AI module Handover Memory
Handover Memory: the client problem came first.
Decisions, caveats and odd client rules were living in the operator’s head, which made handover fragile.
client problemworking moduleoperator review
Built from a real problem Handover Memory
The work behind the module.
I built a memory module that keeps context attached to the work: decisions, caveats, old mistakes and rules that still matter.
Continuity survives tool changes, session changes and people being unavailable.
It reads the source material, handles the repeatable work, and stops for review before judgement or money gets involved.
live systemhuman reviewreceipts attached
“A demo can look clever. The working system has to hold up when the week gets messy.”
Bring the messy version. I’ll tell you where I’d start.
The FOMO, the half-built experiment, the workflow that keeps nagging at you: bring that. We’ll shape the first build from there.