Notes from the lab
Short, practical articles written from real projects. No fluff.
Playwright vs Selenium in 2026: Which Should You Learn First?
A practical comparison for testers choosing their first automation tool, with an honest look at the job market.
1 Nov 2026 · 6 min read
CareerFrom Manual Tester to SDET: A Realistic 90-Day Roadmap
The exact order to learn things in, how many hours a week it really takes, and the mistakes that make people give up.
20 Oct 2026 · 8 min read
AI for QAAI Will Not Replace Testers. Testers Who Use AI Will Replace Those Who Don't.
What AI agents and MCP servers actually change about QA work, and the three skills to build now.
5 Oct 2026 · 7 min read
AutomationThe Flaky Test Checklist: 10 Causes and Their Fixes
Every flaky Playwright test we have ever debugged came down to one of these ten causes.
18 Sept 2026 · 5 min read
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