Everything you need to know about browser automation
Guides, insights, comparisons, and reviews across Playwright MCP, Browser Use, Chrome DevTools MCP, coding agents, and the browsers they drive.
ComparisonsApify Alternatives for Large-Scale Web Scraping
At a million pages, the platform fee stops being the story. Proxy bandwidth, concurrency ceilings, and retry billing decide what you actually pay — and which Apify alternative fits.
GuidesStable Playwright Locators for Dynamic Web Apps
Build Playwright locators around durable contracts, then decide whether the workflow needs a repeatable CI test or a supervised one-off browser task.
ComparisonsSandbox Web Browser for AI Agents: Local vs Remote
A practical sandbox-browser architecture guide covering isolation layers, session custody, takeover, concurrency, replay, hybrid routing, and validation.
ComparisonsMCP vs CLI for AI Agents: Where Extensions Fit
A layer-correct MCP versus CLI guide with a same-task experiment, security model, hybrid patterns, and a precise role for browser extensions.
GuidesBrowser Use Pi: packages, setup, and session tradeoffs
Browser Use Pi is not one product. We tested its underlying browser engine against ego (lite), mapped the package stack, and documented the practical tradeoffs.
ComparisonsCodex Computer Use vs ego (lite): browser benchmark
Both paths passed 15/15 runs. ego (lite) posted lower medians in five browser cases, while Codex retained the broader desktop-control surface.
InsightsWebMCP explained: how it changes browser automation (and where it doesn't)
WebMCP lets a website publish structured tools to an in-browser agent. We tested the official hotel demo in Chrome 152 to see what worked, where a human stayed in control, and why application-side validation still matters.
GuidesPlaywright MCP for Claude Code: Setup Guide
A current, tested Claude Code setup for Playwright MCP, including project scope, approval state, browser verification, authentication choices, and failure recovery.
GuidesOpenClaw Browser Relay: Setup & Troubleshooting
A tested, versioned guide to the OpenClaw Chrome extension, native host, local relay, Gateway, tab access, and the failures between them.