Managing multiple AI coding assistants leads to context fragmentation and coordination challenges. Current solutions treat agents as isolated tools.
Create a shared workspace where agents can exchange context, track tasks, and maintain conversation history. Include version control integration and conflict resolution.
Charge teams through monthly subscriptions based on agent count. Start with basic inter-agent communication before adding advanced features.
The main risk is rapid commoditization as major IDEs build similar functionality natively.