{"id":50255,"date":"2025-11-09T08:00:33","date_gmt":"2025-11-09T08:00:33","guid":{"rendered":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/"},"modified":"2025-11-09T08:00:33","modified_gmt":"2025-11-09T08:00:33","slug":"what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai","status":"publish","type":"post","link":"https:\/\/youzum.net\/de\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/","title":{"rendered":"What could possibly go wrong if an enterprise replaces all its engineers with AI?"},"content":{"rendered":"

AI coding, vibe coding<\/u><\/a> and agentic swarm<\/u><\/a> have made a dramatic and astonishing recent market entrance, with the AI Code Tools market valued at $4.8 billion and expected to grow at a 23% annual rate<\/u><\/a>.\u00a0 Enterprises are grappling with AI coding agents and what do about expensive human coders.\u00a0<\/p>\n

They don\u2019t lack for advice.\u00a0 OpenAI\u2019s CEO estimates that AI can perform over 50% of what human engineers can do<\/u><\/a>.\u00a0 Six months ago, Anthropic\u2019s CEO said that AI would write 90% of code<\/u><\/a> in six months.\u00a0 Meta\u2019s CEO said he believes AI will replace mid-level engineers \u201csoon.\u201d<\/u><\/a>\u00a0Judging by recent tech layoffs<\/u><\/a>, it seems many executives are embracing that advice.<\/p>\n

Software engineers and data scientists are among the most expensive salary lines at many companies, and business and technology leaders may be tempted to replace them with AI. However, recent high-profile failures demonstrate that engineers and their expertise remain valuable, even as AI continues to make impressive advances.<\/p>\n

SaaStr disaster<\/h2>\n

Jason Lemkin, a tech entrepreneur and founder of the SaaS community SaaStr, has been vibe coding<\/a> a SaaS networking app and live-tweeting his experience. About a week into his adventure, he admitted to his audience that something was going very wrong.\u00a0 The AI deleted his production database<\/u><\/a> despite his request for a \u201ccode and action freeze.\u201d This is the kind of mistake no experienced (or even semi-experienced) engineer would make.<\/p>\n

If you have ever worked in a professional coding environment<\/a>, you know to split your development environment from production. Junior engineers are given full access to the development environment (it\u2019s crucial for productivity), but access to production is given on a limited need-to-have basis to a few of the most trusted senior engineers. The reason for restricted access is precisely for this use case: To prevent a junior engineer from accidentally taking down production. <\/p>\n

In fact, Lemkin made two mistakes.\u00a0First: for something as critical as production, access to unreliable actors is just never granted (we don\u2019t rely on asking a junior engineer or AI nicely).\u00a0Second, he never separated development from production.\u00a0 In a subsequent public conversation on LinkedIn, Lemkin, who holds a Stanford Executive MBA and Berkeley JD, admitted that he was not aware of the best practice<\/u><\/a> of splitting development and production databases.<\/p>\n

The takeaway for business leaders is that standard software engineering best practices still apply. We should incorporate at least the same safety constraints for AI as we do for junior engineers. Arguably, we should go beyond that and treat AI slightly adversarially: There are reports that, like HAL in Stanley Kubrick’s 2001: A Space Odyssey<\/i>, the AI might try to break out of its sandbox environment<\/u><\/a> to accomplish a task. With more vibe coding, having experienced engineers who understand how complex software systems work and can implement the proper guardrails in development processes will become increasingly necessary.<\/p>\n

Tea hack<\/h2>\n

Sean Cook is the Founder and CEO of Tea, a mobile application launched in 2023, designed to help women date safely. In the summer of 2025, they were \u201chacked”: 72,000 images, including 13,000 verification photos and images of government IDs, were leaked onto the public discussion forum 4chan<\/u><\/a>. Worse, Tea\u2019s own privacy policy promises that these images would be “deleted immediately” after users were authenticated, meaning they potentially violated their own privacy policy<\/u><\/a>.<\/p>\n

I use \u201chacked\u201d in air-quotes because the incident stems less from the cleverness of the attackers than the ineptitude of the defenders. In addition to violating their own data policies, the app left a Firebase storage bucket unsecured, exposing sensiztive user data to the public internet<\/u><\/a>. It\u2019s the digital equivalent of locking your front door but leaving your back open with your family jewelry ostentatiously hanging on the doorknob.<\/p>\n

While we don\u2019t know if the root cause was vibe coding, the Tea hack highlights catastrophic breaches stemming from basic, preventable security errors due to poor development processes. It is the kind of vulnerability that a disciplined and thoughtful engineering process addresses. Unfortunately, the relentless push of financial pressures, where a \u201clean,\u201d \u201cmove fast and break things\u201d culture is the polar opposite, and vibe coding only exacerbates the problem.<\/p>\n

