ScanDo is a minimalist Android/iOS utility that bypasses the "search result" stage entirely. Using local LLMs, it parses the camera feed and presents exactly one action button at the bottom.
QR code for Wi-Fi? Connects you.
Paper invoice? Deep-links to your banking app.
Handwritten date? Creates a calendar invite.
The goal is to minimize time-to-action. I'm curious if the HN community thinks "Ambient Intelligence" tools like this will eventually replace the standard utility app model.