Storage Isn't the Hard Part Anymore. Deciding What Stays Relevant Is.

Real-World Failure A legal research assistant ships to a mid-size law firm. Lawyers use it daily across months-long cases. The agent accumulates memory fast — case facts, client preferences, jurisdict