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QE Resources.

Practical guides, frameworks, and templates from 22+ years building quality engineering at enterprise scale. Free to download.

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Available downloads

PDF Guide

Prompt Engineering for Quality Engineering

A practical guide to writing effective prompts for QA workflows—test case generation, failure analysis, exploratory testing, BDD scenarios, and AI-assisted code review. Built from real production use.

PDF — Free

AI Testing Prompt Engineering LLMs QA
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PDF + Excel

QE Maturity Assessment

Score your quality engineering organisation across 5 dimensions and 25 criteria. Includes an interactive Excel scorecard with radar chart and a prioritised improvement roadmap.

PDF + Excel — Free

QE Maturity Strategy Leadership Scorecard
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PDF + Excel

QA Transformation Roadmap

A complete 90/180/360-day execution playbook to transform quality engineering. Covers automation infrastructure, DORA metrics, shift-left practices, SLO enforcement, team capability building, and continuous quality culture.

PDF + Excel — Free

QA Transformation Roadmap Leadership DORA Metrics
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Open Source

QA AI Toolkit

12 installable QA objectives for AI coding tools — skills, agents, and MCP servers covering Playwright E2E, flaky test triage, contract testing, LLM evals, and more. One command installs into Claude Code, Cursor, or Windsurf.

npm CLI — MIT — Free

AI Agents Skills MCP Playwright
Browse the Toolkit →

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