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code comprehension

3 articles on code comprehension.

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Why AI Gets Your Own Codebase Wrong
September 4, 2026

Why AI Gets Your Own Codebase Wrong

Your assistant is excellent at code it has never seen and unreliable about code you wrote yourself. The cause is structural: the distance between the way you asked and the form the tool can compute over.

AI contextcode comprehensionsemantic distance
Ask Questions, Not Queries
August 27, 2026

Ask Questions, Not Queries

Most engineers talk to AI the way they talk to a search box, and lose answers they could be getting today. Six question patterns worth copying, and how to tell a good answer from a fluent one.

AI promptingcode comprehensiondeveloper productivity
The Comprehension Economy
August 22, 2026

The Comprehension Economy

Developers spend 58% to 70% of their time understanding code, not writing it. The industry spent three years optimising the smaller half — and increased the load on the constraint.

code comprehensiontechnical debtengineering leadership