Agentic tooling like Playwright MCP or Chrome DevTools MCP are the kind of thing that makes testers’ eyes light up: you point an AI at a browser, give it some tools, and it starts exploring your app, filing bugs, and...
Over the past months I’ve been sharing how I code with LLMs day-to-day and, crucially, how I test the systems based on them. Today I want to take that a step further and tie those strands together around a topic...
Large Language Models (and AI in general) broke the rules traditional QA was built on. Even at temperature=0, you can’t expect the same output twice. Under the hood, GPUs run thousands of floating-point operations in parallel; tiny rounding differences or...
There’s rarely been a better time to write about software engineering. The AI world moves at breakneck speed — every week brings a new model, framework, or “agentic” idea promising to reshape how we build software. For bloggers like me,...
In my recent Agentic Coding Tips post, I mentioned how AI tools like Cursor and Copilot, when combined with Playwright MCP, can dramatically speed up the process of planning and generating tests. With the latest Playwright 1.56 release, things just...