You check AI-generated code for best practices by treating it like a draft from a lightning-fast, slightly overconfident intern. You trust its speed, but you never trust it blindly. Instead, you run every snippet through a structured, four-phase audit that…
You didn’t fail, and the AI didn’t fail either, the prompt just wasn’t clear enough. When you ask for a list and get a wall of text, or you want a technical breakdown and receive something that sounds like a…
You can guide an AI to fix its own bugs by treating it like a junior engineer sitting at a REPL, following clear steps instead of guessing. When you give it tightly scoped context, short feedback cycles, and prompts that…
You fix AI coding errors by turning every failure into input for the next attempt, instead of treating each bug as a fresh disaster. When the model outputs broken code, you don’t just patch it quietly, you feed the exact…
AI-generated code will break, leak, or fail in production if no human ever checks it first. Not because AI is useless, but because it’s doing something narrower than we wish it did. It’s a powerful autocomplete, not a teammate that…
