--- title: We All Look the Same: The Side Effects of Vibe Coding description: Vibe coding speeds up software production but produces convergent, near-identical products because LLMs generate statistically probable solutions from similar... canonical: https://daily.dev/posts/ywgpf4hti twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: We All Look the Same: The Side Effects of Vibe Coding | daily.dev og:description: Vibe coding speeds up software production but produces convergent, near-identical products because LLMs generate statistically probable solutions from similar... og:url: https://daily.dev/posts/ywgpf4hti og:image: https://api.daily.dev/og/posts/yWgPF4htI.png og:image:alt: Post cover image og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # We All Look the Same: The Side Effects of Vibe Coding **[JigJoy](https://daily.dev/sources/jigjoy)** · [@mijura](https://daily.dev/mijura) · 41 upvotes · 22 comments ## Summary Vibe coding speeds up software production but produces convergent, near-identical products because LLMs generate statistically probable solutions from similar prompts. The real risk is that developers stop reading and understanding the generated code, losing touch with their domain's deeper details — the actual source of product differentiation. AI is presented as valuable for research, learning, and supporting domains, but outsourcing the core domain entirely is framed as surrendering competitive advantage rather than accelerating it. The piece closes with a plug for a newsletter and an upcoming hackathon. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@confidentcoding** · 12 upvotes > I've been talking about this recently because now that there's this convergence of application design, it's going to greatly diminish trust. In other words, even really bad actors or just people who have no business offering a certain service will be able to create vibe coded applications that **_look_** extremely polished and professional, but behind the scenes it will be a complete mess (or a scam). > > I imagine this is eventually going to boomerang and users are going to be reticent to engage with these applications who clearly use these tools to produce their sites. I can say myself that if... **@di2namic11** · 3 upvotes > For my reference, two takeaway paragraphs: > > "Use vibe coding without reading the code, and you do not get a solution. You get a simulation of one." > > "The best ideas do not appear at the level of prompts and feature lists. They emerge while studying edge cases, questioning existing abstractions, resolving contradictions, and developing a precise language for the domain." **@matwal42083** · 2 upvotes > Vibe coding is fast and great if I want to be a prompt engineer, which is what most developers are doing. It just causes too many problems. One day, I tried vibe coding. It created what I wanted fast, but afterwards, I didn't know what the code was actually doing because I didn't code it. I mean, yeah, I can read it and see what's going on, but after so far down the page, you don't want to read it anymore. The bottom line is you understand it better when you code it yourself. **@steamvogue** · 2 upvotes > I literally detect by eyes all all made sites and especially marketing texts . All the same . May be it’s time to stand out with more fort you’ll definitely beat em **@doncho** · 2 upvotes > The saddest thing is that I, too, agree with the author... ## Similar posts on daily.dev - [Governing Security in the Age of Infinite Signal](https://daily.dev/posts/governing-security-in-the-age-of-infinite-signal-qhihbir44) · Snyk · 0 upvotes · 0 comments - [No one has a good plan for how AI companies should work with the government](https://daily.dev/posts/no-one-has-a-good-plan-for-how-ai-companies-should-work-with-the-government-nkajqoze1) · TechCrunch · 0 upvotes · 1 comments --- Tags: [#general-programming](https://daily.dev/tags/general-programming), [#llm](https://daily.dev/tags/llm), [#ai-coding](https://daily.dev/tags/ai-coding), [#vibe-coding](https://daily.dev/tags/vibe-coding) [View this post on daily.dev](https://daily.dev/posts/ywgpf4hti) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/ywgpf4hti","headline":"We All Look the Same: The Side Effects of Vibe Coding","text":"Shared: We All Look the Same: The Side Effects of Vibe Coding","url":"https://daily.dev/posts/ywgpf4hti","datePublished":"2026-09-17T09:49:31.247Z","dateModified":"2026-09-17T09:50:32.871Z","author":{"@type":"Person","name":"Miodrag Vilotijević","url":"https://daily.dev/mijura","image":"https://media.daily.dev/image/upload/s--uIBF-6uj--/f_auto/v1781707716/avatars/avatar_O2oTonSAf?_a=BAMAMiWQ0","description":"Building TypeScript framework for concurrent AI agents","worksFor":{"@type":"Organization","name":"JigJoy","logo":"https://media.daily.dev/image/upload/s--Q3hImfch--/c_limit,w_256/f_auto,q_auto/v1782805765/logos/jigjoy?