How to Write Testable User Stories Using AI: Prompts, Templates & a QA Workflow
The Two-Line Ticket That Costs You a Full Sprint Day Every QA engineer I know has a version of the same story. A ticket lands in the sprint backlog. The title says something like “Improve checkout flow” or “Add filters to search…
Read More
How I Built My First MCP-Powered Test Automation Workflow (Beginner’s Honest Log)
I want to start this one with a confession. Three weeks ago, if you’d asked me to explain MCP in one sentence, I would have fumbled it. I’d seen the acronym everywhere — LinkedIn posts, YouTube thumbnails, a slide in a webinar I half-watched…
Read More
Playwright vs Selenium Migration Guide for Java SDETs(2026)
Playwright vs Selenium Migration Guide for Java SDETs Stop Debugging Your Test Suite Instead of Your Product — The Exact Playbook Top Java SDET Teams Use to Migrate From Selenium to Playwright Without Breaking Their Release Cadence The complete,…
Read More
Playwright Visual Regression Testing: Complete Guide (2026)
Introduction: Why “It Looks Fine to Me” Isn’t a Testing Strategy I’ve lost count of how many times a functional test suite has gone fully green while the actual product shipped with a broken layout. A button overlapping text. A…
Read More
MCP Server Security Checklist: Protecting Your Test Infrastructure from Prompt Injection
A few months back, a friend on a platform engineering team told me something that stuck with me. His team had wired up an AI coding agent to a Model Context Protocol server that gave it access to their internal Jira instance, their test…
Read More
Playwright Page Object Model with TypeScript: The Complete Guide
This guide is written for QA engineers, SDETs, and automation architects who already know the basics of Playwright and TypeScript and want to build something that survives contact with a real product team — one where the UI changes every sprint, three…
Read More
MCP Servers for SDETs: What They Are & Why They Matter (2026)
Introduction: Why MCP Servers for SDETs Is the Conversation of 2026? If you have spent any time in a test automation Slack channel, a QA conference hallway, or a release-readiness standup in the first half of 2026, you have probably heard the phrase “MCP…
Read More