Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents

Yusuf Khan, Carlo Lipizzi

Language agents run a loop - observe, reason, act - but the memory they reason over sits outside it: a store queried at most once per turn. We study the regime where memory moves i…