Persistent Memory + What Breaks in Production

Sarah Wooders, CTO of Letta and co-author of MemGPT, on how her team works with long-running agents: persistent memory, continual learning in token space, what breaks when context rots and memory gets polluted, and how to measure what an agent actually learned.