Foundations
Build the first useful version on a real piece of work.
BUILD / OPERATOR
AI QA, Testing & Release
Use AI to expand testing capacity without confusing generated tests with evidence that the product works. Build risk-based acceptance, deterministic checks, real-browser verification, regression cases and a release gate that connects code quality to the user story.
Deep diveHands onProven in the Lab
AI-assisted development teams shipping frequent generated changesFounders who need a practical QA system before every release becomes manual chaosProduct engineers building CI and browser acceptance around real workflows
Advanced Pack
Turn it into a repeatable system with deeper implementation, reusable assets and harder operating decisions. Free during Early Access.
Final Lab
Test the capability in a practical scenario when you want another round.
YOU'LL LEAVE WITH
A result you can take back to real work.
A risk-based QA and release system combining deterministic tests, real dependency checks, browser acceptance, regression evidence and explicit release gates.
Build a test plan around one real product flow
Map failure risks, choose the right test layers, add a negative case and verify the real flow in a browser/runtime rather than equating unit tests with product acceptance.
Build a scalable release evidence system
Add integration/database testing, regression fixtures, browser automation, failure triage, CI gates, performance/accessibility checks and explicit release/rollback criteria.
WHAT ADVANCED ADDS
Take the method back to real work.
Advanced includes reusable artifacts, decision rules and implementation material designed to keep working after you close the Path.
Risk-to-Test Matrix
A mapping from user/business failure consequences to the cheapest test layer capable of catching each class reliably.
Acceptance Story template
A compact end-to-end scenario describing actor, preconditions, actions, authoritative state and expected visible result including negative paths.
Release Evidence Pack
A standardized record of commit, CI results, database/protocol checks, browser acceptance, known issues and release/rollback decision.
PATH MAP
Build the first version. Then make it operational.
Foundations takes you through the first useful result. Advanced adds the implementation depth, harder cases and operating discipline needed to reuse it.
- 01Choose the Flow Worth ProtectingFree
- 02Map What Can Actually Go WrongFree
- 03Choose the Cheapest Useful Test LayersFree
- 04Add a Real Negative CaseFree
- 05Verify the Flow in a BrowserFree
- 01Test Real Dependency BoundariesAdvanced
- 02Build the Regression SetAdvanced
- 03Automate Browser Acceptance CarefullyAdvanced
- 04Triage Failures by Product ImpactAdvanced
- 05Add Accessibility and Performance GatesAdvanced
- 06Run the Release GateAdvanced
Green CI, Broken Product
Every automated check passes, but a critical user flow still fails in the browser. Identify what the test strategy missed and redesign the release evidence without simply adding hundreds of brittle tests.
Complete Advanced, take on the scenario if you want to test the capability, and pass it to create a lightweight shareable record of the result.
How Lab Achievements work →BEGIN THE PATH
Start with a real result.
Sign in with email and work through Foundations for free. Complete Foundations and unlock Advanced free during Early Access.
Start Foundations free