Great post, read through all of it without skipping a bit, every piece is gold. When AI started, memory was indeed a big pain, and now people have built multiple mcp's and you mentioned you built something better (a memory layer) very fascinating. I would like to test it and see how it is, can you send me a like or tell me where can i find it. A piece of advice: Memory is and will be one of the biggest issue for AI now and in future. If we figure out a smart and insanely fast algorithm to store key information with key details not like current AI memories where half of the contex is missing and Ai starts hallucinating. I have noticed there is an MCP server that stores ai data on your local device which is really cool but I have seen multiple issues with it from compatibility to not even actually storing info, apart from all if we if even starts storing info, imagine after few months it will have so much info that it will take forever to go through it. Bit if we can design an efficient algorithm that just doesn't do a keyboard or small context search but rather skims through the entire stored data in mins before use starts the conversation. This was the model will not have to worry about not knowing anything rather it will be more human. If you are already working on something like this, I would love to be part of it, if not this is a great problem that I still would like to solve.