How to safely adopt AI coding agents?<\/h2>\n

So how should enterprise and technology leaders think about AI? First, this is not a call to abandon AI for coding.\u00a0 An MIT Sloan study<\/u><\/a> estimated AI leads to productivity gains between 8% and 39%, while a McKinsey study<\/u><\/a> found a 10% to 50% reduction in time to task completion with the use of AI.\u00a0<\/p>\n

However, we should be aware of the risks. The old lessons of software engineering don\u2019t go away. These include many tried-and-true best practices, such as version control, automated unit and integration tests, safety checks like SAST\/DAST, separating development and production environments, code review and secrets management. If anything, they become more salient.<\/p>\n

AI can generate code 100 times faster than humans can type, fostering an illusion of productivity that is a tempting siren call for many executives.\u00a0 However, the quality of the rapidly generated AI shlop is still up for debate.\u00a0To develop complex production systems, enterprises need the thoughtful, seasoned experience of human engineers.<\/p>\n

Tianhui Michael Li is president at Pragmatic Institute and the founder and president of The Data Incubator. <\/i><\/p>\n

Read more from our <\/i>guest writers<\/i><\/a>. Or, consider submitting a post of your own! See our <\/i>guidelines here<\/i><\/a>. <\/i><\/p>","protected":false},"excerpt":{"rendered":"

