Know if your code is ready to ship before you merge.
Droplet automatically maps how your application works without executing it, finds missing test coverage, and gives you a clear release recommendation on every change.
$ droplet analyze git:checkout-api@8f42a1c
✓ code mapped zero-execution discovery
✓ quality graph built endpoints · models · workflows
✓ coverage analyzed gaps identified · tests planned
✓ release verdict issued explainable · auditable
One sentinel. The whole decision.
An evidence-first feature set built for release confidence
From the first candidate reference to the final audit export, every quality signal stays connected to the decision it influenced.
Simple 3-step process
How every change earns a verdict
Droplet separates evidence collection from decision authority. Three straightforward steps from code commit to release confidence—with zero manual test spreadsheets.
Connect your code safely
Link your GitHub or GitLab repository. Droplet maps your routes, endpoints, and workflows directly from code structure—without executing code or storing proprietary files.
Discover gaps and plan tests
Droplet builds an interactive Quality Graph of your application, highlights untested features and high-risk changes, and generates targeted test suites.
Ship with explainable confidence
Every pull request receives a clear SHIP or HOLD verdict with explicit confidence scores and verified evidence before merging into production.
Governance is a product feature
More than a test result. A defensible decision.
Droplet keeps authority independent, exceptions explicit, noisy policies self-limiting, and every release decision explainable after the moment has passed.
One truth, four useful views
Built for every decision-maker
The complete operator cockpit
Every capability, one click away
The showcase is the map. These are the live and explicitly labeled fixture-backed workspaces behind it.
Ready to make the decision explainable?
Start with a candidate, attach the quality evidence, and let the independent sentinel decide what can merge.