Building a Custom MCP Server for Playwright Test Data (2026 Guide)
If you have spent any real time running Playwright suites at scale, you already know that test code was never the hard part. The hard part was always test data. Flaky fixtures, stale seed files, hand-rolled faker scripts scattered across a dozen repos,…
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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…
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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…
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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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AI Playwright Testing with GitHub Copilot & MCP — Complete SDET Guide 2026
AI Playwright Testing with GitHub Copilot & MCP — Complete SDET Guide 2026 Let me be upfront with you before we even start. I am not an AI expert. I have not been doing AI Playwright testing for years. I do not have a production case study to show…
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