Prompt Engineering Is Dead. Context Engineering Is Dying. What Comes Next Changes Everything
Automated Workflow Architecture with LLMs is the next evolution beyond both prompt and context engineering. As AI models like GPT-4.5, Claude 3, and Gemini exhibit agent-like capabilities, the focus has shifted from crafting individual prompts or curating static context to designing autonomous, multi-step workflows. This new paradigm—often called AI orchestration or automated workflow architecture—involves building systems where AI agents collaborate to …