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Tech updates, product notes, and field stories from the systems we build.

AI
AI systemsJun 20, 20264 min read

AI agents need control layers, not just better prompts.

A practical tech note on why agent systems now need monitoring, permissions, simulations, and fast response paths.

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A student scanning an AR sticker with a phone in a classroom
Education AROct 3, 20223 min read

How AR QR codes changed a classroom.

No app download. A student scans a sticker, and a biology concept opens in 3D on their desk.

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