Reflections

ChatBotKit Reflections Topics for orchestration

ChatBotKit is a conversational AI platform that helps you build, train, and deploy AI-powered chatbots and virtual assistants for your business.

Sub-Agents Are Not the Only WayAn orchestrator managing sub-agents became the default multi-agent pattern because coding assistants ship it, not because it is good. There is another shape, where each agent orchestrates itself and they coordinate through a shared bus.
Agents Need Supervisors Not SchedulersWe have not figured out agent orchestration yet. The next pattern is not smarter scheduling but supervision - pairing autonomous generators with autonomous verifiers.