While you enjoy that sense of marvel at the richness and wonder of your users' lives, there is no need to feel it for AI agents. These agents are essentially just super-charged "stochastic parrots" ...

The singleton pattern in Python ensures that a class has only one instance and provides a global access point. Different implementation methods may lead to discrepancies when obtaining the memory ...