The Dify open-source platform integrates RAG pipelines and AI model orchestration into a single 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 tool reduces the friction between initial AI experimentation and enterprise-grade deployment for engineering teams.