ego(lite) articles

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.

Claude Code browser testing workflow for a local mobile layout bug

Guides

Claude Code browser testing: a practical workflow

One local Claude Code and ego-browser case, with before and after screenshots, a server-side receipt, an injected failure, and clear limits.

Oct 24, 2026 · 8 min read

Illustrated n8n workflow nodes connected to a browser icon above the title Browser Automation for n8n

Guides

Browser automation for n8n: nodes, Browserless, and more

A real n8n 2.40.7 workflow drove a browser, parsed its JSON, wrote a record, and verified it. See the failed readback and Execute Command limit alongside connection options.

Oct 24, 2026 · 16 min read

A local model terminal beside a visible Chromium browser window that an agent drives

Guides

Browser agent with local Ollama models: setup and limits

A local model can drive a real browser, but only when tool calling, context length, and memory line up. This guide wires Ollama to Playwright MCP, Browser Use, and the ego(lite) ego-browser skill, then shows where local agents fail first.

Oct 23, 2026 · 14 min read

Illustrated robot at a signpost marked login, navigate, click, and complete, beside a second figure holding a map and a loading browser window

Guides

How to handle selectors breaking in browser automation

Most broken selectors are not selector problems. Read the error class first, classify the failure against the assumption that broke, and only then decide whether a locator fix, a workflow change, or a supervised agent run is the honest answer.

Oct 23, 2026 · 25 min read

Vercel agent-browser vs Chrome DevTools MCP vs ego(lite) compared

Comparisons

Agent browser vs DevTools MCP vs ego(lite)

OpenAI Atlas is gone, but its architecture still teaches a lesson. Compare it with agent-browser, Chrome DevTools MCP, and ego(lite) for login state, privacy, and reliability.

Oct 23, 2026 · 17 min read

AI web scraper workflows compared by source, scale, and control

Reviews & roundups

AI web scraper guide: choose the right workflow

Three routes to AI web scraping, not one tool. No-code scrapers, scraping APIs, and agent-driven browsers, each with the job it wins and the cost model it carries.

Oct 23, 2026 · 24 min read

A laptop running a local model beside a visible Chromium browser controlled by an agent

Guides

Browser Use with local LLMs: what actually works

Browser Use documents a local Ollama path, but local tool calling has a narrow margin. Here is the documented setup, the failure modes, and how to tell whether a run actually worked.

Oct 22, 2026 · 18 min read

ChatGPT browser use compared with a cloud browser and a local logged-in browser

Comparisons

ChatGPT browser use: cloud browser vs your own browser

ChatGPT browser use can mean a cloud browser, an in-app page view, or a connection to your own Chrome. The profile, tab, and data boundaries are different; choose the route that matches the work.

Oct 22, 2026 · 9 min read

Orange mascot holding a red cross beside a black and white mascot holding a green check on a blue background

Guides

Why Your Scraper Gets Blocked: Proxy & Fingerprint

A 403, a login redirect and an empty JavaScript page need different fixes. Start with the evidence before changing your proxy or browser.

Oct 20, 2026 · 12 min read