Security scanners bury dev teams in alerts. Most are false positives. Many point to unexploitable issues. Your backlog balloons—developers burn hours triaging noise instead of shipping features.
Pixee works like an automated security engineer embedded in your team. It doesn't just flag vulnerabilities. It analyzes your entire codebase (architecture and execution paths included). Then it determines whether flagged issues are actually exploitable. It does this by tracing how code runs in production.
The exploitability analysis cuts through nonsense. Dead code paths? Pixee ignores them. Mock implementations and test fixtures get skipped. Framework protections already handling an issue? Pixee recognizes that. What remains gets a personalized risk score—based on your actual environment.
Here's where things get practical: Pixee generates fixes that look like your team wrote them. It learns your coding conventions. It uses your existing utility classes. Got a SafeQueryBuilder class for parameterized queries? Pixee references that instead of suggesting generic patterns. It creates pull requests that pass your CI pipeline and match your style guide.
A security engineer at an enterprise might see 200 scanner alerts daily. Pixee triages them down to the handful that matter—then delivers merge-ready code. The 76% merge rate? That suggests developers actually trust what it produces. You'll still need human review for complex architectural decisions. But the grunt work (fixing SQL injection or XSS vulnerabilities) happens automatically.
Free plan available.