Using Claude to code exposes a hidden knowledge gap
A middle manager began using to create small Python and PowerShell programs, then copied the results into VS Code. The early output was usually close but still needed manual changes before it worked.
Claude now handles nearly requested, including and Docker tasks, with little apparent correction. Senior leaders at the company have consequently come to view the manager as highly skilled with technology.
Important work is passed to the development team for cleanup and review, but there is persistent fear of being unable to answer questions about how it works. This creates a conflict between learning the underlying technology, relying on a tool that already produces results, and wondering whether that reliance amounts to cheating.
Key points
- produced Python and PowerShell programs that needed manual fixes.
- Claude now completes and Docker work with much less apparent correction.
- The output has led senior leaders to overestimate the manager's technical knowledge.
- The development team cleans up and reviews important work.
- The main concern is being unable to explain how the generated work functions.