Specification Engineering: The Next Critical Skill Beyond Prompt Engineering

Over the past two years, people have gotten better at squeezing quality results out of large language models by writing clearer prompts: adding context, defining roles, including examples, specifying output formats, and constantly iterating. These techniques still work. But as AI moves beyond chatbots into coding agents, research assistants, data science tools, and automated workflows, good…