AI

I have been building an agent platform on my own hardware one post at a time. This is the whole thing in one place: how a job gets dispatched, which model runs it, and what it has to prove before I believe it.

Jobs were queuing behind a busy machine for no better reason than habit about which machine owned that kind of work, so I separated who runs a job from where the job lands.

The free model on my own hardware kept failing halfway through jobs. The cause was not my code, and the fix was to stop asking the model to write its own proof of work.

My notes could answer what I decided but not what I actually did, so I built a second searchable layer over the working history itself, and a rule for when it is allowed to be used.

I stopped picking which AI model runs each job by hand and built a router that scores the options on what each one has left, reserves the winner, and writes down why it chose.