How Generative and Agentic AI Shift Concern from Technical Debt to Cognitive Debt
The term technical debt is often used to refer to the accumulation of design or implementation choices that later make the software harder and more costly to understand, modify, or extend over time...
How Generative and Agentic AI Shift Concern from Technical Debt to Cognitive Debt Blog Logo on 09 Feb 2026 read The term technical debt is often used to refer to the accumulation of design or implementation choices that later make the software harder and more costly to understand, modify, or extend over time. Technical debt nicely captures that “human understanding” also matters, but the words “technical debt” conjure up the notion that the accrued debt is a property of the code and effort needs to be spent on removing that debt from code. Cognitive debt , a term gaining traction recently, ins
related reading
- How Generative and Agentic AI Shift Concern from Technical Debt to Cognitive Debtsimonwillison.net
- [2603.22106] From Technical Debt to Cognitive and Intent Debt: Rethinking Software Health in the Age of AIarxiv.org
- Cognitive load is what mattersminds.md
- Society's Technical Debt and Software's Gutenberg Momentskventures.substack.com
- AI is removing the middle class of software engineeringblog.florianherrengt.com
- Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wildalphaxiv.org
- Managing technical debt at an agile companyvadimkravcenko.com
- Technical Debt | Glossary | ProductPlanproductplan.com
- Agentic Coding is a Trap | Lars Fayelarsfaye.com
- Technical debt - Wikipediaen.wikipedia.org
- Prevent cognitive debt by manually retyping LLM-generated code — Ankur Sethi's Lab Notebookankursethi.com
- claude code is not making your product betterethanding.substack.com