Shift-left security
without slowing the pipeline.
Every finding is reproduced before it reaches your queue — paste-and-run repro steps, auto-fix PRs, and CI that stays green for the right reasons.
CI/CD integration
Plug KAOS into the pipeline you already run. No new dashboards, no new build agents.
GitHub Actions
Drop-in workflow that scans on PR, blocks merges on critical, and posts PoC comments inline.
GitLab CI
Native pipeline component. SAST + DAST + KAOS PoC validation in a single job.
Jenkins
Pre-built shared library. Run scans on tag, deploy, or schedule with full artifact archival.
API-first
Every platform feature exposed via REST + webhooks. Build your own gates, dashboards, or bots.
Built for developer trust
PoC-validated only
Every finding includes reproduction steps you can run in your terminal. No more 'might be exploitable' tickets.
Native Jira & Linear
Auto-created issues land in the right project, sprint, and component — with severity-based priority.
SARIF everywhere
Findings stream into GitHub Advanced Security, Azure DevOps, or any aggregator that speaks SARIF 2.1.0.
Auto-fix suggestions
AI-generated patch diffs for common classes (XSS, SQLi, SSRF, IDOR). Open the PR with one click.
What a finding actually looks like
Not “potential SQL injection detected.” A ticket you can act on without a security team translating it.
TITLE Unauthenticated SQL injection in POST /api/users/search
SEVERITY Critical (CVSS 9.4) · MITRE T1190
REPRODUCE curl -X POST .../api/users/search -d 'q=1" OR "1"="1'
EVIDENCE Full HTTP request/response pair + extracted row count
FIX Parameterized query — code-level guidance for your stack
RETEST Mark fixed and KAI re-runs the exact exploit to verify
See a complete anonymized report on the Proof of Exploitation page.
Language coverage
First-class static and dynamic analysis across the modern stack.
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