Cambridge Mofang Notes

Sep 25, 2026 · Artificial Intelligence

From Prompt Engineering to Graph Engineering: The Evolution of AI App Development Paradigms

The article outlines five engineering disciplines—Prompt, Context, Harness, Loop, and Graph Engineering—that progressively address the challenges of building reliable LLM applications, from crafting effective prompts to managing complex task execution graphs with state, tools, and human-in-the-loop controls.