# ​Comprehension Debt: How AI Is Re-Creating The Legacy Code Problem In Months

> Source: <https://www.machinebrief.com/news/comprehension-debt-how-ai-is-re-creating-the-legacy-code-pro-xrby>
> Published: 2026-07-08 14:00:00+00:00

# Comprehension Debt: How AI Is Re-Creating The Legacy Code Problem In Months

By Kevin Cushnie, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)None of these signals appear on dashboards. All are visible to anyone close enough to the work to notice them. That is the practitioner's structural advantage in the AI era.

None of these signals appear on dashboards. All are visible to anyone close enough to the work to notice them. That is the practitioner's structural advantage in the AI era.

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