AI prompting as an engineering discipline not a magic trick Here’s a blog post tailored for frontend developers, focusing on treating AI prompting as an engineering discipline. Prompt Engineering Is Just Engineering Frontend developers are used to thinking in systems: components, state, predictable outputs. But when it comes to AI tools, many still treat prompting like a one-off interaction-something closer to “asking nicely” than designing behavior. That mindset is holding teams back. Prompting, especially in production workflows, benefits from the same rigor as any other part of the stack. When you start treating prompts as structured, versioned, and testable artifacts, they become reliable building blocks instead of fragile magic spells. From Guesswork to Structure A vague prompt produces vague results. A structured prompt produces consistent ones.…