Advanced Code Quality Metrics: Evaluating & Refactoring AI-Generated Code, ChatGPT,GitHub & LLMs

SystemDR - Scalable System Design
リアクション
2026年08月01日
Website Link: systemdrd.com
AI coding assistants like ChatGPT, Claude, Gemini, and GitHub Copilot can generate functional code quickly, but ensuring its quality requires systematic evaluation. In this video, you'll learn how to measure and improve AI-generated code using advanced code quality metrics and professional refactoring techniques. We cover code complexity (Cyclomatic Complexity), Maintainability Index, Code Smells, Static Code Analysis, SOLID Principles, Clean Code, Refactoring, Unit Testing, Code Coverage, SonarQube, ESLint, Pylint, Ruff, Prompt Engineering, LLM Output Validation, AI Code Review, Software Engineering Best Practices, CI/CD, and Production-Ready Development with practical examples. Whether you're a software engineer, AI developer, Python programmer, DevOps engineer, or engineering manager, this tutorial will help you identify hidden issues, improve maintainability, optimize performance, and confidently deploy high-quality AI-assisted code.
#aiprogramming #chatgpt #codequality #softwareengineering #githubcopilot