The Dify open-source platform integrates RAG pipelines and agentic workflows into a single collaborative workspace. It supports cloud, VPC, and self-hosted deployments to eliminate stack rebuilding during production. Teams can now prototype and scale AI tools without switching infrastructure. This streamlines the transition from initial experiment to enterprise-grade deployment for developers.