AI Test Case Generation: What Went Wrong (and Right)
This is not a tutorial. It is an honest account of what actually happened when AI test case generation was put to work on real user stories from a real sprint — not a curated demo, not a toy example, not a vendor marketing video. Fifty test…
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How to Generate Test Cases from User Stories Using Claude: A Complete Step-by-Step SDET Guide (2026)
If you have ever stared at a Jira ticket for twenty minutes trying to figure out where to start writing test cases, this guide is for you. Generating test cases from user stories is one of the most time-consuming, cognitively demanding tasks in…
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Playwright API Testing: The Complete Guide (2026)
Real talk before we start: I used to maintain two completely separate test suites — one in Playwright for UI, one in REST Assured for APIs. Different configs, different CI jobs, different reporting. Every sprint I was context-switching between Java…
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Debugging Flaky Tests with AI: Playwright + Copilot Guide (2026)
This is Part 2 of my AI Playwright Testing series. If you haven’t read Part 1: AI Playwright Testing with GitHub Copilot & MCP yet, I’d start there — this post assumes you already have Copilot and an MCP server wired into your…
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