Classify failures
Classify failures during a run, control CI gating, and route failures into
AI test maintenance.
AI actions
Write bounded goals, split flows at checkpoints, and verify their outcomes.
Authentication
Choosing a strategy, email OTP, SMS OTP, magic links, TOTP, cached sessions,
Vercel previews.
Page interactions
Upload/download files, dropdowns, record and validate network requests.
Test data & variants
Generate fake data inline and run tests against CSV input rows.
Visual testing
Store visual diff snapshots in the repo alongside tests.
Reporting
Export JSON reports, JUnit outputs, and self-hosted run results.
Common setups
Pull request checks, regression passes, and deploy gates.
Use cases
Complete recipes: PR gates, preview smoke tests, nightly suites, SSO apps,
third-party monitors.
Frameworks
Setup guides for Next.js on Vercel, Expo, React Native, and Flutter.
Migrate to Momentic
Move a suite from Playwright, Cypress, Selenium, or Maestro, and keep your
tests portable.
Explore with Mo
Run QA sessions against a preview or user flow and review the reported bugs.
Upgrading
Version upgrades, format migrations, and the cloud deprecation path.