File-Based Memory Is a Terrible Idea That Somehow Works A production diary of tiered episodic memory in AI agents. Three markdown files, an SQLite database, and a lobster that somehow remembers what you said three days ago. February 28, 2026 • 15 min read ●ai-agents•openclaw•memory•production