Two MoTacon attendees are on the left. The MoTaacon logo is in the center, and to the right a prompt to Get Your Ticket.

Observatory Weekly: AI;DR. Bill Gate's five AI questions, W3C Accessibility Guidelines, and more!

What the MoTaverse has been sharing this week

Observatory Weekly: AI;DR. Bill Gate's five AI questions, W3C Accessibility Guidelines, and more! image

In The Observatory, the MoTaverse community shows up to share links they are reading all the time.

The value is not only in the links shared in the moment, but also in the accumulation of links that become searchable knowledge over time.

There are currently 2946 searchable links.


Manual test management, done right

Cases, runs, evidence, requirements, and releases in one AI-powered platform for authoring, execution, and automation.


🎉 Featured link of the week:

AI;DR (AI; Didn’t Read) — Rick Manelius

I'm about as pro-AI as you can be, but this is becoming a pet peeve of mine (and I'm not alone). That's why I love the AI;DR acronym as my new solution for ignoring the walls of slop.


10 links from the Observatory this week:

Anthropic blocks possible attempt to use AI to make biological weapons — BBC

Anthropic says it has identified and disrupted attempts to use its AI model for "malicious activity" which could support the development of biological weapons.


Automation-First QA Is a Mindset Shift, Not a Framework — DV Engineering

Imagine cutting test creation time by 40–50%, accelerating release readiness and shipping with confidence before code even merges.


Quality People: Rahul Parwal on Filtering the Noise in Testing's AI Moment — Katalon

A conversation with Rahul Parwal, Test Specialist at ifm engineering and AI Chapter lead at Ministry of Testing, on why the loudest problem in software testing right now is not AI, it is noise.


Practices I Abandoned with Agents: An Ode to Test-Driven Development — Adam Tornhill

After 25 years with TDD, we are now parting ways. The incremental TDD steps were great for human cognition, but didn't survive the transition to agentic coding.


Five questions about AI—and my answers — Bill Gates

In a recent memo, I laid out some initial thoughts on things the world must do to maximize the good of AI and minimize the bad. This is a critical conversation to be having, and I’m going to keep engaging in it. You can read the full memo on Gates Notes now. https://gatesnot.es/3SqMTfK


W3C Accessibility Guidelines 3.0 working draft — w3.org

W3C Accessibility Guidelines (WCAG) 3.0 will provide a wide range of recommendations for making web content more accessible to users with disabilities. Following these guidelines will address many of the needs of users with blindness, low vision and other vision impairments; deafness and hearing loss; limited movement and dexterity; speech disabilities; sensory disorders; cognitive and learning disabilities; and combinations of any of these disabilities. T


How to test file uploads — Hanisha Arora | WonderProxy

File uploads look like one of the easiest things to test. It’s as simple as selecting a file. Click upload. Check whether it appears. Move on. Simple right? Maybe not. 


Recognizing Women Who Shape Testing Community — ACCELQ

On International Tester’s Day, we’re celebrating the women who are shaping the software testing industry and strengthening the testing community.


Matt Pocock's AI Agent Claude Skills — GitHub

Skills for Real Engineers. Straight from my .agents directory.


Embracing the Code Review Bottleneck — Fred Hebert

Faced with an endless stream of AI-generated code reviews, our team made the counterintuitive choice to lean into the bottleneck rather than reduce it. Surprisingly, velocity held up, knowledge sharing improved, and we developed a collective system ownership that stuck.

 

Explore all Observatory links…


Your Testing Tools Leave Them NO CHOICE

ACCELQ builds tests in plain English, no code, cuts maintenance 70%. Book a demo to see it across your entire stack!

Rosie Sherry profile image
Rosie Sherry
CEO & Founder at Ministry of Testing
She/Her

I've been working in the software testing and quality engineering space since the year 2000 whilst also combining it with my love for education and community. It turns out quality, community and education go nicely hand in hand.

🎓 MoT-STEC qualified

Open To
Speak
Meet at MoTaCon 2026
Write
Mentor
CV Reviews
Podcasting
Teach
Team Account Member
MoTaverse Team
Attending MoTaCon 🤝
Chapter Lead
Katalon builds the tooling for the parts of testing that take your week: writing the tests, keeping them alive when the UI moves, and getting a straight answer out of the results.

Katalon True Platform covers web, mobile, API, and desktop. Katalon Studio is the authoring IDE, with three ways to build a test: agent mode, no code, and full code. Self-healing locators keep runs going when the UI shifts. TestOps handles planning, coverage, and release gating on one shared report. TrueTest looks at how real users move through your product and shows where your coverage is missing.

We are testers talking to testers. If you would rather talk shop than read a pitch, the Katalon Community forum is the place: https://forum.katalon.com/
ACCELQ is an Agentic AI-powered, codeless continuous testing platform for web, mobile, API, database, and packaged applications, including Salesforce, SAP, Oracle, Workday, and ServiceNow. 

ACCELQ Autopilot uses a coordinated system of AI agents to discover applications, generate tests, execute them, analyze failures, heal test suites, and rerun tests with minimal human direction. Unlike AI-assisted testing tools that still require users to design test flows and apply fixes manually, ACCELQ enables autonomous testing across the lifecycle. Testers can create automation using plain English. If you can describe a test in a sentence, you can build it without writing code. This makes automation accessible to manual testers while helping experienced automation teams scale coverage faster.

Self-healing locators and Anchor Elements adapt to application changes, reducing flaky tests and ongoing maintenance effort. ACCELQ supports unified testing across UI, API, mobile, database, and enterprise application layers, helping teams manage end-to-end quality within a single platform. It is designed for continuous delivery environments where speed, maintainability, and reliable coverage are critical.

ACCELQ was named a Leader in The Forrester Wave: Autonomous Testing Platforms, Q4 2025, receiving the highest Current Offering score and the evaluation’s only Customer Favorite recognition. ACCELQ also holds a 4.8 out of 5 rating on G2 and received an AI Breakthrough Award in 2025. According to ACCELQ customer benchmark data from 2025, teams report 7.5x faster automation development, 72% lower test maintenance effort, and a 53% reduction in testing costs compared with scripted tools.



Comments
Sign in to comment
Subscribe to our newsletter
Explore MoT
Orchestrating Functional Quality at AI Speed image
See how agentic testing workflows help teams deliver faster without sacrificing quality.
MoT Software Testing Essentials Certificate image
Boost your career in software testing with the MoT Software Testing Essentials Certificate. Learn essential skills, from basic testing techniques to advanced risk analysis, crafted by industry experts.
This Week in Quality image
Debrief the week in Quality via a community radio show hosted by Simon Tomes and members of the community
Subscribe to our newsletter