Stashbird: Episode-Grounded Lifecycle Reconciliation for Conversational Agent Memory.

arXiv:2609.34242v2 Announce Type: replace Abstract: AI agents require memory that remains consistent as conversational evidence changes. We present Stashbird, an episode-grounded memory system that uses provenance to reconcile derived graph and retrieval state