deepagents — memory lifecycle (AGENTS.md files as explicit memory)

deepagents — memory lifecycle (AGENTS.md files as explicit memory) A data-flow diagram generated by Archify. 01 / Durable stores 02 / Load 03 / Thread state 04 / Per model call 05 / Agent writes AGENTS.md files · user + project scope · 01 / Durable stores AGENTS.md files user + project scope LangGraph Store · StoreBackend route · 01 / Durable stores LangGraph Store StoreBackend route MemoryMiddleware · before_agent, once · 02 / Load MemoryMiddleware before_agent, once memory_contents · private, per thread · 03 / Thread state memory_contents private, per thread <agent_memory> · system prompt tail · 04 / Per model call <agent_memory> system prompt tail Model · decides to learn · 05 / Agent writes Model decides to learn edit_file · guarded by CLI · 05 / Agent writes edit_file guarded by CLI download_files /memories/ once per thread every call system tool call next thread sees it Legend primary data async batch data store data flow