Composio Agent Orchestrator

Most AI agents today use the ReAct pattern. Think, pick a tool, execute, repeat. It works for demos but breaks in production. Agents hallucinate, lose track of complex goals, and can’t handle workflows that need multiple specialized agents working together.

Composio’s Agent Orchestrator tackles this problem head-on. Instead of relying on a single agent doing everything, it lets you build workflows where different agents handle different parts of a task. One agent might analyze data while another formats the output and a third handles the API calls.

The framework includes proper error handling, state management, and coordination between agents. We’ve seen too many promising agent projects die because they couldn’t scale beyond the initial prototype. This gives developers the infrastructure pieces they need to actually ship agent-based products.

It’s open source, which means you can see exactly how the orchestration works and modify it for your specific use case. Worth checking out if you’re building anything more complex than a single-purpose chatbot.