Technical Debt Governance To R Language in SonarQube

Sonar is introducing native R support in SonarQube Cloud on August 31, 2026, and in SonarQube Server LTA 2026.5, extending centralized code-quality governance to R-based clinical, actuarial, risk, market research, and regulatory workflows. The capability analyzes R source files and embedded R Markdown code using 82 rules drawn from lintr and Sonar-developed checks, while also importing existing lintr findings into SonarQube’s centralized reporting and quality-gate processes. It adds secrets detection, code metrics, syntax highlighting, duplication analysis, and Cobertura test-coverage imports, integrating R with existing pull-request decoration, branch analysis, quality profiles, and CI enforcement. The release is aimed at platform, security, and compliance teams that need auditable, consistent controls over R code supporting consequential business and regulatory decisions.

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