Education Hub for Generative AI

Tag: LLM technical debt

Refactoring AI-Generated Codebases: A Step-By-Step Architecture Rescue Plan 13 July 2026

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

A step-by-step guide to rescuing AI-generated codebases. Learn how to identify technical debt, build safety nets with tests, and refactor safely using static analysis and human oversight.

Susannah Greenwood 8 Comments

About

Cloud Architecture & DevOps

Latest Stories

Prompting as Programming: How Natural Language Became the Interface for LLMs

Prompting as Programming: How Natural Language Became the Interface for LLMs

Categories

Featured Posts

LLM Agent Cost Control: Optimizing Tool Calls, Context Windows & Think Tokens

LLM Agent Cost Control: Optimizing Tool Calls, Context Windows & Think Tokens

Math-Specialized LLMs vs General Models: Accuracy, Cost, and When to Use Each

Math-Specialized LLMs vs General Models: Accuracy, Cost, and When to Use Each

Version Control with AI: Managing AI-Generated Commits and Diffs in 2026

Version Control with AI: Managing AI-Generated Commits and Diffs in 2026

Audio Generation in Generative AI: Speech, Music, and Sound Effects Explained

Audio Generation in Generative AI: Speech, Music, and Sound Effects Explained

Data Extraction Prompts in Generative AI: Structuring Outputs into JSON and Tables

Data Extraction Prompts in Generative AI: Structuring Outputs into JSON and Tables