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News
# 3 Ways I Use AI to Auto-Generate Playwright Locators
15+ hour, 44+ min ago (381+ words) If you've maintained a Playwright suite for more than a few months, you know the real cost isn't writing tests — it's the constant locator rot. A designer tweaks a class name, a component gets refactored, and suddenly a dozen tests…...
Designing Resilient Selenium Tests for Highly Dynamic SPAs
1+ day, 2+ hour ago (234+ words) 🔥 SDET Interview Scenario of the Day: Your team's Selenium tests for a dynamic financial SPA are notoriously flaky. Elements are re-rendered, data updates asynchronously, and StaleElementReferenceException and NoSuchElementException plague your CI pipeline. How do you build a resilient, maintainable test…...
What Is Visual Regression Testing? How Screenshot Diffing Catches Layout Breaks
1+ day, 12+ hour ago (186+ words) Note: "regression" in software means something that used to work correctly breaking as a side effect of some other change. Visual regression testing detects that kind of breakage specifically in how a page looks, rather than in its logic or…...
I Started Using /clear After Testing with Playwright MCP
1+ day, 14+ hour ago (718+ words) Recently, I hit the usage credits limit in Claude Code, which I use at work. What confused me was that my plan usage still had plenty of room, while the additional usage credits I had configured had already reached their…...
When Should AI Write Your Tests? A Staff SDET's Decision Framework + Prompts
2+ day, 19+ hour ago (224+ words) The most expensive mistake in AI-assisted QA isn't a bad test. It's not knowing why you wrote... Tagged with ai, testing, automation, qa....
How to Use AI to Triage and Reproduce a Bug Report
4+ day, 4+ hour ago (233+ words) Paste the entire bug report — stack trace, user description, logs, whatever you have — and prompt: This gives you a structured starting point in seconds, and the "missing information" output is gold — it's your follow-up checklist for the reporter. Once you…...
3 Ways to Isolate Multiple Browser Profiles on Linux
5+ day, 39+ min ago (1596+ words) As a developer, you will often handle various projects, which may belong to different clients, and having appropriate separation for these projects is necessary for privacy and security reasons. Running different browser profiles for each project or client is one…...
I ran 22 directory submissions with Playwright in one day. Here is what actually blocked me.
5+ day, 3+ hour ago (790+ words) Submitting a product to SaaS and AI directories is the kind of task that looks perfect for browser... Tagged with automationplaywrightwebdevseo....
How to Test AI-Generated Code Before It Ships
5+ day, 23+ hour ago (1516+ words) Testing AI-generated code in production has become one of the sharpest gaps between what a coverage dashboard reports and what actually reaches customers. Eighty percent of organizations have traced a production incident back to AI-generated code in the past twelve…...
Troubleshooting Python automatic instrumentation issues
3+ week, 3+ day ago (369+ words) The Python package installs require gcc and gcc-c++, which you may need to install if you’re running a slim version of Linux, such as CentOS. Running opentelemetry-bootstrap -a install when using the uv package manager may result in errored or…...