
Make Your AI Assistant Remember You Between Conversations
LLMs are goldfish by default. The file-based memory pattern that gives a local assistant identity, user context, and continuity — the same architecture ours runs on.

LLMs are goldfish by default. The file-based memory pattern that gives a local assistant identity, user context, and continuity — the same architecture ours runs on.

The brain is the biggest VRAM line-item and the biggest latency trap. How we run a 26B multimodal LLM via Ollama with sub-second warm responses, persistent memory — and free screen vision.