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

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Learn how 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 requirements using a prompt-driven approach
  2. Implement the API using GitHub Copilot and Test-Driven Development (TDD)
  3. Review and refine the generated code through human review and feedback
  4. Configure and test the API to ensure it meets engineering standards
  5. Apply TDD principles to catch and fix errors in the AI-generated code
Who Needs to Know This

Developers and engineers on a team can benefit from this approach to ensure AI-generated code is reliable and maintainable, and to improve collaboration between humans and AI tools

Key Insight

💡 Combining AI-generated code with human review and TDD ensures high-quality and maintainable code

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🚀 Build reliable Spring Boot APIs with Prompt-Driven Development, GitHub Copilot, TDD, and human review! 💻

Key Takeaways

Learn how 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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