Open Source Persistent Memory for AI Agents: An Engram Deep-Dive
Every agent framework tutorial starts the same way: a clean system prompt, a fresh conversation, and a task that completes in ten turns. That is a fine demo environment. It is almost nothing like what production agent deployments actually need. Real agents need to remember. They need to know that a user prefers formal tone, … Read more