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Pixee

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…

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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.

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Frequently asked

7 questions
How does Pixee reduce false positives in security scanning?
Pixee performs exploitability analysis by tracing actual execution paths through your code. It identifies vulnerabilities in dead code, mock implementations, test fixtures, and areas already protected by frameworks—then filters them out. This eliminates up to 98% of false positives, so you only see issues that are genuinely exploitable in your production environment.
Does Pixee automatically fix security vulnerabilities?
Yes, Pixee generates code fixes and submits them as pull requests. It analyzes your codebase to understand your team's conventions and existing utility classes, then creates fixes that match your style. About 76% of Pixee's fixes get merged by developers, and they're designed to pass your CI pipeline.
How long does it take Pixee to resolve security issues?
Pixee resolves vulnerabilities in minutes, compared to the industry average of 252 days. Once it identifies an exploitable issue, it generates a context-aware fix and creates a pull request automatically. Your team just reviews and merges instead of spending hours writing fixes from scratch.
What's the difference between Pixee and generic AI coding assistants?
Generic AI tools give basic suggestions like 'use parameterized queries here.' Pixee analyzes your entire codebase and provides fixes using your existing classes—like 'use your SafeQueryBuilder class' if that's what your team already uses. It matches your coding conventions and architectural patterns instead of offering one-size-fits-all advice.
Is Pixee free to use?
Yes, Pixee offers a free plan. You can start using it without paying anything upfront.
What are Pixee's limitations?
Pixee handles the grunt work of fixing common vulnerabilities like SQL injection and XSS automatically. However, you'll still need human engineers for complex architectural security decisions and reviewing the fixes it generates. Think of it as handling the repetitive security fixes while your team focuses on harder problems.
Who should use Pixee?
It's built for enterprise development and security teams drowning in scanner alerts. If you're dealing with massive security backlogs, tons of false positives, or using AI-accelerated development workflows, Pixee can clear that noise. Over 5,200 security backlogs have been resolved using it.

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