Why is Prompt design for LLM applications important in production AI systems?

Good prompts improve consistency and reduce ambiguity before teams add more complex orchestration or fine-tuning. Its importance should be evaluated against concrete quality attributes such as reliability, maintainability, security, scalability, performance, and operational complexity rather than treated as an abstract rule.