AI KNOWLEDGE · AGENTIC WORKFLOWS

Choose your path.
Make AI useful.

A practical portal for people who want to understand AI, build with it, evaluate it, secure it, or apply it to repeatable work.

Explore the five paths →Browse the workflow catalogue

Each product pairs a concrete agentic workflow with a PDF knowledge book. Think of the workflow as a shovel, not a black box: start with a usable path, see what to check, and decide what to adapt as your work changes. Check the product page for the current Seller Content and delivery evidence.

S1 · AI-NATIVE QA / SDET

Test Failure Triage Agentic Workflow

Illustrative workflow preview
Five-step test failure triage workflow from intake to a safe next action
01
Input

Failure + logs + expected behavior

02
Review

Facts + possible causes + missing evidence

03
Handoff

One next check + human review

Five practical paths

Start with the work you want to improve.

Choose a path to see the skills, exercises and concrete outcomes. Then open the workflow and knowledge book that match your next decision.

Path 1 · Specialist

AI-Native QA / SDET

Turn failures and test changes into evidence your team can review.

Open AI-Native QA path

Three ways in

Start with your work.

Choose Tester / QA, AI Engineer, or Work & Business. Each entry keeps the five series visible and routes to the smallest useful workflow.

Choose an audience entry →

The default path

From a failed test to a clear next step.

Bring the failure, expected behavior, and permitted evidence. Follow five guided stages to separate what happened from what still needs checking.

01Declare

Name the failed test, expected behavior, and scope.

02Collect

Bring together logs, environment details, and usable evidence.

03Separate

Keep observed facts apart from possible causes.

04Check

Expose missing evidence and choose one bounded next check.

05Handoff

Leave a review-ready decision with human control.

L1 workflow preview

Stop rebuilding the investigation.

For engineers facing recurring test failures who need a reviewable investigation, not another plausible guess.

  • Bring: the failed test, expected behavior, permitted logs, and environment details
  • Follow: guided triage with a visible TODO and review checkpoints
  • Keep: approved project context in a private local wiki for the next investigation
  • Leave with: observed facts, possible causes, missing evidence, and one bounded next check

Changes remain proposals until approved. Missing evidence stays visible; the process does not promise an automatic fix.

Knowledge layer

The knowledge book

The PDF extends the workflow with the decisions, boundaries and examples behind the method.

S1 Test Failure Triage Agentic Workflow knowledge book cover

Test Failure Triage Agentic Workflow

Failure taxonomies, evidence collection, review points, and the reasoning behind a safe handoff.

The mapped Seller Content row includes the agentic workflow ZIP and its PDF knowledge book. Buyer download proof remains separate.

Workflow series

Choose a concrete problem to solve.

All five series use the same clear ladder: choose the outcome, then the depth. Series 1 covers AI-Native QA, Series 2 covers AI Evaluation & Reliability, and Series 3 covers AI Security Testing; Series 4 and Series 5 extend the same model to AI engineering and practical business work. Each mapped product pairs an agentic workflow package with its PDF knowledge book; the product page states the included levels and current evidence.

Explore AI-Native QA · Explore AI evaluation · Explore AI security · Browse all workflow pages

Gumroad · discovery

L0 FREE + L1 START

Begin with a bounded result or the first complete workflow step. English presentation includes the Polish and English guidebooks.

Target map: 10 discovery offers · S1-S5

Sellf · owned catalogue

L0-L4 + complete paths

Choose deeper help at store.nobrainer.tech. L2, L3 and L4 continue the same series; L4 includes L0-L4 exactly once.

Owned-store target for all 25 levels

KDP · future reference edition

Long-form book + workflow route

Full ebooks may later appear as book-only, non-exclusive editions without KDP Select. A companion link points to Sellf; it does not grant workflow access automatically.

