Advanced
Scaling
Scale memory workloads across workers, sessions, and databases.
Application scaling
Use stable globally unique session identifiers.
Keep workers stateless outside shared stores.
Use Redis-backed queue mode for distributed ingestion.
Apply database pooling and pgvector index maintenance.
Isolation
Enforce tenant and user authorization in the application layer before resolving any session or memory identifier.