Developer performance improvement from automation at work

Teams and developers who use automation to write and deploy code perform 27% better in open source and 43% better at work.

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APA

GitHub. (2021). The 2021 State of the Octoverse. Retrieved September 15, 2026, from https://github.blog/news-insights/octoverse/the-2021-state-of-the-octoverse/. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ5W

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MLA

GitHub. "The 2021 State of the Octoverse." 2021, https://github.blog/news-insights/octoverse/the-2021-state-of-the-octoverse/. Accessed 15 Sept. 2026 via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ5W.

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Chicago

GitHub. "The 2021 State of the Octoverse." 2021. https://github.blog/news-insights/octoverse/the-2021-state-of-the-octoverse/. Accessed September 15, 2026. Cited from StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ5W.

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BibTeX

@misc{github2021developer50cq5w, author = {{GitHub}}, title = {The 2021 State of the Octoverse}, year = {2021}, howpublished = {StatOrigin, https://statorigin.org}, url = {https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ5W}, note = {Original source: https://github.blog/news-insights/octoverse/the-2021-state-of-the-octoverse/. Accessed September 15, 2026.} }

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Record last modified 15 September 2026. Value type: actual. Update cadence: annual. This page is permanently addressable at statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ5W.