Breaking the doom-prompting loop with spec-driven development

Every developer using AI coding tools has experienced the loop. You prompt, the AI generates code, something isn't quite right, you prompt again, the AI breaks something else while fixing the first issue, you prompt again. An hour later you're deeper...