Agent Memory Engineering: Why Forgetting Is the Real Skill

The article explains that an AI agent's context window is not memory but working RAM, and real memory must be stored externally. It describes four memory types—short-term, episodic, semantic, and procedural—and shows how to manage them with summarization and selective loading. The key insight is that deciding what to forget is more important than what to remember.