zoe was burning 24M+ opus tokens/day monitoring agents that weren't running.
replaced her cron with a 2-layer system:
- bash pre-check, zero tokens when idle
- webhook fires opus only when needed.
~95% token reduction and more reliable output. details below.
(set up a cron to watch this performance, if it works well I'll double down on this event driven stack, seems like the future)

Elvis@elvissun



