Scaffolded Test-First Prompting: Get Correct Code From the First Run

Scaffolded Test-First Prompting is a workflow where you ask an AI coding assistant to write a failing test before requesting the implementation, turning vague requests into executable contracts. This approach reduces common AI coding failures by forcing specification of expected behavior upfront, keeping scope small, and making correctness verifiable through runnable tests.