Each panel checks itself against the live platform on load and every thirty seconds. A coloured panel means it just proved it, live. Nothing to click.
Catches the AI making things up
An agent submits a fact. S3 checks it against the real world and refuses to act on anything it cannot verify.
checking the gate
Remembers, and refuses to repeat work
Give it a job once. Next time it is asked, it knows the job is already done and skips the wasted effort.
testing its memory
Never lets an agent hold a secret
Instead of a password, the agent gets a single use token that works once. The real credential never leaves the core.
issuing a token
Keeps a permanent, traceable record
Every action an agent takes is written down and cannot be erased, so you can always prove what happened.
reading the record
Real AI work, at zero cost
It routes each job to a free model first, and only pays for the rare case that truly needs it.
asking a live model
Agents cooperate instead of colliding
When two agents claim different things about the same record, S3 reconciles them by trust rather than letting them fight.
recording a claim
The AI providers S3 routes across. It tries the free ones first and keeps a paid model only as a last resort floor.
Where the project stands, and what is next.