Software expert Florian Herrengt warned that excessive use of generative AI tools in software development creates 'cognitive debt' that makes teams unable to understand their systems, threatening project stability in enterprises.

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Warning on 'Cognitive Debt': How Generative AI Tools Threaten Software Engineering in Enterprises

Introduction

FAQ

What is 'cognitive debt' in programming?

It's the accumulation of AI-generated code without full developer understanding, making systems complex and unmaintainable.

How does this affect companies in the Middle East?

It can increase maintenance costs and delay critical projects, especially in sectors relying on system stability like banking and energy.

Should teams stop using AI tools?

No, but they should implement policies ensuring code review and understanding, and train teams to verify outputs.

Source: Simon Willison (LLM & tools)

AI-assisted content, human-reviewed.