Automation

My entire knowledge base had no undo, and adding one turned out to be a real distributed-systems puzzle because the same files live on four machines at once.

I write a lot of scattered notes across a lot of projects, and instead of ever organizing them by hand, I built a pipeline that rebuilds and reorganizes the whole thing every night while I sleep.

A lot of the small jobs I was paying a hosted model to do did not need a frontier model at all, so I started running open-weight models on my own GPU box and let the routine work run for free.

I stopped doing my machines' work at the keyboard and built a way to hand a task to whichever machine should run it, let it run on its own, and pick up the result later.

Turned the fleet into a full mesh where every machine can reach every other one directly, passwordless, without hand-managed keys, laying the groundwork for running work anywhere in the fleet.