Beyond the Prompt: Orchestrating LLM Apps with Dify
Most “agent frameworks” are libraries that push the hard parts of production—orchestration, secrets, versioning, and audit logging—into ad-hoc glue code. As teams move from “chatting with a PDF” to shipping internal copilots, the need for a governed, observable runtime becomes undeniable. This is where Dify enters the stack. It’s a self-hostable “LLM app runtime” designed to turn agentic prototypes into real business services. What is Dify used for in LLM application development? Dify is an open-source LLM application development platform that provides a unified workflow engine, model gateway, and RAG subsystem. It allows developers to model AI applications as explicit directed acyclic graphs (DAGs), enabling governed orchestration of LLM calls, external tools, and retrieval policies with built-in operational telemetry and multi-tenant isolation. ...
