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Shadow AI: When Employees Use AI Without Anyone Knowing
Today, just as in the past, many people quickly close their browser tabs the moment someone walks through the door. It used to be football scores, movie news or office…
Perspectives on quality, AI, and testing.
CT View is our writing room around quality topics. You will find articles on test strategies, AI-supported quality assurance, agile transformation, and everything that keeps us busy in our QA day-to-day.
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Currently in CT View.
Shadow AI: When Employees Use AI Without Anyone Knowing
Today, just as in the past, many people quickly close their browser tabs the moment someone walks through the door.…
Read article →Can AI test itself? A look into the future of automation
Over the last two years, AI-powered test tools have taken a leap that goes beyond a tooling question. The QA…
Read article →Claude Design: what Anthropic’s new design tool can do, and where the limits sit
On 17 April 2026, Anthropic launched Claude Design, the first product from the Anthropic Labs programme. As a research preview,…
Read article →Taking the fear out of AI: clarity through transparency
When AI comes up in client work, I usually meet two basic stances: enthusiasm and reservation. The cautious voices get…
Read article →Claude Opus 4.7: adaptive thinking, task budgets and /ultrareview
After the Desktop redesign, Anthropic released Claude Opus 4.7 today, the new flagship model. What changed in practice? https://www.anthropic.com/news/claude-opus-4-7 A…
Read article →Claude Code Desktop: from CLI to a visual development environment
A desktop app for Claude Code has been around for a while. But anyone serious about it stayed in CLI…
Read article →What is on your mind right now?
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Archive
All articles by month.
April 2026
6 articles
Can AI test itself? A look into the future of automation
Over the last two years, AI-powered test tools have taken a leap that goes beyond a tooling question. The QA…
Read article →Claude Design: what Anthropic’s new design tool can do, and where the limits sit
On 17 April 2026, Anthropic launched Claude Design, the first product from the Anthropic Labs programme. As a research preview,…
Read article →Taking the fear out of AI: clarity through transparency
When AI comes up in client work, I usually meet two basic stances: enthusiasm and reservation. The cautious voices get…
Read article →Claude Opus 4.7: adaptive thinking, task budgets and /ultrareview
After the Desktop redesign, Anthropic released Claude Opus 4.7 today, the new flagship model. What changed in practice? https://www.anthropic.com/news/claude-opus-4-7 A…
Read article →Claude Code Desktop: from CLI to a visual development environment
A desktop app for Claude Code has been around for a while. But anyone serious about it stayed in CLI…
Read article →AI-generated test cases: blessing or curse?
AI systems generate test cases in minutes that used to take QA teams days. Coverage and speed go up. So…
Read article →
March 2026
2 articles
Responsibility for AI agents: who is liable when AI fails?
Responsibility for AI agents: A company relies on a piece of software with AI integration. The AI makes a wrong…
Read article →Persona-based testing: using user roles as a test dimension
Using user roles as a test dimension AI systems are often tested from a single perspective: the developer's or tester's…
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February 2026
4 articles
I say “please” and “thank you” to my AI
I say "please" and "thank you" to my AI even if it costs Sam Altman millions An overwhelming majority of…
Read article →Scalable test strategies for AI assistants
Demonstrating E2E quality risk-based without effort explosion. 5/5 The first four parts of this series described four dimensions whose interplay…
Read article →Localising AI assistants: a test strategy for language, markets and rules
Quality assurance strategies across countries and languages, 4/5 When you secure quality on AI assistance systems, you learn quickly that…
Read article →Guard rails, bias and behavioural rules as a test discipline
What you actually have to demonstrate to keep AI safe. 3/5 In the first two articles we covered the basics…
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January 2026
3 articles
Why your test concept suddenly grows when you test AI, and how to stay in control
Why your test concept suddenly grows massively when you start testing AI... ... and how to keep control. 2/5 In…
Read article →Semantic testing of non-deterministic AI systems
QA in the age of non-determinism, 1/5 As promised, this week's article in the series "QA in the age of…
Read article →QA in the age of non-determinism
What streusel cake has to do with testing AI systems "To infinity and beyond!" Systems with artificial intelligence raise high…
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December 2025
1 articles
October 2025
4 articles
The right tooling in testing — Halloween edition
What does Halloween and pumpkin carving have to do with software quality? More than you'd think. Because just like with…
Read article →Agile testing vs. classical testing
Modern software projects bring two cultures together: classic test methods with clear processes, documentation and control, and agile test approaches…
Read article →Why successful products need a good test strategy
Digital products are at the heart of modern business models. Apps, platforms and services shape the customer experience, define brand…
Read article →How does an agile transformation work?
In many companies the pressure to ship software faster, more flexibly and closer to the customer keeps growing. Agile frameworks…
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