Implementation Pattern

• BrainDrive loads plugins through Module Federation and provides its own React singleton. If a remote exports hook-driven components, the hook dispatcher often resolves before the shared singleton is ready, leading to useMemo/useState crashes.
• To avoid this, mirror the official examples (BrainDrive-Chat-Plugin, BrainDrive-Page-Context-Service-Bridge-Example-Plugin): expose class-based components only.
• Manage state via this.state and lifecycle methods instead of hooks. If you need hook logic internally, wrap it inside a class that you export.