automatedinference.ai

Zero intelligence, just inference

Validation Through Physical Reality

Neural inference of compute schedules grounded in the physics and telemetry of local hardware.

agnt/smth.sh

(...Ubuntu only atm 😟)

The core intelligence engine. agnt/smth.sh runs silently in the background, binding raw hardware telemetry directly to visual state changes. By mapping the exact energy expenditure of your screen output, it logs a multi-dimensional binary model of the exact compute schedules required to recreate the system states. Only the key from the iPhone + hash/browser.sh can translate the data into a visual representation. Even root user cannot read the data. Better not lose the key. Or do!

Don't just put them on block. Throw away the key.

hash/browser.sh

(...Ubuntu only atm 😟)

The topological rendering engine. hash/browser.sh Interact with your system's history through a spatial representation. Recorded machine states, execution paths, and application behaviors recreated as 3D geometry. You can rearrange structural relationships and alter behavioral paths directly on the canvas. All edits draw the attention of agnt/smth.sh.

wotkees/ios

A Web of Trust keystore and sync orchestrator. Generate over short-range wireless 1:1 cryptographic keys. Built-in Apple Shortcuts configure your local network to sync vectors. A single tap authenticates with and links native 🍎, Windows WSL, and of course... 🐧 ...into a trusted cross-platform cluster composed of (you guessed it!) wotkees/ios, agnt/smth.sh, hash/browser.sh

AI in Shell

*.sh scripts are wrappers to configure it all.

Wrap it all in Python or whatever. We're just using shell scripts

Saves in hash/browser.sh are seen by agnt/smth.sh immediately. The data model mirrors securely across your local devices thanks to wotkees/ios Your very own profile segment of the binary model is writeable by you alone. The rest of the network cryptographically verifies your signature, syncing changes instantly without cloud chokepoints or trust compromises.

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