describe('articles')
Software testing and AI news, curated and commented: tools, methods, AI agents and field notes for QA engineers, developers and startups.
Two critical PHP flaws, spotted as early as 2024 but never fixed. This is not only a security story: it is the cost of QA that checks features and neglects non-functional quality. And a lesson in what AI really changes.
An AI agent never answers exactly the same way twice. Here is how to build a first test strategy that holds up: scenario sets, evaluation criteria, guardrails and regression testing.
No QA team, developers shipping fast and bugs reaching your customers? Five simple habits to put in place this week, without hiring or slowing down.
I led the migration of an Appium mobile test suite (Java, Cucumber) to Maestro. Why switch, how to organise the move, and the traps to avoid.
When you can no longer compare word for word, you can ask an LLM to grade the answers. Powerful, but full of traps: here is how to use it without fooling yourself.
The number of automated tests says nothing about quality. Here are the metrics I track and present at sprint reviews to steer test automation, and the ones I avoid.
