Using Claude for code can make developers doubt their skills
A junior software developer in Germany has worked for nearly two years, mainly using C# for server work, Next.js and Angular for s, and Python for personal automation. When training began, were still new, so most code was written by hand and each part was easier to explain. Now Claude is often the starting point for classes, unit tests, code cleanup, and even whole features.
This makes the finished code harder to follow and understand. The daily work still includes deployments, pipelines, containers, and the surrounding . Several internal tools and services have been built, including a ticket and tracking system, shared backend services, app monitoring, and an internal AI knowledge system with chat for customers.
Even with that real work, writing less code by hand creates a fear of slowly forgetting how to program.
Key points
- A developer with about two years of experience uses Claude for regular coding work.
- Claude often starts classes, unit tests, , and full feature drafts.
- Writing less code by hand can make the final code harder to understand.
- The work still includes deployments, pipelines, containers, and .
- The deeper concern is whether heavy AI use weakens core programming skill over time.