The desk's feedback loop

Most chat setups skip the feedback loop. Every fill comes back as a lesson. An Auditor writes a 02:00 journal of every fill. Memory isn't wiped each chat — the desk shares a persistent journal.

Scout watches news and live X every 20 minutes, so nobody has to open a tab.