Pixee
UnclaimedAutonomous AppSec platform that eliminates security backlogs with context-aware, developer-accepted fixes.
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TL;DR - Pixee
- Automates vulnerability resolution by generating context-aware, developer-accepted fixes.
- Eliminates up to 98% of false positives through exploitability analysis.
- Integrates with existing scanners and developer workflows to clear security backlogs and accelerate remediation.
Pricing: Paid only
Best for: Enterprises & pros
Pros & Cons
Pros
- Significantly reduces security backlogs and attack surface at scale.
- Frees AppSec teams from manual triage, allowing focus on strategic work.
- Accelerates developer velocity by providing production-ready fixes that require minimal review.
- Ensures security fixes align with team conventions and policies, increasing merge rates.
- Effectively handles vulnerabilities introduced by AI-generated code.
Cons
- Requires integration into existing development and security workflows, which may involve initial setup.
- The effectiveness relies on the platform's ability to accurately mimic team expertise and conventions.
Key Features
Deep codebase analysis and architecture mappingSecurity policy integrationExecution path tracing for exploitability analysis98% false positive eliminationEvidence-based triage and personalized risk scoresConvention-aware fix generationReady-to-merge Pull Requests (PRs)Security rule compliance enforcement
Pricing Plans
Outcome-based pricing model
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- Pay for problems solved, not developer count
- Calculated based off annual SCANNER FINDINGS (SAST+SCA)
- Unlimited developers
- Automated Triage Engine
- Fix Generation (SAST & SCA)
- GitHub & GitLab Integration
- Standard Support
- Air-gapped & Self-hosted Options
- Custom Security Policies
- Compliance Audit Trails
- Advanced Reachability Analysis
- SLA & Custom Contracts
For MSSPs
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- Mass remediation as a service
- Custom integrations designed for your tooling
- White-labeled
- Natively integrated into your scanner(s)
About Pixee
By Toolradar Team·
Pixee is an Agentic AppSec Platform designed for enterprises to autonomously resolve software vulnerabilities. It addresses the growing challenge of security backlogs, which are exacerbated by the speed of AI-accelerated development and the high volume of false positives from traditional scanners. Pixee acts as an autonomous product security engineer by deeply understanding a codebase, security policies, and architecture to identify actual attack surfaces and prove exploitability.
The platform then generates context-aware fixes that align with a team's coding conventions and security rules, delivering them as ready-to-merge pull requests. This process significantly reduces false positives, automates remediation across thousands of repositories, and integrates seamlessly into existing CI/CD pipelines and developer workflows. Pixee aims to free up AppSec teams for strategic work and enable developers to ship AI-generated code safely by turning security research into quick code reviews.
How we evaluate tools →Source: pixee.ai
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Pixee FAQ
How does Pixee achieve a 98% reduction in false positives compared to traditional scanners?
Pixee achieves this by performing deep codebase analysis, security policy integration, and execution path tracing. It identifies what is actually vulnerable by proving exploitability through real execution paths, effectively filtering out findings that are not reachable or exploitable in a specific environment before generating any fixes.
What specific criteria does Pixee use to ensure generated fixes are accepted by developers and match their conventions?
Pixee generates fixes that are convention-aware, respect existing security rules, and pass CI before opening a PR. It learns from a team's coding conventions, ingests their policies, and incorporates human-driven reinforcement learning to ensure the generated code matches the team's style and preferences, making them appear as if the developers themselves wrote them.
Can Pixee manage vulnerability remediation across a large, distributed microservices architecture with thousands of repositories?
Yes, Pixee is designed for multi-repository orchestration, allowing enterprises to manage remediation across thousands of repositories from a single dashboard. This eliminates the need for manual coordination across different teams or microservices, streamlining the security process at scale.
How does Pixee address the security challenges introduced by the increasing use of AI code generation tools like Copilot or Cursor?
Pixee directly addresses this by filtering out AI-generated noise and fixing vulnerabilities as fast as AI writes them. It provides automated triage for AI-generated code, ensuring that only real vulnerabilities are prioritized, and delivers production-ready fixes that integrate into the developer's native workflow, allowing safe adoption of AI coding assistants.
What is the process for Pixee to 'learn' from my team's expertise and conventions?
Pixee continuously learns from every action taken within the platform. It ingests your coding conventions and security policies, and incorporates feedback provided in natural language. This human-driven reinforcement learning allows the platform to adapt and perfectly mimic your team's expertise, conventions, preferences, and risk posture over time.
What level of deployment flexibility does Pixee offer for organizations with strict data sovereignty or air-gapped environment requirements?
Pixee offers significant deployment flexibility, supporting self-hosted options for organizations requiring data sovereignty and air-gapped deployments for regulated industries. For speed and convenience, it also provides a cloud SaaS option, allowing enterprises to choose the deployment model that best fits their operational and compliance needs.
Source: pixee.ai