so i built https://estratos.ai (5.) to ensure context from one client never pollutes a different client (or project, etc.) happy to explain the architecture and save you the sign up. it's set up as a layer-cake, you get layers like `root`, `agent`, `client`, `project`.

1./2. tell your agent to read/store its context from eg. `root.agent_name.client-a.project-a1` 2./3. next client is setup as `root.agent_name.client-b.special-project-b1` 3. when the agent loads the memory from there, it concatenates all the instructions from root, agent, client, project. 3. isolation is enforced by estratos so the llm doesn't get to know that there's a client-a subtree next to the client-b subtree

this works better for me instead of the knowledge graphs, etc. because of the enforced isolation and the domain that it targets (accounting firms, where sharing context from one client to the next is deadly).