Automated Testing

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Explore the challenges and emerging strategies for shipping AI-generated code without traditional human review, from skepticism to practical rapid prototyping workflows. Learn how to balance development speed with code quality and maintainability in an AI-driven era.

Explore what 'bad quality code' means when generated by LLMs and discover practical strategies to ensure consistency, maintainability, and architectural integrity in your AI-assisted development workflow.

Explore diverse definitions of legacy code, from its practical challenges like missing tests and lost knowledge to actionable strategies for working effectively with older codebases.