Vibe Coding, AI-Native Development, and the Mac Wattage Experiment
June 8, 2026
A reflection on building a Mac Studio power consumption monitor with AI assistance — the wins, the risks, and what it means for developers.
Ryan Pan
Web Developer Manager at Keypath Education. Full-stack engineer with 10+ years building web apps, learning platforms, and developer teams.
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All projects →- Mac Wattage — A macOS menu bar app that monitors real-time power consumption on Apple Silicon Macs.