This is great. Asking questions of library code is a big pattern of mine too.
Here's an example I saw on twitter. Asking an LLM to document a protocol from the codebase:
https://ampcode.com/threads/T-f02e59f8-e474-493d-9558-11fddf...
Do you think you will be able to capture any of this extra value? I think I'm faster at coding, but the overall corporate project timeline feels about the same. I feel more relaxed and confident that the work can be done. Not sure how to get a raise out of this.
For me, as a remote developer, it means I'm able to finish my work in 1 hour instead of 8 hours. So I'm able to capture "extra value" in the form of time. In our team everyone uses GitHub Copilot and I use Claude Code. My teammates' productivity increased slightly but my productivity increased a lot. This is because 1. Claude Code is just a better coding agent 2. I invested time to get good at agentic coding. Eventually Copilot will catch up and management will realize that now 1 developer can do what previously would take a whole team.