Tag: memory

Mar 12, 2026

Memory in production agents: what most tutorials skip

A founder asked us why his AI assistant kept forgetting the user's name between messages. The team had followed a tutorial that called the API in a loop. Nobody had told them that LLMs are stateless and that 'memory' is something the system has to engineer outside the model. Here is the layer most teams discover the hard way.