False fixes usually start with missing context

A practical question about which missing context most often causes speculative bug fixes.

In API and CLI bugs, the missing context is often not the stack trace. It is role, workspace state, config, working directory, version, or sequence of steps. I am curious which missing field most often causes false fixes in your debugging notes.