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Test-Driven Development Meets Large Language Models

Applying TDD principles to AI systems for reliability and maintainability

2/20/2025
10 min read
TDDLLMTesting

Test-Driven Development has been a cornerstone of reliable software engineering for decades. But how do we apply it to AI systems?

The TDD Challenge for AI

Unlike traditional software, AI systems are probabilistic. This requires a different approach to testing...

About the Author

Lalit Narayan Mishra is a Sr. Manager, Software Engineering and IEEE published researcher with 18+ years of experience in enterprise software engineering. He currently serves at Lowe's, leading initiatives in Agentic AI and modern software architecture.

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Lalit Narayan Mishra | Sr. Manager, Software Engineering & IEEE Researcher