code stays on your machine. We never see it.
Bring Your Own Key. API calls go directly to your provider. We're never in the middle.
We don't log your code, file paths, or any personally identifiable information. Ever.
We collect anonymous usage data to improve the product. No code or PII. Turn it off anytime.
Audit the code yourself. AGPL-3.0 licensed. Contributions welcome.
Switch models anytime. No lock-in. Use whatever works best for your use case and budget.
Configure your preferred model with a single environment variable or CLI flag
SecureFlow combines the power of code graph analysis with AI validation. Find real vulnerabilities, not noise.
Free forever for individuals. BYOK = no surprise bills.