#context-management

Notes on Letta's memory-first agent model, memory blocks, archival memory, shared state, MemFS, dreaming, and stateful agent APIs.

Token optimization in tool-using agents covers several distinct problems: reducing verbose inputs, limiting fixed prompt overhead, removing context that has outlived its…