Pixee
Scanner-agnostic automated remediation — context-aware security fixes delivered as merge-ready pull requests.
About
Pixee closes the loop that scanners leave open: it ingests findings from 12+ native scanner integrations and 50+ SARIF sources, then generates fixes as pull requests that match your repo's conventions, frameworks, and coding patterns. Its hybrid engine pairs 120+ deterministic codemods (zero hallucination risk for known patterns) with AI MagicMods for novel vulnerabilities, and every fix passes a Fix Evaluation Agent that runs tests and style checks before a developer ever sees it. Pixee reports a 76% production merge rate across 100,000+ enterprise PRs (2024–2025) — fixes merged without modification within 72 hours. It deploys in cloud, self-hosted, or air-gapped modes with per-repository pricing.
The honest picture: the 76% merge rate is vendor-measured on customer deployments, not an independent benchmark — run a 2–4 week POC on your own repos. Pixee deliberately does not scan; you still need detection tooling. Pricing is per-repository, which can add up for orgs with thousands of repos, and as a newer vendor it lacks the G2 track record of incumbents.
What it can do
- Scanner-agnostic remediation across 12+ native and 50+ SARIF sources
- 120+ deterministic codemods plus AI MagicMods for novel issues
- Fix Evaluation Agent validates tests, builds, and style pre-PR
- Up to 95% false-positive reduction via three-tier triage
- Cloud, self-hosted, and air-gapped deployment options
Setup
Connect Pixee to your source control (1–2 hour setup per their docs), point it at your existing scanners' SARIF output, and fixes start arriving as pull requests.
Prerequisites
Existing SAST/SCA scanners producing findings; GitHub/GitLab/Bitbucket access.
Use cases
Works with
Trust score — 7/10
Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 53; Trending score 70/100 from researcher assessment.