Researchers Propose Collaborative Coding Culture Guidelines
Authors Zuckerman et al. publish 'Ten simple rules for building a collaborative coding culture' in PLoS Computational Biology on Feb 23, 2026, synthesizing interviews with more than 25 researchers to produce ten concrete recommendations for lab leaders. The paper advocates practices such as coding office hours, code review processes, clear learning objectives, inclusive pedagogy, and discussions on generative AI to improve reproducibility and trainee skill development.
Key Points
- 1Recommend ten concrete lab practices based on interviews with over 25 researchers.
- 2Highlight reproducibility risks from isolated coding and benefits of shared workflows and code review.
- 3Advise implementable actions: office hours, code reviews, learning objectives, inclusive pedagogy, AI discussion.
Scoring Rationale
Practical, peer-reviewed lab practices raise reproducibility and training value; limited novelty beyond established best practices.
Sources
Public references used for this report.
Practice interview problems based on real data
1,625 SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems
