Tag: technical debt

16Jul

Refactoring AI-Generated Codebases: A Step-By-Step Architecture Rescue Plan

Posted by JAMIUL ISLAM 0 Comments

A practical guide to rescuing architectures built by LLMs. Learn how to use static analysis, characterization tests, and theme-based refactoring to eliminate technical debt and restore reliability to AI-generated codebases.

26Jan

When to Rewrite AI-Generated Modules Instead of Refactoring

Posted by JAMIUL ISLAM 8 Comments

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.