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S1 · AI-Native QA & SDET · L3 APPLY

AI Test Automation Review

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.

$99 one-time · includes L0-L3 of S1 · AI-Native QA & SDET

Get L3 APPLY for $99 · our storeSee the whole series

Paid purchases: 7-day money-back guarantee and at least six updates a year for five years, as set out in the terms.

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). To claim it, email hello@nobrainer.tech with your receipt (how the credit works).

Need copies for colleagues? Each person gets their own copy; email hello@nobrainer.tech.

S1 · AI-Native QA & SDET L3 APPLY: AI Test Automation Review, product artwork

You walk away with

  • A test contract, an automation proposal, a validation checklist and a maintenance plan from one command, as JSON, Markdown and HTML.
  • A target register and policy rubric for picking stable, valuable targets before anyone generates test volume.
  • An ADR (architecture decision record) template to record why a test change was accepted or rejected, plus a RACI (responsible, accountable, consulted, informed) and a review checklist.
  • CI wiring examples for GitHub Actions, GitLab CI, pre-commit and make.
  • A worked booking-calendar example in English and Polish, a 146-page field guide and 43 automated tests.

What the workflow does

Select a valuable stable target, propose the smallest test change, validate its evidence, and assign maintenance ownership.

Bring

  • test objective
  • allowed code or test scope
  • quality and cost constraints

Leave with

  • test contract
  • automation proposal
  • validation checklist
  • maintenance plan

What is in the package

Includes L0-L3 of S1 · AI-Native QA & SDET: Failure Evidence Triage Workflow, Test Failure Triage Workflow, AI Application Evaluation and AI Test Automation Review.

You need: Node.js 22 and a terminal.

Each package is a working workflow with tested code, a runnable example, recovery steps and an HTML report, plus an English and Polish guidebook that explains the method. The workflow is the product; the guidebook supports it.

Prices are cumulative: each price covers that level and every level below it, so the catalog shows no sums or savings.

What the guidebook covers

  • evaluator prompt contracts and typed inputs
  • criterion-level evidence and deterministic normalization
  • provider-neutral adapters
  • self-healing test boundaries
  • metrics, cost and maintenance ownership

The guidebook extends the workflow with the reasoning and adaptation guidance. It is not evidence that a result has already run in your environment.

Use it safely

Use sanitized inputs inside a declared boundary and review every proposed action. The workflow stops when evidence, authority or an owner decision is missing.

The included code runs on your machine, makes no model calls and needs no AI tool. If you want an assistant to help draft the input, the onboarding guide shows how; you review the result before anything is acted on.

Next level

L4 SCALE, Enterprise AI Testing Operating Blueprint, turns these practices into an owned, observable path across teams, with gates and a staged rollout.

See L4 SCALE: Enterprise AI Testing Operating Blueprint · Open it in our store · See all five levels

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