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.
Tech updates, product notes, and field stories from the systems we build.
A practical tech note on why agent systems now need monitoring, permissions, simulations, and fast response paths.

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