Orchestrator is a multi-agent AI coding framework that dispatches multiple explorer and coder subagents to autonomously complete coding tasks. The orchestrator defines knowledge artifacts that subagents must return and synthesizes them across tasks to build compound intelligence. The system supports different models for orchestrator and subagents, async operation, and was used to train a 14B parameter model via multi-agent RL scaling to 32x H100 GPUs.