I find Claude Code works best when given a highly specific and scoped tasks. Even then sometimes you'll need to course correct it once you notice its going off course.

Basically a good multiplier, and an assistant for mudane task, but not a replacement. Still requires the user to have good understanding about the codebase.

Writing summary changes for commit logs is amazing however, if you're required to.