Signal-to-Noise in CI/CD: Managing Diagnostic Severity
A static analyzer is only as useful as its signal-to-noise ratio.
If a tool floods a CI/CD pipeline with hundreds of low-value notices, developers eventually stop paying attention. The result is predictable: triage becomes slower, dashboards become cluttered, and governance loses credibility.
This problem is not unique to documentation analysis. It exists across compilers, linters, security scanners, and code quality platforms. The challenge is always the same: surface actionable findings without overwhelming engineers with noise.
In Zenzic, documentation is treated as production code. The diagnostic engine therefore follows a strict severity taxonomy designed to separate enforcement from observability and ensure that every finding has a clear operational meaning.