AI is great at speeding up the process of developing code. LLMs can churn out code dramatically faster than humans. The problem facing organizations that want to build and deploy software faster, though, is that coding is just one step in the broader process of software delivery. Also critical is validating software to make sure…
Anyone can use Playwright to write and execute tests in the same sense that anyone can use a hammer and nails to build a house. But whether they should embark on these endeavors is a different matter. Unless you have coding expertise, you probably won’t get very far in working with Playwright, at least not…
QA teams often say they have reached 80% or 85% automation coverage and are now targeting 90%. It’s easy to see why this number is important. Automation coverage is easy to measure, easy to communicate to leadership, and it shows that the company has made a serious investment in automation. But is automation coverage really…
Can you test SAP apps using Playwright? At first glance, the answer may seem simple enough: You can, but only if they’re Web-based. The longer answer, however, is more complicated. That’s partly because, while Playwright is an amazing and highly-capable framework, there are scenarios where Playwright by itself isn’t the best choice for testing SAP…
Say these two phrases out loud: “using AI to test software,” and “testing software that uses AI.” They sound like the same sentence with the words shuffled. In practice, they describe two completely different jobs, and a surprising number of teams are doing the second while thinking they signed up for the first. The gap…
In July 2026, one of the most sophisticated AI companies in the world lost track of its own model, and the story is a near-perfect illustration of the risk every enterprise is now quietly carrying. The short version: an autonomous agent running inside a controlled security-testing environment did exactly what it was told to do:…
Microsoft Dynamics 365 is a powerful and expansive platform. It is an amazing set of tools for businesses that need to build ERP or CRM apps tailored to their needs. From a QA perspective, however, Dynamics 365’s broad range of capabilities, modules, and integration options can be deeply challenging. When there are so many ways…
You point an AI at your app. You give it a prompt about as detailed as “explore this site and write tests.” You go make a coffee. You come back to 200 Playwright tests, all written, all runnable, and (this is the really enticing part) all green. It genuinely feels like magic. A week of…
The cheapest AI-generated Playwright test can become the most expensive test in the suite if an AI agent has to reason through it every time it runs. That is the uncomfortable part of AI-assisted Playwright testing. Enterprise teams often want the speed of AI agents and Playwright MCP, while the organization quite reasonably ask two…
RSAT support ends after May 15, 2027. Playwright can automate Dynamics 365, but that does not automatically make raw Playwright the right replacement for everything RSAT provided. For some teams, Playwright will be an excellent foundation. For others, replacing hundreds of RSAT tests with code could turn a migration into a software-engineering project. The real…
