CONTINUAL LEARNING FOR LLM AGENTS

Summary from the TLDR AI newsletter

Memento is a memory-based framework that enables LLM agents to learn continually without altering model weights. It uses a planner–executor loop with case-based reasoning and supports a wide range of tools.