Muscle Memory for Agents: Compile not Merely Retrieve

Pouya Ghiasnezhad Omran, Soujanya Lanka, Qin Zhang +1

Memory for LLM agents has converged on a single architectural pattern: store experience as text, embeddings, reflections, or rules; retrieve at inference time; let a general-purpos…