Redefining AI Development: How POML Transforms Prompt Engineering into Web-Like Simplicity

Redefining Prompt Development: How POML Makes AI Application Development as Simple as Web Design August 19, 2025 – Microsoft Research’s newly introduced POML (Prompt Orchestration Markup Language) is transforming how we write prompts. Through component-based design, style control systems, and intelligent development tools, complex AI application development has been simplified into an intuitive process similar to web page creation. Why Do We Need POML? When building applications based on Large Language Models (LLMs), have you encountered these challenges? Prompts are like clay – difficult to shape – Traditional prompts mix all content together, requiring complete restructuring with any single change …