Scale exposes weaknesses quickly. Generative AI software development prepares systems for that reality early. One user is forgiving. Thousands are not. Short prompts multiply. Edge cases appear. I’ve seen solutions perform beautifully in isolation and struggle under load. Engineering solves that by shaping how models respond as usage grows. Performance stays predictable. Behavior stay... https://medium.com/@arunsinghh011/generative-ai-in-software-development-and-the-shift-from-writing-code-to-shaping-systems-823bac25e4d6?postPublishedType=initial