How do you design memory systems for long-running AI agents?

Hi Pimpcat Thank you very much indeed for this detailed answer and breakdown. I understand all of your points and recommendations from an engineering and architectural perspective and agree with them. Usually I do understand these type of rules better if I can see them applied in a (sample) application or tutorial. Would you have recommendations there? Thank you very much indeed in advance. Michael