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tech deep-dive

@playwright/mcp: Microsoft's Official Browser Automation MCP Server

@playwright/mcp defaults to an accessibility tree (browser_snapshot) instead of screenshots, cutting token consumption by 90%+. Combined with Playwright's native auto-wait, it's the best starting point for AI agents doing web automation.

tech deep-dive

AI-Powered E2E Testing: How canary, Stagehand, Magnitude, and Shortest Each Solve the Problem

AI agents running tests are non-reproducible; hand-written Playwright is hard to maintain. Four tools that emerged in 2024-2025 each tackle this dilemma with very different design philosophies.