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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)

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ElvisElvis@elvissun
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zoe was burning 24M+ opus tokens/day monitoring agents that… | ADHX