Product memory and context layers are becoming more important than one-off prompt quality
That shift is pushing product teams to think more like systems designers than chatbot builders.
By Writeble Editorial
Prompt quality still matters, but it is no longer the best explanation for durable product value. Context layers and memory systems are increasingly what make AI products feel consistent across real workflows.
The product implication
Teams have to design state, handoffs, and system context explicitly instead of treating each request as an isolated interaction.