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.
Guides
How to Build Reliable Long-Running Browser Agents
An open browser tab is not a saved workflow. Design the checkpoint, commit boundary and recovery policy before extending the task timeout.
Oct 20, 2026 · 13 min read
Guides
AI-Generated Playwright Tests: A QA Reliability Guide
Turn a generated browser test into a reviewable release check with controlled setup, a business oracle and deliberately broken qualification cases.
Oct 20, 2026 · 15 min read
Guides
Playwright Tests Flaky? Fix Random Failures
A retry can turn the build green while leaving the original failure intact. Find the first broken assumption, repair it, and verify the result with retries disabled.
Oct 19, 2026 · 13 min read
Guides
Why AI Browsers Are Slow and Unreliable: Practical Fixes
A browser agent can spend time thinking, waiting, looking at stale state or recovering. Measure those separately and judge the task by the final page, not the completion message.
Oct 19, 2026 · 12 min read
Guides
Best Manus alternatives in 2026: browser automation tools
Manus is a hosted agent with a browser extension, so the alternatives question is really about where the browser runs, where your logins live, and whether you can watch the run. Five documented routes, each with its limits, and the six questions that pick between them.
Oct 19, 2026 · 13 min read
Guides
MCP servers for live web scraping: choose and verify
A two-page quote task exposed missing fields in simplified Fetch content and ten wrong source URLs in Firecrawl JSON. Follow the evidence through correction and handoff.
Oct 16, 2026 · 16 min read
Guides
Playwright MCP for Codex: setup and verified browser calls
Follow registration through to a fresh result check. Separate native Codex tools from shell wrappers and preserve the actual browser execution path.
Oct 15, 2026 · 9 min read
Guides
Claude Code browser login: how to automate sites behind auth
The agent's browser isn't signed in to anything; that's the whole problem. Three real routes with steps and risk profiles, plus practical guidance for CAPTCHAs, OAuth loops, session expiry, 2FA, and scheduled runs.
Oct 15, 2026 · 9 min read
Guides
How to reduce MCP token usage: 6 proven tactics
Most MCP optimization advice targets tool definitions. For browser servers, the real bill is page snapshots. Six tactics, each with before/after numbers and the situations where it applies.
Oct 15, 2026 · 15 min read