Technical Debt Explained Complete Guide for AI Engineers

Cognitive debt: How AI-generated code erodes shared understanding in software teams

This article explores the concept of "cognitive debt" in AI-driven software development, arguing that as generative and agentic AI tools tak

How Organizational Culture and People Issues Create Technical Debt in Software Development

The article argues that most technical problems in software development are actually people problems, using a personal anecdote about a comp

Cognitive Debt: The Hidden Risk When AI-Assisted Coding Outpaces Human Comprehension

The article examines the phenomenon of 'cognitive debt' in software development, where AI-assisted coding tools enable engineers to produce

How operational debt threatens AI strategies and steps to build resilience

The article discusses how operational debt—accumulated from rushed AI deployments without proper resilience—threatens AI strategies. It cite

How operational debt threatens AI strategies and steps to build resilience

The article discusses how operational debt—accumulated from rushed AI deployments without proper resilience—threatens AI strategies. It cite

The Security Risk of Technical Debt and How to Manage It

Prompts as Technical Debt: Why AI Prompt Engineering Needs Software Engineering Rigor

The article argues that prompts used in AI systems (like LLMs) should be treated as technical debt, similar to code. Just as every line of c