A new framework uses multi-agent collaboration to generate complex musical compositions through emergent behavior. Each agent manages a specific instrument or harmonic role, negotiating in real-time to maintain coherence. This approach moves beyond static prompting toward dynamic, autonomous orchestration. Developers can now test how agentic competition and cooperation influence creative output in audio synthesis.