Consider Test-driven development (TDD)

With TDD, you write the test before the code. Ask AI to first write a test that describes the expected behavior, then write the code that makes it pass. This forces clarity about what you are building and results in cleaner, more reliable code.

Visit the following resources to learn more:

• @article@TDD in the Age of Vibe Coding: Pairing Red-Green-Refactor with AI
• @video@Claude Code Agents TDD Vibe Coding Test + Research