Writing

Architecture notes

What autonomous software needs from the layers beneath it: agent identity, programmable authority, private networking and machine-to-machine payments.

agent identityAI agents

What Does an AI Agent Actually Own?

An agent holds an API key, a cloud account and a wallet, all controlled by somebody else. What ownership would require, and what UniNet defines today.

UniNet TeamAugust 28, 2026

security engineeringthreat model

What Escrow and Address Checks Actually Cover

Escrow, address validation and identity checks each narrow one class of loss. What each control covers, what it misses, and what is still unfinished.

UniNet TeamFebruary 15, 2026

DePINnode operators

Hosting on Machines You Do Not Own

Independent operators host isolated workloads. What provider identity, capacity reservation and isolation cover, and what the operator can still see.

UniNet TeamFebruary 1, 2026