{"id":223788,"date":"2026-02-19T14:00:00","date_gmt":"2026-02-19T14:00:00","guid":{"rendered":"https:\/\/entertainment.runfyers.com\/index.php\/2026\/02\/19\/for-open-source-programs-ai-coding-tools-are-a-mixed-blessing-techcrunch\/"},"modified":"2026-02-19T14:00:00","modified_gmt":"2026-02-19T14:00:00","slug":"for-open-source-programs-ai-coding-tools-are-a-mixed-blessing-techcrunch","status":"publish","type":"post","link":"https:\/\/entertainment.runfyers.com\/index.php\/2026\/02\/19\/for-open-source-programs-ai-coding-tools-are-a-mixed-blessing-techcrunch\/","title":{"rendered":"For open-source programs, AI coding tools are a mixed blessing | TechCrunch"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p id=\"speakable-summary\" class=\"wp-block-paragraph\">A world that runs on increasingly powerful AI coding tools is one where software creation is cheap \u2014 or so the thinking goes \u2014 leaving little room for traditional software companies. <a rel=\"nofollow noopener\" href=\"https:\/\/www.forrester.com\/blogs\/saas-as-we-know-it-is-dead-how-to-survive-the-saas-pocalypse\/\" target=\"_blank\">As one analyst report<\/a> put it, \u201cvibe coding will allow startups to replicate the features of complex SaaS platforms.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Cue the hand-wringing and declarations that software companies are doomed. <\/p>\n<p class=\"wp-block-paragraph\">Open-source software projects that use agents to paper over long-standing resource constraints should logically be among the first to benefit from the era of cheap code. But that equation just doesn\u2019t quite stick. In practice, the impact of AI coding tools on open source software has been far more mixed.<\/p>\n<p class=\"wp-block-paragraph\">AI coding tools have caused as many problems as they have solved, according to industry experts. The easy-to-use and accessible nature of AI coding tools has enabled a flood of bad code that threatens to overwhelm projects. Building new features is easier than ever, but maintaining them is just as hard and threatens to further fragment software ecosystems. <\/p>\n<p class=\"wp-block-paragraph\">The result is a more complicated story than simple software abundance. Perhaps, the predicted, imminent death of the software engineer in this new AI era is premature. <\/p>\n<h2 class=\"wp-block-heading\" id=\"h-quality-vs-quantity\">Quality vs quantity<\/h2>\n<p class=\"wp-block-paragraph\">Across the board, projects with open codebases are noticing a decline in the average quality of submissions, likely a result of AI tools lowering barriers to entry. <\/p>\n<p class=\"wp-block-paragraph\">\u201cFor people who are junior to the VLC codebase, the quality of the merge requests we see is abysmal,\u201d Jean-Baptiste Kempf, the CEO of the VideoLan Organization that oversees VLC, said in a recent interview. <\/p>\n<div class=\"wp-block-techcrunch-inline-cta\">\n<div class=\"inline-cta__wrapper\">\n<p>Techcrunch event<\/p>\n<div class=\"inline-cta__content\">\n<p>\n\t\t\t\t\t\t\t\t\t<span class=\"inline-cta__location\">Boston, MA<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"inline-cta__separator\">|<\/span><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"inline-cta__date\">June 23, 2026<\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p class=\"wp-block-paragraph\">Kempf is still optimistic about AI coding tools overall but says they\u2019re best \u201cfor experienced developers.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">There have been similar problems at Blender, a 3D modeling tool that has been maintained as open source since 2002. Blender Foundation CEO Franceso Siddi said LLM-assisted contributions typically \u201cwasted reviewers\u2019 time and affected their motivation.\u201d Blender is still developing an official policy for AI coding tools, but Siddi said they are \u201cneither mandated nor recommended for contributors or core developers.\u201d<\/p>\n<p class=\"wp-block-paragraph\">The flood of merge requests has gotten so bad that open-source developers are building new tools to manage it. <\/p>\n<p class=\"wp-block-paragraph\">Earlier this month, developer Mitchell Hashimoto launched a system that would limit GitHub contributions to \u201cvouched\u201d users, effectively closing the open-door policy for open-source software. As Hashimoto put it in the announcement, \u201cAI eliminated the natural barrier to entry that let OSS projects trust by default.\u201d<\/p>\n<p class=\"wp-block-paragraph\">The same effect has emerged in bug bounty programs, which give outside researchers an open door to report security vulnerabilities. The open-source data transfer program cURL recently <a rel=\"nofollow noopener\" href=\"https:\/\/thenewstack.io\/curls-daniel-stenberg-ai-is-ddosing-open-source-and-fixing-its-bugs\/\" target=\"_blank\">halted its bug bounty program<\/a> after being overwhelmed by what creator Daniel Stenberg described as \u201cAI slop.