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The New Stack
The New Stack
5/12/2026
Are AI coding tools creating debugging skill gaps among junior developers?

Are AI coding tools creating debugging skill gaps among junior developers?

Original: AI is creating a generation of developers who can’t debug their own code

Short summary

The New Stack examines whether AI code generation tools are creating a skill gap among junior developers who can pass tests and code reviews without understanding the code they wrote, potentially impacting their ability to debug independently.

  • AI coding assistants may enable junior developers to write code without deeply understanding it
  • Tests and reviews can pass without revealing underlying comprehension gaps
  • Risk of diminished debugging skills as younger engineers rely more on AI

Generated with AI, which can make mistakes.

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