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Software Engineering Radio - the podcast for professional software developers

SE Radio 603: Rishi Singh on Using GenAI for Test Code Generation

Apr 1, 2024
49:02
Snipd AI
Rishi Singh, founder and CEO at Sapient.ai, discusses using generative AI for test code generation. They explore the capabilities and limitations of current language models, improving quality of generated tests, and validating generated tests. They also discuss code complexity, language support, and the relationship between TDD and AI test code generation.
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Podcast summary created with Snipd AI

Quick takeaways

  • Generative AI can automate test code generation, improving productivity and code quality.
  • AI-assisted tools like CIP.AI aim to cover the entire QA spectrum and increase developer productivity.

Deep dives

The evolution of software testing methodologies

Software testing has evolved alongside the development of software itself. In the past, testing was a significant stage in the waterfall model of software development. However, as the software development landscape has changed, so has the approach to testing. The core purpose of testing remains the same - to assess product quality and ensure a positive user experience. Functional and non-functional testing are still essential, but the way they are tackled has changed. Testing requirements are broken down into unit testing, integration testing, and end-to-end testing. Test cases are optimized to minimize test code liability and overall maintenance. Additionally, test cases are strategically crafted to ensure comprehensive coverage while minimizing code sprawl.

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