Code quality and technical debt

Dependency fan-in

Also known as Dependency fan-in, Dependency fan-in in software engineering

By WeavePublished 1 min read

Definition

The number of components that depend on a given component.

What it means

Dependency fan-in measures how many callers, modules, or services rely on one component. High fan-in can indicate a valuable shared abstraction, but it also increases the potential blast radius of a change. Interpret it with interface stability, ownership, test depth, and actual usage frequency rather than assuming that more consumers is automatically bad.

Example

A date utility is imported by nearly every service. Its fan-in makes a signature change expensive, so the team adds a compatibility layer and coordinates consumers before removing the old API.

Limitations

Static imports can overstate real runtime use, while dynamic calls can be missed. A widely used stable interface may be safer than a low-fan-in component with privileged access. Define whether generated and test-only consumers count.

How to use the signal

Weave can place high fan-in changes beside pull request size, review load, and rework. That helps teams prioritize coordination where the delivery evidence suggests risk, while dependency ownership remains in the repository tooling.

How this relates to Weave

Weave can place high fan-in changes beside pull request size, review load, and rework. That helps teams prioritize coordination where the delivery evidence suggests risk, while dependency ownership remains in the repository tooling.

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Sources and further reading

  1. SonarSource code metrics and analysis documentation