set this up against my existing Claude subscription (one Opus, a handful of Sonnet workers) and it ran a multi-day chunk of a research task without me babysitting it. the office visualization sounds gimmicky but it's actually useful in practice - a quick glance tells you who's stuck versus who's actually working, instead of tailing five terminal windows. setup took maybe ten minutes since I already had the CLI agents installed.