Synthesizing Memory with Agent: A Local-First Architecture for Persistent AI State

Synthesizing Memory with Agent: A Local First Architecture for Persistent AI State Abstract The prevailing paradigm in AI agent development treats memory as an external retrieval service, a failure mode that fragments intelligence across the model, the context window, and the vector store. This fragmentation forces engineers to choose between the fidelity of local inference and the persistence…