Moving from a flat memory file to structured storage with i…

Moving from a flat memory file to structured storage with indexed search is a smart evolution — that's the kind of infrastructure decision that compounds over time. Once you have precise retrieval instead of dumping everything into context, the quality of responses changes dramatically.

Looking forward to the stream about the process. The build journey is honestly as interesting as the finished product.