The optimal way to use advanced AI coding tools isn't micromanagement, but granting them autonomous judgment and dynamic routing, letting the main model focus on architecture while sub-agents handle implementation.
Leveraging Claude Code and WebGPU, developers are seamlessly bringing edge AI models into browsers, reshaping the parallel AI coding paradigm.
Simon Willison shares how he built a web tool to visualize his personal iNaturalist observations over a camping weekend, using only his phone, Claude Code, Git Scraping, and a single AI prompt.