Aymeric Stamm authored and delivered a new blog post for the ropensci/roweb3 repository, focusing on reproducible research and open science within the Computo journal. Drawing on technical writing, statistics, and machine learning expertise, Aymeric structured the content in Markdown and YAML to ensure clarity and accessibility. The post detailed the journal’s approach to transparency in statistical and machine learning research, including author profiles to enhance credibility. This work expanded the project’s content portfolio and provided readers with a clear understanding of open science practices. The contribution demonstrated depth in content creation and reinforced trust in reproducible research initiatives.