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OpenCV 5 change detection between two visits of a place: typed events, calibrated confidence, coverage of what it did not see. Human-gated.
A private AI whose memory is a sky you can watch, test and take with you.
Nine CI stages produce real proof; a Duo agent reads every artifact and posts a Release Passport; autonomy is earned, revocable, and never overrides evidence. No evidence, no release.
An open-outcry trading floor where the traders are programs, the money is somebody else's, and the bell is a person.
A self-hosted MCP server (spec 2025-11-25) that turns one messy spoken sentence into a live, draggable 2-day plan — an interactive MCP App inside an Alexa+ chat client.
"Don't just detect scams — learn to kill them."
