VAHU: Visionary AI & Human Understanding

Tag: AI code quality

8Jun

Human Feedback in the Loop: How to Score and Refine AI Code Iterations

Posted by JAMIUL ISLAM — 5 Comments
Human Feedback in the Loop: How to Score and Refine AI Code Iterations

Learn how Human Feedback in the Loop (HFIL) transforms AI coding. Discover scoring strategies, tool comparisons, and implementation steps to reduce bugs by 37% and boost code quality.

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26Jan

When to Rewrite AI-Generated Modules Instead of Refactoring

Posted by JAMIUL ISLAM — 8 Comments
When to Rewrite AI-Generated Modules Instead of Refactoring

AI-generated code often works-but not well. Learn when to rewrite instead of refactoring to avoid technical debt, security risks, and wasted effort. Data-driven guidelines for smarter decisions.

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vibe coding generative AI large language models prompt engineering LLM security transformer architecture AI compliance Large Language Models LLM efficiency prompt injection AI hallucinations LLM evaluation developer productivity LLM training GitHub Copilot AI security LLM reasoning multimodal AI AI-assisted development AI development
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