Many developers now agree that AI tools like ChatGPT or GitHub Copilot are helpful assistants, but they are not a magic wand that replaces experienced programmers. Instead, AI works best when treated like an intern—someone who needs clear instructions and guidance. This shift means developers need to become better managers of AI, crafting precise specifications










