Proof, not promises

Where AI writes, Verificate verifies.

Other tools count the GitHub repos they reviewed. Verificate runs everywhere AI produces code — in the agent loop, in your CI, in your chains, and over your data — and holds every change to ISO/IEC 5055. Breadth and depth, not a vanity counter.

5
surfaces
GitHub, agents, chains, terminals, data — not just PRs
3.5M+
graph edges kept clean
a live EAV knowledge substrate, continuously gated
0 → 6/6
benchmark
frontier self-review caught 0 of 6 planted defects; the Gate caught 6
4
ISO/IEC 5055 areas
security · reliability · performance efficiency · maintainability

Everywhere AI writes — not just pull requests

GitHub
merge gate on every pull request
AI agents
Claude Code · Cursor · Windsurf, in-loop via MCP
LangChain / LangGraph
veto gate for chain-written code
OpenClaw
trust layer on every answer + tool call
Knowledge graph
3.5M-edge EAV substrate kept clean

What makes it different

Verified fixes, not hopeful ones

Most tools apply a fix and trust that CI went green. A cheap auto-fix passing a weak test suite is not proof it didn't break something else. Verificate doesn't call it fixed until the change passes the same gate that caught it. The gate has rejected our own weak fixes — that's the point.

Catches what your suite passed

In a field study of top public repos, the Gate flagged a class of defect even in repositories already running Dependabot and CodeQL — including criticals those tools passed. The unique catch is AI-era failure: invented APIs, tests written to pass, placeholders dressed up as done. Linters and CI structurally cannot see these.

A real standard, not a vanity score

Every finding is mapped to one of the four ISO/IEC 5055 areas and aligned to ISO 25010. Not a proprietary “maintainability number” — a published international standard your auditors already recognise.

Real, responsible disclosures

The Gate has found previously-unknown vulnerabilities in widely-used AI tooling — bugs that shipped past every other tool and process — reported privately under coordinated disclosure. Specifics are published here as each fix ships.

Diagnose your own repository

Connect a repo and watch the diagnosis live — real findings, graded to ISO/IEC 5055, in under a minute.

Run a free diagnosis
Numbers here are real and grow as the platform is used. We will never inflate a counter — a class of software-quality proof deserves better than that.