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Ady Stokes

Freelance Consultant

He / Him

MoT Ambassador. Currently semi-retired and freelancing. I am, amongst other things, a writer, speaker, and accessibility advocate. Leeds Chapter Lead. MoT Certs curator and article editor for MoT and WonderProxy. Testing wisdom, friendly, testing songs and poems. Great minds think differently. STEC and SQEC Certified.

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May 2026

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AI, Betrayed: Developer Turns Prompt Injection into a Data Destruction Tool

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The only thing I'm consistent with is inconsistency.

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Hot, flaky, and unfinished - Testing, accessibility, and the grief we don't talk about - Ep 137

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Wins of the week 29 May

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Hot Take: Software development is inherantly discrimiatory

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AI and Engineering Management - what do you want to know?

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Community is the AI for Humans: Rahul Parwal on Navigating the AI Noise - Into the MoTaverse - Episode 19

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Community is the AI for Humans: Rahul Parwal on Navigating the AI Noise - Into the MoTaverse - Episode 19

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Hot, flaky, and unfinished - Testing, accessibility, and the grief we don't talk about - Ep 137

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Hot, flaky, and unfinished - Testing, accessibility, and the grief we don't talk about - Ep 137

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We ran our first accessibility conference!

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Hot take: It's easy to forget that done is better than perfect

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Hot take: if you're surprised by a product behaviour, you don't understand the system enough

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Hot Take: Software development is inherantly discrimiatory

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Depth and breadth in testing

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Functionality is just one 'ility we can test

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Testing saved my side hustle

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You enable me to LEVEL UP!

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Solirius Reply GAAD 2026 - Dev or No Dev: Decoding Accessible Development

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Solirius Reply GAAD 2026: Mind the Gap - Shifting left in accessibility

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Solirius Reply GAAD 2026 - The Accessibility Toolkit talk

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The quirky little bug that taught me a valuable testing lesson

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The quirky little bug that taught me a valuable testing lesson

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Disaster testing your recovery process

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New test team: 70% put test strategy as the most critical

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An introduction to Continuous Integration (CI) and Continuous Delivery (CD) pipelines for software testers

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New test team: 70% put test strategy as the most critical

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New test team: 70% put test strategy as the most critical

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What is software quality?

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Stepping out of my comfort zone

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New feature equals bugs in live

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The success message is a lie: A technical guide to debugging broken email integration

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The success message is a lie: A technical guide to debugging broken email integration

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AI Agents = New OS for Building, Testing & Shipping Software

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How clean code led to continuous cleaning - Ep 136

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The TRAPS Model for AI migrations

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Beyond test coverage: engineering trust in AI-powered systems

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Beyond test coverage: engineering trust in AI-powered systems

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MoT Leeds 24th September

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MoT Leeds 24th September

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MoT Leeds 30th of July

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Reframing an invitiation: Creating change, one invitation at a time

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Stop with cleaning code, first make it work!

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Its TWIQ TIME!!!

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Achievement unlocked: Get 5 developers to join This Week in Quality ⭐⭐⭐⭐⭐

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A11y North at Channel 4 for GAAD

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What's the simplest guardrail you've used that had the biggest impact?

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4 things for MotaCon 2026 - that could convince my boss

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Prevention is the highest form of testing: The value of zero bugs

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A11y North at Channel 4 for GAAD

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How would you define a guardrail?

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404 stars found

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Who are we designing software for?

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Accessibility, Assumptions and Arguments talk

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I googled my name - Rahul Parwal

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Following the trend....Unhinged Bio

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Throwback Wednesday: A year ago in the MoTaverse... (Berlin chapter edition)

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There must be a faster way to write test cases for long user flows and I prototyped it

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The AI in testing worry list

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What's your AI name?

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Click the button! Join the Stage!

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Looking forward to gaining energy from people who care so much about quality

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Quality thinking and the role of epistemology - Ep 135

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Decode the Buzzword: Why Harness Engineering Matters Now

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Did we accidentally walk into a mirror? 🪞

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Today in AI, I learned that ... the usage of AI can make dysfunctional organizations and processes even worse.

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Accessibility Quadrants for Browserstack Point

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"Testing is Applied Epistemology" by Rahul Parwal

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Accessibility Quadrants talk at BrowserStack Break Point Conference (email signing required)

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Ship with confidence: Agentic AI-Driven Quality with Rovo Dev and Xray

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🖖 22 years in 22 minutes - lessons learned and how they apply in the AI era

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AMA Epistemology Answer: The Perception of Truth

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The AI Quality Paradox

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Walk through the door, don't just open it

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Old man syndrome

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A guide to AI agents for testers

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AMA Epistemology Answer: Limits of Testing

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AMA Epistemology Answer: The Perception of Truth

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AMA Epistemology Answer: Definition Shifting

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Tests passed yet the startup failed

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Tests passed yet the startup failed

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🖖 Context engineering for testers

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The Shadow Spec: When a bug becomes canon

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Old man syndrome

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The results are in! Test Atelier AI industry analysis.

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Testing AI based systems

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What happens if you let AI write your test strategy?

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What happens if you let AI write your test strategy?

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Testing AI based systems

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What happens if you let AI write your test strategy?

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Too much vibe not enough quality wins - Ep 134

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Leveraging AI in a shift left environment

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Disaster testing your recovery process

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Test automation isn’t that hard: Leeds Atelier

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Leveraging AI in a shift left environment

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Today I learned..

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Test automation isn’t that hard: Leeds Atelier

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Leeds Testing Atelier underway

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Leeds Atelier day has arrived

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3,000 Community Stars

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Too much vibe not enough quality wins - Ep 134

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Too much vibe not enough quality wins - Ep 134

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Leading quality in a large team

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I think, therefore I test: the importance of thinking for testers

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Quality people are truth tellers

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Too much vibe not enough quality wins - Ep 134

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Too much vibe not enough quality wins - Ep 134

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Too much vibe not enough quality wins - Ep 134

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MoT Mentoring Session with Ramya

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🖖 Can we actually co-own quality?

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Too much vibe not enough quality wins - Ep 134

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