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For years, the benefits of open source code development have been self-evident to the software development community: Transparency leads to collaboration, and collaboration leads to better and more secure code. The scientific community is just starting to understand these benefits. The growing open science movement is using these same lessons to make the scientific process more transparent, so that research findings will be more reproducible. In order to realize the benefits of open science, we must use a wide set of research tools to enable transparency, which will lead to increased discoverability, reuse, and collaboration...