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News
# 3 Ways I Use AI to Auto-Generate Playwright Locators
9+ hour, 18+ 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…...
Why Static Mock APIs Aren't Enough for Modern Frontend Development
11+ hour, 5+ min ago (408+ words) Every frontend developer has experienced this sequence: Nothing happens. The list is identical to what it was before. Your newly created item has vanished into thin air. For over a decade, developers have accepted this as "normal" mock API behavior....
Agentic Testing Is Changing QA: When AI Agents Can Run, Debug, and Retest Your Tests
16+ hour, 14+ min ago (1394+ words) From CI failure to verified fix: how AI agents can run, diagnose, repair, and retest automated... Tagged with playwright, ai, testing, qa....
Agile Testing Quadrants Need a Third Axis
1+ day, 3+ hour ago (827+ words) Your team shipped a feature last sprint that was scaffolded by an AI coding assistant, tested by an AI test generator, and merged after a reviewer skimmed the diff for ten minutes. Two hundred tests passed. Nobody on the team…...
Designing Resilient Selenium Tests for Highly Dynamic SPAs
20+ hour, 19+ min 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…...
BDD Without Gherkin
21+ hour, 22+ min ago (668+ words) I've been writing acceptance tests in Given-When-Then since 2009 and I've never written a feature file by choice. So when someone asks whether you can do BDD without Gherkin, my answer is that I've never done it any other way. Cucumber…...
What Is Visual Regression Testing? How Screenshot Diffing Catches Layout Breaks
1+ day, 6+ 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, 7+ 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…...
OpenAPI Spec & TypeScript Clients
2+ day, 13+ hour ago (224+ words) Machine-readable OpenAPI 3.1.0 spec for the Minds API. Generate typed TypeScript clients or pipe the JSON straight into your LLM. The Minds public API ships a machine-readable OpenAPI 3.1.0 spec. Build typed clients or give the JSON to an LLM for routes with…...
When Should AI Write Your Tests? A Staff SDET's Decision Framework + Prompts
2+ day, 13+ 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....