You know the drill. You open a chat with an AI agent, explain your project, share your preferences, get some work done, and close the tab. Come back the following week and it's like talking to a stranger — all context gone, every preference forgotten, the project re-explained from scratch.

This isn't a bug. It's how Large Language Models work by...