You give your AI coding agent a task. It gets to work. Thirty tool calls later you have code — and it’s not what you needed. The agent understood the words but missed the intent. It made a dozen small decisions that individually seemed reasonable, and collectively built the wrong thing. This isn’t a capability […]
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 →localhost:3000 — Meet PortlessIf you’ve ever typed npm run dev, refreshed a browser tab, and found yourself staring at the wrong project — you already know why Portless exists. Table of Contents Local development has a dirty little secret: port numbers are terrible identifiers. They collide, they’re impossible to memorize across a microservices stack, and they silently break things […]
Read More →If you use both Cursor and Claude Dev/Code, you’ve probably noticed they both want their own configuration folders (.cursor and .claude). Keeping your custom commands, rules, and skills in sync between them usually means a lot of copying and pasting. Here is a simple way to centralize everything in one .agents folder and use symlinks to keep both tools […]
Read More →A deep dive into the new browser automation framework from the creator of Selenium Introduction In December 2025, the browser automation community witnessed a significant moment: Jason Huggins, the creator of Selenium (which he started 21 years ago), announced Vibium—a modern browser automation framework designed from the ground up with AI agents in mind. The […]
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