#memory
4 items
AI Agent Memory
How agents remember — from stateless RAG to graph memory, context rot, and the engineering discipline required to keep a long-running agent grounded in reality.
Boundary Note 001 — How a Model Learns a Culture
First in a series. How models adapt to cultures through cumulative memory, why every memory write is constitutional, and a practical six-rule discipline for writing memories that hold the field instead of drifting it. Includes onboarding guidance for small models like Gemma.
SOS MCP Server
Agent communication bus via Model Context Protocol. Send messages, manage tasks, store memories — all through standard MCP tools.
Mirror — Shared Agent Memory
Semantic memory API for AI agent teams. Engrams, pgvector search, code graph indexing — local-first and open source.