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The project's aim is to provide a community-supported, production-grade enterprise operating system. Rocky Linux, along with Red Hat Enterprise Linux and SUSE Linux Enterprise, has become popular for enterprise operating system use.
The first release candidate version of Rocky Linux was released on April 30, 2021, and its first general availability version was released on June 21, 2021. Rocky Linux 8 will be supported through May 2029.
On December 8, 2020, Red Hat announced that they would discontinue development of CentOS, which had been a production-ready downstream version of Red Hat Enterprise Linux, in favor of a newer upstream development variant of that operating system known as "CentOS Stream". In response, original founder of CentOS, Gregory Kurtzer, announced that he would again start a project to achieve the original goals of CentOS. Its name was chosen as a tribute to early CentOS co-founder Rocky McGaugh. By December 12, the code repository of Rocky Linux had become the top-trending repository on GitHub.
On December 22, 2020, Rocky Linux community manager Jordan Pisaniello announced that the target for an initial release was anywhere between March and May of 2021. On January 20, 2021, it was announced that a test repository would be made available to the public by the end of February, and a release candidate was on target for the end of March 2021. However, that date was slightly pushed back, and on April 30, 2021, the first release candidate was officially released. The second release candidate, of version 8.4, the last before the stable release, was released on June 4, 2021. On June 21, 2021, the stable release of Rocky Linux 8.4 was released, with the code name "Green Obsidian".
Some of the ISO images released by the Rocky Enterprise Software Foundation have no direct upstream equivalents. They are created for specific purposes, such as for providing a live bootable image, or for providing a reduced-size installation medium.