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First-person field notes on browser-based AI, on-device computer vision, and shipping monitoring tools that actually respect the user. By Johnny Dunn at Frame, the team also behind AgentOS.

technicalarchitecturetensorflow.jstransformers.json-device-ai

How SafeOS Guardian works: motion-gated browser AI that doesn't burn your laptop

Walking through the safeos.sh pipeline file by file. 200ms screening, gated COCO-SSD + ViT inference, Lost & Found fingerprinting. TensorFlow.js + Transformers.js running in a browser, by design.

January 10, 2026Johnny Dunn9 min read
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