Integration Testing for REST APIs

Sora Prompt for Creating E2E Tests

End-to-end (E2E) tests are essential for ensuring application reliability, but writing them remains time-consuming and repetitive. Sora, thanks to its advanced generation capabilities, makes it possible to automate the creation of complete E2E test scenarios in seconds. By formulating a precise prompt describing user journeys, expected interactions, and validation criteria, you obtain structured test suites covering nominal cases as well as edge cases. The prompt engineering approach applied to Sora transforms how QA and development teams approach test coverage. Instead of starting from a blank page, you describe the expected behavior of your application in natural language, and Sora generates the corresponding test code with appropriate assertions. This method significantly reduces the time needed to set up an E2E suite while maintaining a professional quality level. Whether you use Playwright, Cypress, or Selenium, the prompts presented here adapt to your technical stack and the complexity of your application.

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Protect APIs from abuse

GitHub Copilot Prompt for Creating a REST API

GitHub Copilot has become an essential assistant for developers looking to accelerate the creation of REST APIs. Thanks to its direct integration into the code editor, it understands the context of your project and generates structured code in real time. Whether you work with Node.js and Express, Python and FastAPI, or Java and Spring Boot, Copilot adapts to your tech stack to produce endpoints conforming to REST conventions. The main challenge lies in formulating the prompt: a well-structured prompt yields a complete API with data validation, error handling, authentication, and documentation. A vague prompt, on the other hand, will produce generic code requiring many adjustments. In this guide, we offer an optimized prompt that fully leverages GitHub Copilot's capabilities to generate a professional, testable, production-ready REST API. You will also discover variants adapted to your experience level as well as practical tips to get the most out of this tool on a daily basis.

GitHub Copilot Prompt for Creating E2E Tests

End-to-end (E2E) tests are essential for validating the overall functionality of an application, but writing them is often time-consuming and repetitive. GitHub Copilot, integrated directly into your code editor, can significantly speed up this process by generating comprehensive test scenarios from natural language descriptions. Whether you use Playwright, Cypress, or Selenium, Copilot understands the context of your project—components, routes, selectors—to produce realistic and maintainable tests. The challenge is to craft prompts precise enough to obtain tests that cover critical user journeys, handle wait states and assertions robustly, while respecting your testing framework's best practices. In this guide, you will find an optimized main prompt as well as variants adapted to your experience level to get the most out of GitHub Copilot in creating your E2E tests.