\u201d<\/p>\n<p class=\"wp-block-paragraph\">\u201cIn the old days, someone actually invested a lot of time [in] the security report,\u201d Stenberg said at a recent conference. \u201cThere was a built-in friction, but now there\u2019s no effort at all in doing this. The floodgates are open.\u201d<\/p>\n<p class=\"wp-block-paragraph\">It\u2019s particularly frustrating because many of open-source projects are also seeing the benefits of AI coding tools. Kempf says it\u2019s made building new modules for VLC far easier, provided there\u2019s an experienced developer at the helm. <\/p>\n<p class=\"wp-block-paragraph\">\u201cYou can give the model the whole codebase of VLC and say, \u2018I\u2019m porting this to a new operating system,\u2019\u201d Kempf said. \u201cIt is useful for senior people to write new code, but it\u2019s difficult to manage for people who don\u2019t know what they\u2019re doing.\u201d<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-competing-priorities\">Competing priorities<\/h2>\n<p class=\"wp-block-paragraph\">The bigger problem for open-source projects is a difference in priorities. Companies like Meta value new code and products, while open-source software work focuses more on stability. <\/p>\n<p class=\"wp-block-paragraph\">\u201cThe problem is different from large companies to open-source projects,\u201d Kempf commented. \u201cThey get promoted for writing code, not maintaining it.\u201d<\/p>\n<p class=\"wp-block-paragraph\">AI coding tools are also arriving at a moment when software, in general, is particularly fragmented. <\/p>\n<p class=\"wp-block-paragraph\">Open Source Index founder Konstantin Vinogradov, who recently launched an endowment to maintain open-source infrastructure, said AI tools are running into a long-standing trend in open-source engineering. <\/p>\n<p class=\"wp-block-paragraph\">\u201cOn the one hand, we have exponentially growing code base with exponentially growing number of interdependences, And on the other hand, we have number of active maintainers, which is maybe slowly growing, but definitely not keeping up,\u201d Vinogradov said. \u201cWith AI, both parts of this equation accelerated.\u201d<\/p>\n<p class=\"wp-block-paragraph\">It\u2019s a new way of thinking about AI\u2019s impact on software engineering \u2014 one with alarming implications for the industry at large. <\/p>\n<p class=\"wp-block-paragraph\">If you see engineering as the process of producing working software, AI coding makes it easier than ever. But if engineering is really the process of managing software complexity, AI coding tools could make it harder. At the very least, it will take a lot of active planning and work to keep the sprawling complexity in check.<\/p>\n<p class=\"wp-block-paragraph\">For Vinogradov, the result is a familiar situation for open-source projects: a lot of work to do, and not enough good engineers to do it. <\/p>\n<p class=\"wp-block-paragraph\">\u201cAI does not increase the number of active, skilled maintainers,\u201d he remarked. \u201cIt empowers the good ones, but all the fundamental problems just remain.\u201d<\/p>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/techcrunch.com\/2026\/02\/19\/for-open-source-programs-ai-coding-tools-are-a-mixed-blessing\/\" target=\"_blank\" rel=\"noopener\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A world that runs on increasingly powerful AI coding tools is one where software creation is cheap \u2014 or so the thinking goes \u2014 leaving little room for traditional software companies. As one analyst report put it, \u201cvibe coding will allow startups to replicate the features of complex SaaS platforms.\u201d Cue the hand-wringing and declarations [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":223789,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":{"0":"post-223788","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tech"},"_links":{"self":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts\/223788","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/comments?post=223788"}],"version-history":[{"count":0,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts\/223788\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/media\/223789"}],"wp:attachment":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/media?parent=223788"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/categories?post=223788"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/tags?post=223788"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}