code-review

The Tidyteam Code Review Principles guide provides a comprehensive framework for conducting effective code reviews across Posit’s open-source ecosystems, including tidyverse, tidymodels, and mlops. Designed as both a learning resource for new contributors and a reference for experienced developers, this guide establishes consistent standards for collaborative software development. Whether you’re reviewing pull requests or submitting your own contributions, these principles help teams maintain high-quality code while fostering a constructive and inclusive development culture.

The guide covers essential aspects of the code review workflow through nine core principles, including how to evaluate pull requests effectively, provide actionable feedback, manage review timelines, and resolve technical disagreements. It offers practical guidance for both reviewers and authors, from crafting focused pull requests to responding thoughtfully to feedback. With GitHub-specific best practices and integration with R development tools like the usethis::pr_*() functions, this resource streamlines the review process and helps data scientists and developers collaborate more efficiently on shared codebases.