_a=BAMAMicg0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":5950}},"image":"https://media.daily.dev/image/upload/s--0_ODbtD2--/f_auto/v1722860399/public/Placeholder%2008","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":41},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":22}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/wuCDI68pj"},"comment":[{"@type":"Comment","text":"I’ve been talking about this recently because now that there’s this convergence of application design, it’s going to greatly diminish trust. In other words, even really bad actors or just people who have no business offering a certain service will be able to create vibe coded applications that look extremely polished and professional, but behind the scenes it will be a complete mess (or a scam).\nI imagine this is eventually going to boomerang and users are going to be reticent to engage with these applications who clearly use these tools to produce their sites. I can say myself that if I visit a site, I can tell within seconds if it’s been created using these tools, and will immediately leave. IMO, if you can’t put the effort into creating something unique on the front end, then you very likely did the same for the rest of the application and I don’t trust it’s done with any semblance of quality.\nIn the long run, I see this as a phase of irrational exuberance and eventually people will want to differentiate themselves again. Those that continue to do so right now will already stand apart.","datePublished":"2026-09-17T14:16:32.358Z","dateModified":"2026-09-17T14:19:02.766Z","url":"https://daily.dev/posts/yWgPF4htI#c-tnuLOzJFH","author":{"@type":"Person","name":"Lars Faye | Confident Coding","url":"https://daily.dev/confidentcoding","image":"https://media.daily.dev/image/upload/s--OGZu5DEc--/f_auto/v1772569630/avatars/avatar_umWZ9aQAng34qk5aaJl2q?_a=BAMAMiiu0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":12}},{"@type":"Comment","text":"For my reference, two takeaway paragraphs:\n“Use vibe coding without reading the code, and you do not get a solution. You get a simulation of one.”\n“The best ideas do not appear at the level of prompts and feature lists. They emerge while studying edge cases, questioning existing abstractions, resolving contradictions, and developing a precise language for the domain.”","datePublished":"2026-09-18T09:10:02.111Z","url":"https://daily.dev/posts/yWgPF4htI#c-5vMt7YIYs","author":{"@type":"Person","name":"Emmanuel Tshiowa","url":"https://daily.dev/di2namic11","image":"https://media.daily.dev/image/upload/s--MSq1hVeO--/f_auto/v1768048978/avatars/avatar_deOg4xn8CTW59STw1Wkrz?_a=BAMAMiZW0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":3}},{"@type":"Comment","text":"Vibe coding is fast and great if I want to be a prompt engineer, which is what most developers are doing. It just causes too many problems. One day, I tried vibe coding. It created what I wanted fast, but afterwards, I didn’t know what the code was actually doing because I didn’t code it. I mean, yeah, I can read it and see what’s going on, but after so far down the page, you don’t want to read it anymore. The bottom line is you understand it better when you code it yourself.","datePublished":"2026-09-18T16:05:49.610Z","url":"https://daily.dev/posts/yWgPF4htI#c-ECHC4eYYH","author":{"@type":"Person","name":"Matthew Walton","url":"https://daily.dev/matwal42083","image":"https://lh3.googleusercontent.com/a/ACg8ocLzVocSpKJmn149i36H-Ip_6U8cTGCMD6SY2jnLnc-eeVFC3a_8=s96-c"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2}},{"@type":"Comment","text":"I literally detect by eyes all all made sites and especially marketing texts . All the same . May be it’s time to stand out with more fort you’ll definitely beat em","datePublished":"2026-09-18T06:49:52.204Z","url":"https://daily.dev/posts/yWgPF4htI#c-mXurT5Vsk","author":{"@type":"Person","name":"Steam Vogue","url":"https://daily.dev/steamvogue","image":"https://avatars.githubusercontent.com/u/120594854?v=4"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2}},{"@type":"Comment","text":"The saddest thing is that I, too, agree with the author…","datePublished":"2026-09-18T21:59:36.749Z","url":"https://daily.dev/posts/yWgPF4htI#c-X1oentNet","author":{"@type":"Person","name":"Doncho Angelov","url":"https://daily.dev/doncho","image":"https://media.daily.dev/image/upload/s--j1MSm0hy--/f_auto/v1716369534/avatars/avatar_EB0j0Umzh5v3zGWUSL5ma"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2}}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/jigjoy","name":"JigJoy"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"JigJoy","item":"https://daily.dev/squads/jigjoy"},{"@type":"ListItem","position":3,"name":"We All Look the Same: The Side Effects of Vibe Coding"}]} ```