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Flexible framework for managing multiple AI agents and handling complex conversations

The Multi-Agent Orchestrator is an AWS-developed framework designed to manage multiple AI agents and orchestrate complex conversations. It intelligently routes queries to the most suitable agent, maintains conversational context, and integrates with various environments. The system supports both streaming and non-streaming responses, offering pre-built components for quick deployment while allowing easy integration of custom agents

IP & JC Tuition for Lasting Mastery

Unofficial guide and workspace for the Kimi K3 AI assistant

The harder your agents get, the more you need LangWatch.
Reliability audits and acceptance checks for agent workflows, MCP tools, and Codex/OpenClaw automations.

Infrastructure enabling AI agents to evolve and share capabilities autonomously.
Deterministic orchestrator for CLI coding agents with parallel execution