Case study of 18,020 Kubernetes PRs shows label-diff congruence is prevalent and stable, with higher congruence linked to fewer review participants among core developers and more among one-time contributors.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Connectors consistently raise organizational coupling in microservices, with multiple roles in one developer amplifying the effect, while Jacks and Mavens show more localized influence, indicating coupling is role-driven rather than purely structural.
citing papers explorer
-
Efficiency for Experts, Visibility for Newcomers: A Case Study of Label-Code Alignment in Kubernetes
Case study of 18,020 Kubernetes PRs shows label-diff congruence is prevalent and stable, with higher congruence linked to fewer review participants among core developers and more among one-time contributors.
-
Key Developer Roles and Organizational Coupling in Microservices: A Longitudinal Analysis
Connectors consistently raise organizational coupling in microservices, with multiple roles in one developer amplifying the effect, while Jacks and Mavens show more localized influence, indicating coupling is role-driven rather than purely structural.