Playwright CLI vs MCP: give your agent a browser that actually works
I ran Playwright CLI, Playwright MCP and Chrome DevTools MCP on the same page. The snapshots came out nearly identical; the real cost sits elsewhere.
Zentask Blog10 min read
playwright
11 stories
Why the LLM in my automation agent never clicks anything
I'm a computer engineering student in Manaus, Brazil, and for my research project I've been building ANCHOR, a web automation agent: you describe a task in plain language ("Register Maria Silva, IT department, contractor, accept the terms and save"), and it runs the task in the browser.
Dev.to AI5 min read
I slowed my scraper down 10x and it finally stopped getting banned
Faster is not better. I spent two weeks squeezing every millisecond out of my Playwright scraper, and every speedup bought me a new IP ban. The fix was throttling it down to a tenth of the speed — bans dropped to zero.
Dev.to AI3 min read
Kākāpō Party
Tool: Kākāpō Party I presented a closing keynote for the WeAreDevelopers World Congress North America yesterday. As a STAR moment I decided to weave in references to the record breaking kākāpō breeding season we had in 2026.
Simon Willison2 min read
PandaScript vs Puppeteer and Playwright
The same scraping tasks written as PandaScripts and as Puppeteer and Playwright scripts. Nearly identical code, 4x to 17x less memory, and one binary instead of two processes and a protocol.
Lightpanda Blog10 min read
The Web Automation Stack Explained
Every tool in web automation runs on a browser engine. There are only two real options: Chromium and Lightpanda. Here's how the entire stack fits together.
Lightpanda Blog12 min read
Web Bot Auth Support in Lightpanda
Lightpanda now supports Web Bot Auth, the emerging standard for bots and AI agents to cryptographically prove their identity.
Lightpanda Blog7 min read
New LP Domain Commands and Native MCP
The LP domain grows with LP.getSemanticTree, LP.getInteractiveElements, and LP.getStructuredData alongside a native MCP server built into the browser binary that exposes the same engine capabilities without CDP.
Lightpanda Blog11 min read
Native Markdown Output in Lightpanda
Lightpanda now converts web pages to markdown natively inside the browser, cutting token usage for AI agents.
Lightpanda Blog7 min read
CDP Under the Hood: A Deep Dive
The Chrome DevTools Protocol powers every major browser automation library, but it wasn't designed for browser automation.
Lightpanda Blog8 min read
CDP vs Playwright vs Puppeteer: Is This the Wrong Question?
Web automation tools like Playwright and Puppeteer run on top of CDP. Understanding CDP helps developers choose the right level of abstraction.
Lightpanda Blog6 min read
Showing 11 of 11 stories
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