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Pixee
Agentic AppSec — proves which scanner findings are exploitable, then ships fixes developers merge
0Visit Pixee
https://www.pixee.ai
About Pixee
Pixee is an agentic application-security platform aimed at the gap AI coding created: generation got faster, security review stayed manual, and the backlog widened every sprint. It runs two loops. The reactive one, VulnOps, takes existing scanner output from SAST and SCA tools, traces real execution paths through the codebase to prove whether a finding is actually exploitable, discards what is not, and then writes fixes as pull requests your developers review and merge. The vendor claims up to 98% false-positive elimination and a 76% merge rate on generated fixes, with over 5,200 backlogs cleared. The proactive loop, Foresight, moves left of the code entirely and reviews designs for risk before anything is generated. What distinguishes the fix quality claim is context: the site contrasts generic AI advice ('use a parameterized query') against Pixee proposing your own existing SafeQueryBuilder class, because it has read the codebase, the security policies and the architecture rather than just the diff. Integrations cover GitHub and GitLab, with air-gapped and self-hosted deployment options, custom security policies, compliance audit trails and reachability analysis. The commercial model is the unusual part and the vendor makes an argument of it — traditional tools profit when your backlog grows, so Pixee charges per vulnerability resolved rather than per developer seat, with unlimited developers included. It won a 2026 DEVIES Award for AppSecOps.
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Key Features
Pixee Pros & Cons
✅ Pros
- +Pricing is aligned against the vendor's own backlog growth, unlike seat licences
- +Fixes reference your existing helper classes rather than generic textbook patterns
- +Self-hosted and air-gapped options make it viable for regulated environments
⚠️ Cons
- −No public price list, so budgeting requires a sales conversation
- −Requires existing SAST/SCA tooling to feed it findings
- −Outcome-based billing is unpredictable if your scanner is noisy
Tags
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