AI coding, vibe coding and agentic swarm have made a dramatic and astonishing recent market entrance, with the AI Code Tools market valued at $4.8 billion and expected to grow at a 23% annual rate.\u00a0 Enterprises are grappling with AI coding agents and what do about expensive human coders.\u00a0 They don\u2019t lack for advice.\u00a0 OpenAI\u2019s CEO estimates that AI can perform over 50% of what human engineers can do.\u00a0 Six months ago, Anthropic\u2019s CEO said that AI would write 90% of code in six months.\u00a0 Meta\u2019s CEO said he believes AI will replace mid-level engineers \u201csoon.\u201d\u00a0Judging by recent tech layoffs, it seems many executives are embracing that advice. Software engineers and data scientists are among the most expensive salary lines at many companies, and business and technology leaders may be tempted to replace them with AI. However, recent high-profile failures demonstrate that engineers and their expertise remain valuable, even as AI continues to make impressive advances. SaaStr disaster Jason Lemkin, a tech entrepreneur and founder of the SaaS community SaaStr, has been vibe coding a SaaS networking app and live-tweeting his experience. About a week into his adventure, he admitted to his audience that something was going very wrong.\u00a0 The AI deleted his production database despite his request for a \u201ccode and action freeze.\u201d This is the kind of mistake no experienced (or even semi-experienced) engineer would make. If you have ever worked in a professional coding environment, you know to split your development environment from production. Junior engineers are given full access to the development environment (it\u2019s crucial for productivity), but access to production is given on a limited need-to-have basis to a few of the most trusted senior engineers. The reason for restricted access is precisely for this use case: To prevent a junior engineer from accidentally taking down production. In fact, Lemkin made two mistakes.\u00a0First: for something as critical as production, access to unreliable actors is just never granted (we don\u2019t rely on asking a junior engineer or AI nicely).\u00a0Second, he never separated development from production.\u00a0 In a subsequent public conversation on LinkedIn, Lemkin, who holds a Stanford Executive MBA and Berkeley JD, admitted that he was not aware of the best practice of splitting development and production databases. The takeaway for business leaders is that standard software engineering best practices still apply. We should incorporate at least the same safety constraints for AI as we do for junior engineers. Arguably, we should go beyond that and treat AI slightly adversarially: There are reports that, like HAL in Stanley Kubrick’s 2001: A Space Odyssey, the AI might try to break out of its sandbox environment to accomplish a task. With more vibe coding, having experienced engineers who understand how complex software systems work and can implement the proper guardrails in development processes will become increasingly necessary. Tea hack Sean Cook is the Founder and CEO of Tea, a mobile application launched in 2023, designed to help women date safely. In the summer of 2025, they were \u201chacked”: 72,000 images, including 13,000 verification photos and images of government IDs, were leaked onto the public discussion forum 4chan. Worse, Tea\u2019s own privacy policy promises that these images would be “deleted immediately” after users were authenticated, meaning they potentially violated their own privacy policy. I use \u201chacked\u201d in air-quotes because the incident stems less from the cleverness of the attackers than the ineptitude of the defenders. In addition to violating their own data policies, the app left a Firebase storage bucket unsecured, exposing sensiztive user data to the public internet. It\u2019s the digital equivalent of locking your front door but leaving your back open with your family jewelry ostentatiously hanging on the doorknob. While we don\u2019t know if the root cause was vibe coding, the Tea hack highlights catastrophic breaches stemming from basic, preventable security errors due to poor development processes. It is the kind of vulnerability that a disciplined and thoughtful engineering process addresses. Unfortunately, the relentless push of financial pressures, where a \u201clean,\u201d \u201cmove fast and break things\u201d culture is the polar opposite, and vibe coding only exacerbates the problem. How to safely adopt AI coding agents? So how should enterprise and technology leaders think about AI? First, this is not a call to abandon AI for coding.\u00a0 An MIT Sloan study estimated AI leads to productivity gains between 8% and 39%, while a McKinsey study found a 10% to 50% reduction in time to task completion with the use of AI.\u00a0 However, we should be aware of the risks. The old lessons of software engineering don\u2019t go away. These include many tried-and-true best practices, such as version control, automated unit and integration tests, safety checks like SAST\/DAST, separating development and production environments, code review and secrets management. If anything, they become more salient. AI can generate code 100 times faster than humans can type, fostering an illusion of productivity that is a tempting siren call for many executives.\u00a0 However, the quality of the rapidly generated AI shlop is still up for debate.\u00a0To develop complex production systems, enterprises need the thoughtful, seasoned experience of human engineers. Tianhui Michael Li is president at Pragmatic Institute and the founder and president of The Data Incubator. Read more from our guest writers. Or, consider submitting a post of your own! See our guidelines here.<\/p>","protected":false},"author":2,"featured_media":50256,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_pvb_checkbox_block_on_post":false,"footnotes":""},"categories":[52,5,7,1],"tags":[],"class_list":["post-50255","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-club","category-committee","category-news","category-uncategorized","pmpro-has-access"],"acf":[],"yoast_head":"\nWhat could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum<\/title>\n<meta name=\"description\" content=\"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/youzum.net\/de\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum\" \/>\n<meta property=\"og:description\" content=\"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19\" \/>\n<meta property=\"og:url\" content=\"https:\/\/youzum.net\/de\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"YouZum\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DroneAssociationTH\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-09T08:00:33+00:00\" \/>\n<meta name=\"author\" content=\"admin NU\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin NU\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"4\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\"},\"author\":{\"name\":\"admin NU\",\"@id\":\"https:\/\/yousum.gpucore.co\/#\/schema\/person\/97fa48242daf3908e4d9a5f26f4a059c\"},\"headline\":\"What could possibly go wrong if an enterprise replaces all its engineers with AI?\",\"datePublished\":\"2025-11-09T08:00:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\"},\"wordCount\":899,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/yousum.gpucore.co\/#organization\"},\"image\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png\",\"articleSection\":[\"AI\",\"Committee\",\"News\",\"Uncategorized\"],\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\",\"url\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\",\"name\":\"What could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum\",\"isPartOf\":{\"@id\":\"https:\/\/yousum.gpucore.co\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png\",\"datePublished\":\"2025-11-09T08:00:33+00:00\",\"description\":\"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19\",\"breadcrumb\":{\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage\",\"url\":\"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png\",\"contentUrl\":\"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png\",\"width\":300,\"height\":168},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/youzum.net\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What could possibly go wrong if an enterprise replaces all its engineers with AI?