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News
# 3 Ways I Use AI to Auto-Generate Playwright Locators
9+ hour, 48+ 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, 35+ 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, 44+ 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, 49+ 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…...
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, 8+ 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, 14+ 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
3+ day, 22+ 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…...