QA Decision Maps: 100 Practical Thinking Tools
Download this visual field guide to make clearer testing decisions, explore quality risks, and strengthen your engineering judgement.
Resources & Publications
A curated collection of quality engineering references, AI learning materials, reusable prompt packs, handwritten notes, published books, and technical writing.
Downloadable Resources
Focused references designed for quick learning, confident revision, and practical use during real quality engineering work.
Download this visual field guide to make clearer testing decisions, explore quality risks, and strengthen your engineering judgement.
Download this complete reference to understand HTTP semantics, test APIs confidently, and quickly investigate unexpected responses.
Download this friendly introduction to learn the basics of AI through simple language, relatable examples, and easy explanations.
Download this concise guide to learn why AI evaluation matters and how testers help build safer, fairer, and more trustworthy AI systems.
A focused glossary for quickly learning, revisiting, and confidently using the language of modern Playwright automation.
Download this practical glossary to understand 1,000 essential terms across Playwright, browser automation, API testing, debugging, accessibility, CI/CD, and reliable framework design.
Reusable starting points for applying AI thoughtfully across modern quality engineering workflows.
Download 150+ ready-to-use prompts to support requirements, strategy, test design, automation, defects, releases, AI testing, and more.
Download 100+ structured QA skills to strengthen real project work across testing, automation, APIs, accessibility, performance, security, and AI.
Easy-to-revisit visual study notes that make important AI and evaluation concepts easier to remember.
Download these handwritten notes to learn what to measure, how to evaluate LLMs, RAG, agents, and AI systems, and what can go wrong.
Download this handwritten guide to build a clear foundation in the AI language every modern tester is likely to encounter.
Books & Publications
Long-form and visual resources available through Amazon Kindle and Topmate.
A practical exploration of the JavaScript runtime, execution model, and the internals that shape browser and Node.js behaviour.
A clear guide to reading AI benchmarks, understanding what they measure, and interpreting model scores responsibly.
A visual companion for quickly understanding benchmark categories, metrics, scores, and common interpretation mistakes.
Technical Writing
Artificial Intelligence · Quality Engineering
Playwright · Test Automation
Artificial Intelligence · Benchmarking
Product Engineering · Local-First