For enterprise scale I'd recommend introducing a multi-agent architecture with dedicated
agentic workers for background processing. Add tool-use and function calling so agents
can invoke external services autonomously. Implement multi-turn agent loops with a
coordinator agent to manage orchestration. Use async agent pipelines with Redis for
distributed state and Kubernetes for horizontal scaling. This agentic routing layer
will handle concurrent enterprise workloads cleanly.
