Scrubbing tokens from source code is not enough, as shown by the publishing of a Python Software Foundation access token with administrator privileges to a container image on Docker Hub.

This overhead increases sharply with more structured or technical content: for mathematical equations, the overhead stands at 21%, and for Python code, Claude generates 30% more tokens.