{"id":377166,"date":"2026-04-13T10:10:13","date_gmt":"2026-04-13T10:10:13","guid":{"rendered":"https:\/\/www.newsbeep.com\/nz\/377166\/"},"modified":"2026-04-13T10:10:13","modified_gmt":"2026-04-13T10:10:13","slug":"ai-tools-may-be-why-linux-7-0s-rc-cycle-was-so-choppy-but-linus-just-shipped-it-anyway","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/nz\/377166\/","title":{"rendered":"AI tools may be why Linux 7.0&#8217;s RC cycle was so choppy, but Linus just shipped it anyway"},"content":{"rendered":"<p>                    Summary<\/p>\n<p>                                        AI tools likely exposed many tiny bugs during Linux 7.0 release candidates.<\/p>\n<p>                                        Most fixes were small and benign, so the final 7.0 release went ahead.<\/p>\n<p>                                        AI-driven bug hunts may yield steadier kernels but could overwhelm developers.<\/p>\n<p>Linux 7.0 didn&#8217;t have the smoothest of release candidate phases. Linus reported that some of the early builds had some of the biggest numbers of changes he had ever seen, and there was the ever-present chance of him deciding to push back Linux 7.0&#8217;s release to ensure everything was running smoothly. However, because Linus noted that the majority of the changes were small tweaks instead of huge fixes for system-critical issues, he forged ahead regardless.<\/p>\n<p>Now, Linus has a thought as to why Linux 7.0&#8217;s release candidates were so fix-heavy. In the Linux 7.0 release announcement, Linus states that he believes that AI tools are getting much better at spotting bugs in code, which was good for the health of the Linux kernel, but bad for his blood pressure.<\/p>\n<p>        <img width=\"440\" height=\"364\" loading=\"lazy\" decoding=\"async\" alt=\"linux-on-ps5-featured\" data-img-url=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/1776075012_728_linux-on-ps5-featured.jpg\" src=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/1776075012_728_linux-on-ps5-featured.jpg\"\/><\/p>\n<p>                    Related<\/p>\n<p>\t\t<a href=\"https:\/\/www.xda-developers.com\/linux-kernel-now-allows-ai-written-code\/\" title=\"The Linux kernel now allows AI-written code, but you&#039;re on the hook for it\" target=\"_blank\" rel=\"nofollow noopener\"><br \/>\n\t\t\tThe Linux kernel now allows AI-written code, but you&#8217;re on the hook for it<br \/>\n\t\t<\/a><\/p>\n<p class=\"display-card-excerpt\">Your AI-generated code is still your code.<\/p>\n<p>            Too much of a good thing?<\/p>\n<p>        <img width=\"1650\" height=\"1102\" loading=\"lazy\" decoding=\"async\" alt=\"A Linux laptop using DaVinci Resolve to edit a video\" data-img-url=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/davinci-resolve-on-linux.jpg\" src=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/davinci-resolve-on-linux.jpg\" class=\"img-brightness-opt-out\"\/><\/p>\n<p>You can check out the email Linus sent out over on the <a href=\"https:\/\/lore.kernel.org\/lkml\/CAHk-=wj2WqpPBwpAXo8bj_Hx-NxKMRVTVMUaQis7+Vm6XLRZiw@mail.gmail.com\/T\/#u\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">Lore Kernel website<\/a>. In it, Linus announces that he has given the go-ahead to launch Linux 7.0, even though the release candidates showed a higher-than-usual amount of fixes coming in, and     <a href=\"https:\/\/www.xda-developers.com\/linux-70-rc3-biggest-changes-recent-history\/\" target=\"_blank\" rel=\"nofollow noopener\">rc3 had some of the biggest changes to it in recent memory<\/a>. However, one recurring theme that we saw during the release candidates was that the fixes, while numerous, were only fixing small things, which is why Linus forged ahead with the planned release date.    <\/p>\n<p>So, how come Linux 7.0&#8217;s release candidates were buried under a mountain of tiny tweaks? Well, Linus himself has a theory. In the email, he explains what he believes is the cause:<\/p>\n<p>The last week of the release continued the same &#8220;lots of small fixes&#8221; trend, but it all really does seem pretty benign, so I&#8217;ve tagged the final 7.0 and pushed it out.<\/p>\n<p>I suspect it&#8217;s a lot of AI tool use that will keep finding corner cases for us for a while, so this may be the &#8220;new normal&#8221; at least for a while. Only time will tell.<\/p>\n<p>On the plus side, if AI is the true cause for the increase in bug fixes, we should see more stable and error-free Linux kernels in the future, as people&#8217;s AI assistants go over the code with a fine-tooth comb. On the negative side, we may see developers getting swamped with a ton of fixes these AI assistants are finding, and it may cause burnout. Here&#8217;s hoping the Linux community finds a nice middle ground between a polished kernel and handling the bigger volumes of bug reports.<\/p>\n<p>        <img width=\"440\" height=\"364\" loading=\"lazy\" decoding=\"async\" alt=\"A laptop running Linux Mint and showing theming options\" data-img-url=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/linux-mint-customization.jpg\" src=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2026\/04\/linux-mint-customization.jpg\"\/><\/p>\n<p>                    Related<\/p>\n<p>\t\t<a href=\"https:\/\/www.xda-developers.com\/linux-mint-may-publish-fewer-updates-a-year-but-thats-not-necessarily-a-bad-thing\/\" title=\"Linux Mint may publish fewer updates a year, but that&#039;s not necessarily a bad thing\" target=\"_blank\" rel=\"nofollow noopener\"><br \/>\n\t\t\tLinux Mint may publish fewer updates a year, but that&#8217;s not necessarily a bad thing<br \/>\n\t\t<\/a><\/p>\n<p class=\"display-card-excerpt\">Slow and steady wins the race.<\/p>\n","protected":false},"excerpt":{"rendered":"Summary AI tools likely exposed many tiny bugs during Linux 7.0 release candidates. Most fixes were small and&hellip;\n","protected":false},"author":2,"featured_media":353335,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[365,363,364,111,139,69,145],"class_list":["post-377166","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-new-zealand","tag-newzealand","tag-nz","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts\/377166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/comments?post=377166"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts\/377166\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/media\/353335"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/media?parent=377166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/categories?post=377166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/tags?post=377166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}