Why it matters: AI agent memory architecture explained: the four memory types, vector retrieval, and the frameworks that make agents actually remember.
Why it matters: Context rot makes LLMs fail long before the window fills. See why, how to measure it, and the context engineering fixes that keep answers reliable.