Kestrel Care: Failures clustered where connectivity dropped mid-run and the agent retried against stale context.
Aisha Bello
The problem
A scheduling agent used by community nurses was failing silently in the field for weeks.
What we did
Assembly buffered run records offline and reconciled them when devices reconnected.
The result
Failures clustered where connectivity dropped mid-run and the agent retried against stale context.
We found it in the data before a single nurse reported it.
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