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Projects fail in discovery, not in code.

Quality engineering for AI features, written for the people who have to prove it works: QA leads, business analysts and delivery leaders. Mechanisms, evidence and methods you can run this week.

Start with a learning path

Curated routes through the library — follow one start to finish, or dip in where you need.

Start here

New to quality and delivery? Begin with the vocabulary and the why.

5 articles

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Software testing foundations

Design tests that catch real bugs.

27 articles

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AI in quality & delivery

Use AI in delivery — and evaluate it honestly.

57 articles

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Project delivery & change

Ship change without breaking trust.

28 articles

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Automation & process improvement

Remove the repetitive work — without new debt.

30 articles

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AI governance & responsible AI

Ship AI you can stand behind.

23 articles

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Free downloads

Working checklists and scoring workbooks you can use this week. Free; the newsletter is optional.

AI Failure Mode Register

16 ways AI-generated code fails, the question to ask for each, and the control that catches it.

Checklist, scoring sheet and workbook

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Agent Failure Mode Catalogue

18 ways AI agents fail once they can act, a test for each, and the bar for promoting an action.

Checklist, scoring sheet and workbook

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Find what you need

Four ways in, depending on what you're here to do.

Learn

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Read

Browse 450+ practical articles.

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Use

Templates and checklists.

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Govern

Ship AI responsibly.

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Templates & tools

Practical resources to put the ideas to work.

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Quality management checklist

A 45-point checklist across 7 categories.

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Test strategy one-pager

Align a whole QA team on a single page.

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AI feature governance checklist

Bias, transparency, consent, and audit in one review.

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AI failure-mode register

How AI features fail, how to test for each failure, and who owns the risk.

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