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A benchmark study comparing MCP and filesystem access for AI agents in 20 production scenarios found that filesystem access reduces LLM costs by 27% and latency by 32% while improving answer quality.
A 15-minute method using Karpathy's prompt and Claude Code/Cowork to turn Obsidian into an automated second brain, building folder structure and indexing without manual file management.
Chrome's window.showDirectoryPicker API enables websites to access and manipulate local directories, empowering local-first web apps like photo viewers and video editors, with prototypes built using Claude AI.