... : ' Ever asked ChatGPT about "the login system" and watched it confidently mix up three different projects? That's memory bleed i.e. when your AI assistant can't separate your contexts. Your healthcare client's specs bleed into your fintech code. Your Python project gets Node.js suggestions from yesterday's conversation. Your personal writing style contaminates professional emails. The problem? Most AI memory systems are like throwing everything into one messy ... ... drawer. You end up: Re-explaining context