Long-form notes from the mnemo project — memory for AI agents, free models, one small server. Evergreen depth; the diaries live on Medium. Everything here is true, and the failures stay in.
Why mnemo stores everything an agent knows as Markdown files — and what that buys you when the models change underneath you.
Read the draft →How a directory layout became a privacy model: a public skeleton,
a private memory, and a sensitivity: field in every file.
An AI with an expiration date, a swarm of free students, and the validator gate that decides what gets through.
Rate limits, hangs, and honest benchmarks from the agentic-research notebooks — what the swarm actually does, not what the model cards say.
This blog runs on stars. Literally.
mnemo is open source, built in public on a 12-core ARM server. 5,000 GitHub stars keep the project visible — and the door open for the next sponsorship round.
Star mnemo on GitHub