A new repo dropped and within two days it had thousands of GitHub stars. An AI memory system built by Milla Jovovich — yes, the actress — scoring 96% on some benchmark I’d never heard of. I saw it early, before the writeups started. And felt the familiar thing: maybe this is the piece I’ve been missing.
I’ve spent the last few months building out what I call the Lowrobb OS. A personal operating system for how I work, covering tools, automations, and the logic connecting them. Part of that is memory: how sessions get captured, how context carries forward, how I don’t start from zero every time I open a new chat. That layer never feels finished.
So I read through MemPalace carefully. It’s genuinely interesting. The core idea: don’t let the AI decide what’s worth remembering, store everything verbatim and retrieve by search is the right instinct. I’ve had it happen: the reasoning that actually mattered was exactly what the summarizer decided to compress away.
But then you keep reading. Wings, rooms, drawers. A compression dialect. A knowledge graph. An MCP server. A CLI. Each piece has a reason for existing. By the end I’m looking at a system with a real maintenance surface. Something that needs tending just to keep running. I’ve built things like that. I know what they look like six weeks in, when I’m tired and the last thing I want to do is debug a database connection.
I closed the repo and sat with it for a bit. Not quite FOMO. More like: I understand why someone would build this, and I’m pretty sure I’m not that person.
What I actually took from it was three things: capture discipline, typed memory buckets, and the idea of a save hook. I went back to the Lowrobb OS and built something lean. An inbox folder for session notes. A raw-sessions directory that’s gitignored and temporary. A frontmatter schema so I know what kind of note I’m looking at. A habit of checking what’s unreviewed before starting a new session. Simple retention rules: review, archive, delete.
The whole thing is Markdown files. I can maintain it on a bad day, which is the only measure that matters to me. Not whether a system looks impressive, but whether I’ll open it when I’m not in the mood to be organized.
MemPalace is a serious piece of work. I just didn’t install it. My setup is better for having read it.