Publication and delivery remain owner-gated

How the ladder works: every card is labelled S{n}/L{n}, names the ladder L0 FREE → L1 START → L2 UNDERSTAND → L3 APPLY → L4 SCALE, shows what you receive and names the included levels. Gumroad is the short discovery route; Sellf is the full catalogue.

S1AI-Native QA / SDETAgentic workflow packages + knowledge booksPACKAGE ROWS
L0Failure Evidence Triage Agentic WorkflowL1Test Failure Triage Agentic WorkflowL2AI Application Evaluation Agentic WorkflowL3AI Test Automation Review Agentic WorkflowL4Enterprise AI Testing Operating Blueprint Agentic WorkflowFULLAI-Native QA Agentic Workflow Path
S2AI Evaluation & ReliabilityTest meaning, not identical wording.PACKAGE ROWS
L0LLM Failure Pattern Scan Agentic WorkflowL1Initial LLM Test Checklist Agentic WorkflowL2Non-Deterministic Evaluation Design Agentic WorkflowL3Production AI Evaluation System Agentic WorkflowL4Enterprise Evaluation Platform Blueprint Agentic WorkflowFULLNon-Deterministic Evaluation Agentic Workflow Path
S3AI Security TestingAuthorized checks with evidence boundaries.PACKAGE ROWS
L0Initial LLM Boundary Review Agentic WorkflowL1Authorized Prompt Injection Review Agentic WorkflowL2LLM Security Review Agentic WorkflowL3AI Security Test Implementation Agentic WorkflowL4Enterprise AI Security Framework Agentic WorkflowFULLAuthorized AI Security Agentic Workflow Path
S4AI Engineering & OrchestrationContext, tools, orchestration, evaluation and recovery.LOCAL PACKAGE CANDIDATE
L0Engineering Context MapL1Tool Boundary ReviewL2Orchestration RunbookL3Evaluated Delivery SystemL4Engineering Operations BlueprintFULL SERIESAI Engineering & Orchestration Workflow Path
S5AI for Work & BusinessResearch, documents and repeatable reviewed work.LOCAL PACKAGE CANDIDATE
L0Work Problem FramingL1Research Brief BuilderL2Knowledge to Decision WorkflowL3Repeatable Business ProcessL4Work Operating SystemFULL SERIESAI for Work & Business Workflow Path

One problem. One agentic workflow.

Open a product page to see the concrete job, package files, PDF knowledge coverage and current delivery evidence before checkout.

Browse workflow products →

FAQ

Questions, answered plainly.

What do I need to use a workflow?

Use an AI workspace your organization permits, with access to a model and the project files or evidence you are allowed to share. Follow the setup instructions for your chosen workflow. Model access and usage costs are separate; your environment determines privacy rules and available capabilities.

Will this work with my test stack?

The method can be adapted to Selenium, Cypress, Playwright, Appium, TestCafe, WebdriverIO, and other stacks that produce usable evidence. You still need to map inputs, permissions, and review gates; it is not a drop-in integration.

How is this different from a blank chat?

The workflow gives you a repeatable method for bringing the right logs, context, constraints, review points, and output shape to the job.

What is delivered today?

The mapped offers list the agentic workflow package with its PDF knowledge book. Seller Content and buyer access are separate evidence layers; the product page names the current channel and delivery state.

What if it is not a fit?

Try it for 7 days. Request a full refund and keep the downloaded package. Paid workflows include at least 6 updates a year for 5 years from purchase. Questions: hello@nobrainer.tech.

Start with the free foundation

Explore the public AI workflow foundation, then choose a path for engineering, evaluation, security, or practical business work. The maintained products add a concrete problem-solving workflow and a knowledge book that explains the decisions.

Get the free skills & workflow →

Sixth workflow · on demand

A workflow built around your work.

Tell us what takes too much time or keeps getting stuck. We will explore your needs, agree on the scope, and shape a workflow around your process, tools, and review points.

See the on-demand workflow

Discuss your workflow →

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