Playwright MCP (Model Context Protocol) and Playwright CLI (Command Line Interface) are two different architectures developed by Microsoft for letting AI agents control web browsers. They share the same underlying Playwright engine, but they are built around very different ideas about how browser state is delivered to the model. The biggest difference is this: Playwright CLI is optimized […]
Read More →A viral Claude Code skill claims to cut 65% of output tokens by making LLMs talk like cavemen. Two research papers suggest forced brevity can actually improve accuracy in large models. But tokens are also compute — and nobody has benchmarked whether caveman-speak helps or hurts code quality. A look at the arguments on both […]
Read More →Getting productive in an open source project usually means understanding someone else’s repository before you can ship a useful issue or PR. The default playbook is familiar: clone the repo, read whatever README or contributing guide exists, search the tree, skim recent commits, and hope the architecture becomes clear before you lose momentum. That path […]
Read More →Chrome shipped something quietly huge. Your real, signed-in browser can now be natively accessible to any coding agent. No extensions. No headless browser. No screenshots. No separate logins. One toggle. Here’s the official blog post from the Chrome team. The actual unlock people are glossing over I keep seeing reactions focused on “browser control” and […]
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