Prompt-Driven Development: Building a Spring Boot API with GitHub Copilot, TDD, and Human Review

📰 Medium · AI

Learn to build a Spring Boot API using Prompt-Driven Development with GitHub Copilot, TDD, and human review to ensure AI-generated code meets engineering standards

intermediate Published 23 Jun 2026
Action Steps
  1. Plan the API endpoints and functionality using prompt-driven development
  2. Implement the API using GitHub Copilot and Test-Driven Development (TDD)
  3. Review the generated code to ensure it meets engineering standards
  4. Refactor the code based on human review and feedback
  5. Test the API using TDD to ensure it works as expected
Who Needs to Know This

Developers and engineering teams can benefit from this approach to ensure AI-generated code is aligned with engineering standards and best practices

Key Insight

💡 Combining AI-generated code with human review and TDD ensures that the final product meets engineering standards and is reliable

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💡 Use Prompt-Driven Development with GitHub Copilot, TDD, and human review to build high-quality Spring Boot APIs

Key Takeaways

Learn to build a Spring Boot API using Prompt-Driven Development with GitHub Copilot, TDD, and human review to ensure AI-generated code meets engineering standards

Full Article

How I use planning, implementation reviews, and Test-Driven Development to keep AI-generated code aligned with engineering standards. Continue reading on Medium »
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