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/yousum.gpucore.co\/#website\",\"url\":\"https:\/\/yousum.gpucore.co\/\",\"name\":\"YouSum\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/yousum.gpucore.co\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/yousum.gpucore.co\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/yousum.gpucore.co\/#organization\",\"name\":\"Drone Association Thailand\",\"url\":\"https:\/\/yousum.gpucore.co\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/yousum.gpucore.co\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/youzum.net\/wp-content\/uploads\/2024\/11\/tranparent-logo.png\",\"contentUrl\":\"https:\/\/youzum.net\/wp-content\/uploads\/2024\/11\/tranparent-logo.png\",\"width\":300,\"height\":300,\"caption\":\"Drone Association Thailand\"},\"image\":{\"@id\":\"https:\/\/yousum.gpucore.co\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DroneAssociationTH\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/yousum.gpucore.co\/#\/schema\/person\/97fa48242daf3908e4d9a5f26f4a059c\",\"name\":\"admin NU\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/yousum.gpucore.co\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/youzum.net\/wp-content\/uploads\/avatars\/2\/1746849356-bpfull.png\",\"contentUrl\":\"https:\/\/youzum.net\/wp-content\/uploads\/avatars\/2\/1746849356-bpfull.png\",\"caption\":\"admin NU\"},\"url\":\"https:\/\/youzum.net\/de\/members\/adminnu\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum","description":"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/youzum.net\/de\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/","og_locale":"de_DE","og_type":"article","og_title":"What could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum","og_description":"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19","og_url":"https:\/\/youzum.net\/de\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/","og_site_name":"YouZum","article_publisher":"https:\/\/www.facebook.com\/DroneAssociationTH\/","article_published_time":"2025-11-09T08:00:33+00:00","author":"admin NU","twitter_card":"summary_large_image","twitter_misc":{"Verfasst von":"admin NU","Gesch\u00e4tzte Lesezeit":"4\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#article","isPartOf":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/"},"author":{"name":"admin NU","@id":"https:\/\/yousum.gpucore.co\/#\/schema\/person\/97fa48242daf3908e4d9a5f26f4a059c"},"headline":"What could possibly go wrong if an enterprise replaces all its engineers with AI?","datePublished":"2025-11-09T08:00:33+00:00","mainEntityOfPage":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/"},"wordCount":899,"commentCount":0,"publisher":{"@id":"https:\/\/yousum.gpucore.co\/#organization"},"image":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png","articleSection":["AI","Committee","News","Uncategorized"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/","url":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/","name":"What could possibly go wrong if an enterprise replaces all its engineers with AI? - YouZum","isPartOf":{"@id":"https:\/\/yousum.gpucore.co\/#website"},"primaryImageOfPage":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage"},"image":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png","datePublished":"2025-11-09T08:00:33+00:00","description":"\u0e01\u0e34\u0e08\u0e01\u0e23\u0e23\u0e21\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e42\u0e14\u0e23\u0e19","breadcrumb":{"@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/"]}]},{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#primaryimage","url":"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png","contentUrl":"https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png","width":300,"height":168},{"@type":"BreadcrumbList","@id":"https:\/\/youzum.net\/what-could-possibly-go-wrong-if-an-enterprise-replaces-all-its-engineers-with-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/youzum.net\/"},{"@type":"ListItem","position":2,"name":"What could possibly go wrong if an enterprise replaces all its engineers with AI?"}]},{"@type":"WebSite","@id":"https:\/\/yousum.gpucore.co\/#website","url":"https:\/\/yousum.gpucore.co\/","name":"YouSum","description":"","publisher":{"@id":"https:\/\/yousum.gpucore.co\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/yousum.gpucore.co\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/yousum.gpucore.co\/#organization","name":"Drone Association Thailand","url":"https:\/\/yousum.gpucore.co\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/yousum.gpucore.co\/#\/schema\/logo\/image\/","url":"https:\/\/youzum.net\/wp-content\/uploads\/2024\/11\/tranparent-logo.png","contentUrl":"https:\/\/youzum.net\/wp-content\/uploads\/2024\/11\/tranparent-logo.png","width":300,"height":300,"caption":"Drone Association Thailand"},"image":{"@id":"https:\/\/yousum.gpucore.co\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DroneAssociationTH\/"]},{"@type":"Person","@id":"https:\/\/yousum.gpucore.co\/#\/schema\/person\/97fa48242daf3908e4d9a5f26f4a059c","name":"admin NU","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/yousum.gpucore.co\/#\/schema\/person\/image\/","url":"https:\/\/youzum.net\/wp-content\/uploads\/avatars\/2\/1746849356-bpfull.png","contentUrl":"https:\/\/youzum.net\/wp-content\/uploads\/avatars\/2\/1746849356-bpfull.png","caption":"admin NU"},"url":"https:\/\/youzum.net\/de\/members\/adminnu\/"}]}},"rttpg_featured_image_url":{"full":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"landscape":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"portraits":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S-150x150.png",150,150,true],"medium":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"large":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"1536x1536":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"2048x2048":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"trp-custom-language-flag":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S-18x10.png",18,10,true],"woocommerce_thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"woocommerce_single":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S.png",300,168,false],"woocommerce_gallery_thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2025\/11\/What_could_possibly_go_wrong-5Yvn7S-100x100.png",100,100,true]},"rttpg_author":{"display_name":"admin NU","author_link":"https:\/\/youzum.net\/de\/members\/adminnu\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/youzum.net\/de\/category\/ai-club\/\" rel=\"category tag\">AI<\/a> <a href=\"https:\/\/youzum.net\/de\/category\/committee\/\" rel=\"category tag\">Committee<\/a> <a href=\"https:\/\/youzum.net\/de\/category\/news\/\" rel=\"category tag\">News<\/a> <a href=\"https:\/\/youzum.net\/de\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","rttpg_excerpt":"AI coding, vibe coding and agentic swarm have made a dramatic and astonishing recent market entrance, with the AI Code Tools market valued at $4.8 billion and expected to grow at a 23% annual rate.\u00a0 Enterprises are grappling with AI coding agents and what do about expensive human coders.\u00a0 They don\u2019t lack for advice.\u00a0 OpenAI\u2019s…","_links":{"self":[{"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/posts\/50255","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/comments?post=50255"}],"version-history":[{"count":0,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/posts\/50255\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/media\/50256"}],"wp:attachment":[{"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/media?parent=50255"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/categories?post=50255"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/youzum.net\/de\/wp-json\/wp\/v2\/tags?post=50255"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}