The Dify open-source platform integrates RAG pipelines and AI model orchestration into one collaborative workspace. It supports cloud, VPC, and self-hosted deployments to eliminate stack rebuilding during production. Developers can now prototype and scale agentic workflows faster. This removes the typical friction between initial experimentation and enterprise-grade deployment for AI teams.