Python framework and AgentOS runtime for building agents, teams and workflows, then serving them as an API with a control plane.

Pixee
Security tool that triages scanner findings for exploitability and opens merge-ready pull requests with fixes for the real vulnerabilities.
What is Pixee?
Pixee is an automated vulnerability triage and remediation platform that sits downstream of your existing scanners. It ingests SAST, SCA, DAST and secrets findings, uses reachability and exploitability analysis to decide whether each one is a true positive, false positive or won't-fix, and attaches a written justification with code evidence. For confirmed issues it opens a pull request on GitHub, GitLab, Bitbucket or Azure DevOps, so developers review the fix in their normal workflow. The platform also offers Exploit Chains, which show how medium-severity findings combine into an attack path, a living threat model that tracks drift from a design, and a harness that lets coding agents use Pixee's verdicts and patches. It works with scanners such as CodeQL, Semgrep, Checkmarx, Veracode, Snyk Code and SonarQube. Security teams, developers and CISOs at larger organizations use it to clear backlogs. Pricing is outcome-based, tied to vulnerabilities resolved rather than seats, and the pricing page publishes no fixed plan prices.
Use cases
- Triage SAST and SCA findings
- Auto-fix vulnerabilities in pull requests
- Clear large security backlogs
- Cut false positives from scanners
- Generate audit evidence for compliance
- Map exploit chains across findings
- Deploy remediation in air-gapped environments
Who it's for
Why use Pixee
- Developers review a proposed fix and its evidence instead of researching each scanner ticket from scratch.
- Pricing follows resolutions rather than developer seats, so growing the engineering team does not raise the cost.
- It works with the scanners you already run, so there is no need to replace SAST, SCA or DAST tools.
- Fixes arrive as standard pull requests that go through your existing review, CI and branch protection rules.
- Self-hosted and air-gapped options, plus audit trails, suit regulated environments.
Pixee features
- Automated triage with a structured justification per finding
- Reachability and exploitability analysis
- Fix generation for SAST and SCA findings
- Merge-ready pull requests with vulnerability context
- Exploit Chains across SAST and SCA
- Living threat model with design review and drift detection
- Context Graph that applies team conventions to fixes
- Scanner-agnostic ingestion, including any SARIF-producing scanner
- Self-hosted and air-gapped deployment
- Audit logs and compliance audit trails
- Security harness for coding agents
Pixee integrations
How to get started with Pixee
- Connect your source control platform by installing the GitHub App or using an access token for GitLab, Bitbucket or Azure DevOps.
- Connect at least one scanner, either natively or by uploading SARIF results as a CI step.
- Pixee ingests the findings, then marks each as won't-fix, a false positive or a true positive and gives its reasoning.
- For confirmed vulnerabilities, Pixee opens a pull request with the fix, context and quality scores.
- Your developers review, modify, merge or close the pull request in their normal workflow.
Pixee limitations
- Pixee is not a scanner and needs at least one connected scanner to produce results
- Pricing is outcome-based and is not published as fixed plan prices
- Large backlogs are processed in batches, over days, with Critical and High findings first
- Features such as air-gapped deployment, audit logs and advanced reachability are listed under the enterprise offering
Pixee pricing
Pixee is sold on custom quotes, so its prices aren't published.
Prices can change and may vary by country or exclude tax. Check the official pricing page.
Pixee alternatives
The main Pixee alternatives listed on Debuly are Semgrep, Checkmarx, Veracode, deepsec, GitHub MCP Server and Bernstein. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| Pixee | Contact sales | — | Web, GitHub App, Self-hosted |
| Bernstein | Open source | — | CLI, Self-hosted |
| Checkmarx | Contact sales | $25/mo | Web, API, Self-hosted, VS Code |
| deepsec | Open source | — | CLI, Self-hosted |
| GitHub MCP Server | Open source | — | API, CLI, Self-hosted, Web |
| Semgrep | Freemium | $15/mo | Web, VS Code, JetBrains, API |
| Veracode | Contact sales | — | Web, API, CLI |

Bernstein
Open-source Python orchestrator that runs CLI coding agents in parallel git worktrees, with a tamper-evident audit log.
Open sourceVisit Bernstein (official site)
Checkmarx
Application security platform that scans code, open-source packages, APIs and containers, with AI agents for triage and fixes.
Contact salesVisit Checkmarx (official site)
deepsec
Open-source security review harness from Vercel that sends coding agents through a repository to find and re-check vulnerabilities.
Open sourceVisit deepsec (official site)
GitHub MCP Server
GitHub's official MCP server that lets AI assistants read repos, manage issues and pull requests, and watch Actions runs in plain language.
Open sourceVisit GitHub MCP Server (official site)Semgrep
Application security platform for static analysis, supply chain and secrets scanning, with AI-assisted triage and fixes for developers and coding agents.
FreemiumVisit Semgrep (official site)
Veracode
Application security platform for static, dynamic and open-source scanning, supply chain protection and AI-assisted fixes.
Contact salesVisit Veracode (official site)
Pixee FAQ
How much does Pixee cost?
The pricing page does not publish plan prices. Pixee prices by resolution, meaning each automated triage or fix action, instead of by developer seat, and enterprise terms such as custom MSA and SLA are available.
Is there a free plan for Pixee?
No free plan or free trial is listed. Contact Pixee for pricing, which is based on your annual scanner findings.
What plans does Pixee have?
No named tiers or prices are shown. The pricing page describes an outcome-based model, an enterprise offering with self-hosted and air-gapped options, and a program for MSSPs and partners.
Who is Pixee for?
It is aimed at security teams, developers and CISOs who have large scanner backlogs, as well as MSSPs that want to offer remediation as a service.
Does Pixee integrate with scanners and source control?
Yes. It supports GitHub, GitLab, Bitbucket and Azure DevOps, and scanners including CodeQL, Semgrep, Checkmarx, Veracode, Snyk Code and SonarQube, plus any scanner that produces SARIF.
Can Pixee run on-premise?
Yes. The Enterprise plan includes self-hosted and air-gapped deployment, and the pricing page says the majority of Pixee customers use self-hosted deployments.
What are alternatives to Pixee?
Alternatives include Snyk, GitHub Copilot Autofix, Mobb, Dependabot, Semgrep Assistant and Aikido, which also help prioritize or fix vulnerabilities.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
| Source | Type | Accessed |
|---|---|---|
| pixee.ai/ | official | |
| pixee.ai/pricing | pricing | |
| pixee.ai/platform | official | |
| docs.pixee.ai/ | docs | |
| pixee.ai/enterprise-compliance-automation | official |
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