Blog
Guides on automation detection, Playwright and Puppeteer stealth, and building reliable browser automation.
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Browser Automation in Production: Failure Modes & Recovery
Learn why browser automation fails in production—from sessions and site drift to resource limits—and how teams monitor, retry, recover, and escalate.
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What Is an Anti-Detect Browser? A Developer's Guide
What is an anti-detect browser? How browser identity, session isolation, and automation fit together, and how developers should evaluate the category.
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Playwright detected as bot? Here's what's actually happening
Playwright detected as a bot? Separate script, proxy, environment, and browser signals, then test a source-level Chromium alternative.
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Why Playwright and Puppeteer stealth plugins stop working
Why Playwright and Puppeteer stealth plugins fail: JS patches cover one detection layer. Compare driver patches with source-level browsers.
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