Tag: architecture

A useful agent does not remember everything. It remembers the right things in the right way. Here is how working memory, episodic recall, and semantic facts fit together, and why confusing them is the most common reason agents feel forgetful.

Storing every chat message and hoping the model finds the right ones does not scale. Here is what actually happens inside a memory pipeline, from fact extraction to scoped vector search, and how to debug it when recall goes sideways.