Thinking out loud about quality.

Practical perspectives from someone who has been doing this for 17 years.

Your Regression Suite Is Lying to You: The Real Cost of Flaky Tests in FinTech

A flaky test is not a tooling problem. It is the moment a team stops believing its own test results, and in FinTech that is the gap production defects walk through. Here is what flakiness actually costs, why it clusters, and how to get a suite your release decisions can rely on again.

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AI & Testing8 min read

AI Wrote the Code. AI Wrote the Tests. Who Is Checking the Tests?

Teams have spent 2026 worrying about AI-written code and answering with more tests. But the tests are now being written by the same tool, from the same misunderstanding. Coverage is going up. Verification is not. Here is how to tell the difference and what to do about it.

22 October 2026Read article

QA Strategy8 min read

In-House QA, Offshore Testing or a Managed QA Partner? What UK FinTech Teams Should Actually Compare

Most teams compare QA options on day rate alone and end up paying for the wrong thing. Here is the comparison a CTO should actually run before choosing between hiring, offshoring and a managed testing partner.

13 October 2026Read article

Accessibility9 min read

Accessibility Testing in FinTech: Why the EAA Turned It Into a QA Problem

The European Accessibility Act is now enforced, and accessibility has moved from a UX nicety to a testable, auditable QA control. Here is what that actually means for FinTech teams, and how to test for it properly.

16 June 2026Read article

AI & Testing10 min read

Agentic AI Testing Is Here. What It Can Actually Do for Your QA Team in 2026.

Agentic AI is the biggest shift in software testing since automation itself. The tools can now write, run, and heal their own tests. Here is an honest look at what that means for your QA team, what it does well, and where it still needs a human in the loop.

3 June 2026Read article

QA Strategy9 min read

Stop Chasing Test Coverage. Here Is What Your QA Team Should Be Measuring.

High test coverage feels safe. But teams with 90 percent coverage still ship critical production bugs. The problem is not how much you test. It is what you choose to test. Here is how risk-based testing changes that.

20 May 2026Read article

AI & Testing8 min read

AI Is Writing More Code. Here Is What That Means for QA Teams in 2026.

Everyone assumes AI-generated code makes testing easier. Teams adopting AI coding tools are finding the opposite. Here is what is actually happening and what QA teams need to do about it.

5 May 2026Read article

QA Strategy8 min read

Shift-Left Testing in FinTech: What It Actually Means in Practice

Shift-left testing is one of the most cited principles in modern software delivery. In FinTech it is also one of the most inconsistently applied. Here is what it actually looks like when it works.

15 April 2026Read article

QA Strategy3 min read

The QA maturity conversation every CTO needs to have

Most CTOs have a rough sense of how good their testing is. Almost none of them have actually measured it. The gap between those two things is usually significant.

18 March 2025Read article

AI & Testing3 min read

AI testing is not the same as testing AI

Testing a system that contains AI requires a completely different set of techniques to testing the AI model itself. Most teams are only doing one of the two.

10 March 2025Read article

Test Automation3 min read

Why your automation framework is slowing you down and how to fix it

Most automation problems are not tool problems. They are design problems that were ignored when there was still time to fix them cheaply.

1 March 2025Read article

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