Local-First Memory That Never Forgets
The problem
Most AI agents are amnesiacs — every session starts from zero, and the usual way to give them memory is to send your data to someone else's cloud.
What we built
A local-first semantic and temporal memory for autonomous agents: they recall past conversations, decisions, and work over time — entirely on your own hardware. It's the recall layer underneath our Atlas operations stack.
The proof
It runs in production inside Peak AI Design's own stack today, combining a vector store and a time-ordered log so agents remember both meaning and history.
Tech: ChromaDB (semantic) · SQLite (temporal) · local embeddings · MCP-bridged to the agents.