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Phone + Claude Code: Building an iNaturalist Observation Tool with Zero Servers — Full Workflow

May 13, 2026·3 min

Phone + Claude Code: Building an iNaturalist Observation Tool with Zero Servers — Full Workflow

Simon Willison built a complete iNaturalist observation tool during camping using his phone and Claude Code. A deep dive into the three-layer architecture: Python CLI, Git Scraping, and AI-generated frontend — all on GitHub with zero servers.