From NER to Agents: Does Automated Prompt Engineering Scale to Complex Tasks?

Crafting good system prompts is one of the trickiest parts of working with language models — especially when you’re dealing with complex, multi-step tasks. Doing it manually doesn’t scale, and the results are often hit-or-miss.