Five levels, one price each
Free, $19, $49, $99 and $149, each paid once in our store. Every level includes the ones before it, so you can stop where the job is done. L4 SCALE is the complete series.
Roadmap · S1 · AI-Native QA & SDET
From a red test to a handoff a developer can act on.
You get source-linked evidence, candidate explanations to test and one next check for a person to approve. Higher levels add criteria for judging AI features, a reviewed way to add AI-assisted tests and an owned testing path that several teams can follow.
Who it is for: QA engineers, SDETs and developers who own failing or flaky tests, and leads who now have to test AI features as well.
Buying with confidence
What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). How to claim it
Paid levels carry a 7-day money-back guarantee and at least six updates a year for five years, as set out in the terms.
Follow the five levels in order
Tick a level when you finish it. Progress is stored in this browser only; no account or email is needed.
L0Failure Evidence Triage WorkflowL0 FREE · Free
Turn one noisy test failure into a clear next step, and see which parts are facts and which are guesses.
Best for: Anyone with a fresh failing test who wants to think clearly before changing code or escalating.
Price: Free, no payment.
Get it free in our store Also on Gumroad Open Failure Evidence Triage Workflow product page
L1Test Failure Triage WorkflowL1 START · $19
Turn one failed test into a source-linked handoff: the evidence, the candidate explanations to test and one next check a developer can act on.
Best for: QA engineers and SDETs who hand failures to developers every week and want the same evidence standard each time.
Price: $19, paid once. Includes L0-L1.
7-day money-back guarantee. How the upgrade credit works
Get L1 START for $19 in our store Also on Gumroad Open Test Failure Triage Workflow product page
L2AI Application EvaluationL2 UNDERSTAND · $49
Replace 'does the answer feel right?' with criteria, cases and results the team can inspect.
Best for: QA leads and engineers who must judge an AI feature before release and need more than a demo to point to.
Price: $49, paid once. Includes L0-L2.
7-day money-back guarantee. How the upgrade credit works
Get L2 UNDERSTAND for $49 in our store Open AI Application Evaluation product page
L3AI Test Automation ReviewL3 APPLY · $99
Choose which tests are worth automating with AI help, propose the smallest change, and name who maintains it.
Best for: Test-automation engineers whose AI-assisted suite is growing and who want quality and cost to stay under human ownership.
Price: $99, paid once. Includes L0-L3.
7-day money-back guarantee. How the upgrade credit works
Get L3 APPLY for $99 in our store Open AI Test Automation Review product page
L4Enterprise AI Testing Operating BlueprintL4 SCALE · $149
Give several teams one owned, observable AI testing path, with gates and a rollout plan.
Best for: Technical leads and quality owners who need AI testing to have an owner, an escalation path and a recovery route across teams.
Price: $149, paid once. Includes L0-L4, the complete series.
Why L4: L4 SCALE is $50 more than L3 and adds the operating blueprint for running AI testing across teams; every level below it is included.
7-day money-back guarantee. How the upgrade credit works
Get L4 SCALE for $149 in our store Open Enterprise AI Testing Operating Blueprint product page
Compare before you choose
The workflows page shows all 25 workflows with sample reports, videos and the terms. Compare the levels of S1 · AI-Native QA & SDET, or see the other roadmaps.