Classifier receipt

three inference servers won't coordinate on their own, the hard part is the layer on top. what's worked for me: one orchestrator with a task queue, each agent in its own git worktree so they never touch the same checkout, and CI as the gate before anything merges. keep deploy behind a human approval. honestly I'd start with one tower doing the whole loop, get that reliable, then add a second as reviewer/tester and see if it actually speeds things up

Model stylome-1.2-large · recorded 2026-11-11T23:21:08.023292