Quality intelligence
See documentation and test gaps before they ship.
QATron is a code-first view of your repository: deterministic extraction of HTTP surfaces, service actions, routes, and database-related signals—matched to docs and tests with evidence-backed findings.
Heuristic and reviewable by design—not a black-box “AI reviewer.”
Built for backend and product repos
Manual, on-demand runs produce prioritized findings you can trace to concrete code and documentation excerpts—so teams fix the right gaps first.
Anchored findings
Findings tie to behavior anchors (for example HTTP endpoints and service actions) with explicit evidence and recommended next steps.
Docs and drift
Documentation coverage and status drift use structured signals from markdown and code—not free-form guesses about intent.
Subsystem lens
Surfaces roll up into subsystems for risk-style prioritization alongside repo-level diagnostics where configured.
How it works
- 1Connect sources
Point QATron at a repository and configure access from the app.
- 2Run analysis
A deterministic pass extracts surfaces, doc claims, and test scenarios, then matches them.
- 3Review findings
Triage in the cockpit by severity, area, and run—each item should carry admissible evidence.
- 4Ship with confidence
Close documentation gaps and align tests without pretending we fully “understand” every branch.
What we lean on
Boring signals first: structure, naming, markdown sections, imports, and explicit excerpts. Deep semantic understanding of arbitrary code is out of scope for the product stance.
- HTTP endpoints & service actions
- Frontend routes & page surfaces (heuristic)
- SQL RPCs, migrations, RLS-style policies (where present)
- Repo configuration and topology checks
Ready to run a pass on your repo?
Sign in when your workspace has Google OAuth enabled, then open the app.