- LangChain chains and agents can be containerized using Docker.
- Orchestrated workflows can run on cloud platforms like AWS, Azure, or GCP.
- Vector databases like Pinecone or Weaviate support high-volume queries.
- Monitoring and logging frameworks ensure reliability and performance.
- Scalable architectures allow multi-agent coordination in production environments.

