How do you define a 'resolved' vulnerability?

A vulnerability is considered resolved when a Pixee-generated fix is merged into your codebase, or when our triage engine definitively classifies a finding as a false positive or unexploitable, removing it from your active backlog.

PixeeAIAn automated product security engineer that fixes vulnerabilities, hardens code, and squashes bugs to enhance software security.

4.5 (4)

Reviewed by Daniel Nikulshyn·Updated June 2026

Security DevSecOps Code Analysis Automation Developer Tools Bug Fixing AI Agent

Overview

PixeeAI is an automated product security engineer that helps enterprises strengthen software security by identifying and fixing vulnerabilities, eliminating false positives, and preventing future threats. It works by analyzing codebases, security policies, and architecture to determine the real attack surface, then generating fixes that are ready to merge and respect existing security rules and CI. By using PixeeAI, companies can clear backlogs, reduce noise, and enhance their overall security posture. PixeeAI's capabilities include deep codebase analysis, exploitability analysis, false positive elimination, threat modeling, and generation of fixes that are tailored to the specific needs of the development team. It can identify real risks, prioritize remediation, and provide evidence-based triage to ensure that only critical issues are addressed. PixeeAI also allows developers to work with the AI-generated fixes, respecting their conventions and security rules, and enabling them to prioritize and focus on the most critical security weaknesses. By automating the process of identifying and fixing vulnerabilities, PixeeAI can significantly reduce the complexity and time required to resolve security backlogs, enabling development teams to focus on shipping new features and delivering value to customers.

Key features

Deep codebase analysis
Exploitability analysis
False positive elimination
Threat modeling
Convention-aware fixes
Ready-to-merge PRs

Pricing

Model: Free
Category: Coding Library
Rating: 4.5 / 5 (4)

Use cases

Automated Vulnerability Remediation

Automatically detect and fix security vulnerabilities in codebases, reducing the manual workload on security and engineering teams.

Code Hardening for Production

Harden application code by applying security best practices and patches before deployment to minimize attack surface.

Bug Squashing in Development Pipelines

Integrate into development workflows to catch and resolve bugs early, improving overall software quality and reliability.

Continuous Security for Engineering Teams

Serve as an always-on product security engineer, providing ongoing protection and code improvements without requiring dedicated headcount.

Pros & Cons

Pros

Cuts scanner noise down to real, exploitable risk
Removes up to 98% of false positives
Generates fixes that are ready to merge
Respects existing security rules and CI
Provides evidence-based triage and personalized risk scores

Cons

May not catch all possible vulnerabilities
Requires integration with existing codebases and security policies
May generate fixes that are not always intuitive to developers

Battle record

Across 6 battles in the Pantheon.

1st

2nd

3rd

Last 5 battles

Reviews

4.5

Average from 4 ratings.

Robert Ainsworth

Mar 8, 2026

Use it every day

Honestly didn't expect to like it this much. The automation is exactly what I needed, and support is responsive. but I reach for it almost every day now and it just clicks.

Tariq Aziz

Jan 2, 2026

Compared a few options

Evaluated this against two competitors. Where it wins: the dashboard and support is responsive. Where it lags: the mobile experience lags. On balance the feature set — especially the core workflow — justifies the 4 stars for our use case.

Omar Haddad

Aug 15, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: the automation and support is responsive. On balance the feature set — especially the integrations — justifies the 5 stars for our use case.

Leila Hassan

Jun 27, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the automation, and the value for money is strong caught me off guard. The docs could be deeper is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Q&A

What is a "resolution"?

A resolution is each time Pixee completes an automated triage or fix action. Triage actions will deliver a full detailed analysis of a particular finding to provide evidence of false positive, true positive and/or exploitability. An automated fix action will results in a code diff generation that may be pushed to your SCM (e.g. Github, Gitlab, etc.)

Asked by Anya Sokolova · Aug 25, 2025

Do you support custom contracts?

Absolutely. For enterprise customers, we offer custom MSA and SLA terms to align with your procurement and legal requirements.

Asked by Valentina Marino · Aug 5, 2025

Can we deploy Pixee on-premise?

Yes. Our Enterprise plan includes options for self-hosted and air-gapped deployments to meet strict compliance and data sovereignty requirements.

Asked by Hosanna Marte · Jul 26, 2025

What happens if we have a massive backlog?

We offer backlog-specific onboarding packages designed to help you clear historical debt efficiently. Our platform prioritizes the most critical and fixable issues first, ensuring you get immediate value.

Asked by Kirsi Laine · Jul 12, 2025

Does pricing change if we add more developers?

No. Unlike seat-based models, our pricing is not tied to the number of developers in your organization. You can scale your engineering team freely without worrying about increasing your security tooling costs.

Asked by Damian Wysocki · Jun 28, 2025