My Invoice Agent Went From 100% Escalation to 7% — Here's the Memory Layer That Did It
This story is from 2026-09-29. It is preserved in the archive; the latest stories are on the live feed.
The first time I ran the agent against a batch of invoices, it escalated every single one. 17 exceptions, 17 escalations, 17 "no precedent found." I had built a very expensive escalation machine. Three batches later, the escalation rate was 7%. The agent was resolving 93% of exceptions autonomously…
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- 2026-09-29 17:46 · DEV Community — Machine Learning
My Invoice Agent Went From 100% Escalation to 7% — Here's the Memory Layer That Did It