Gemini 4 Argon one-shots a live-streaming app with OTA by reverse-engineering a thermal camera

yaroslavvb · x · 2026-10-19

The author tried Gemini 4 Argon with a Thermal Master P3 thermal camera, instructing it to build a custom live-streaming app with OTA update functionality over an unsecured network — it one-shotted the task.

An accompanying spacesheep page documents the high-level steps the agent took to reverse-engineer the device's protocol, showcasing a full pipeline from hardware protocol reverse engineering to a working application — a striking demo of agentic coding capability.

Related event: Gemini 4 Argon Builds Thermal Camera Streaming App in One Prompt(2 posts)→

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