--- title: Lessons from taking an idea to a live app with AI description: A designer with no backend experience shares lessons from shipping two apps using AI tools, twelve months apart. The first project (Kaiku) used ChatGPT and... canonical: https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Lessons from taking an idea to a live app with AI | daily.dev og:description: A designer with no backend experience shares lessons from shipping two apps using AI tools, twelve months apart. The first project (Kaiku) used ChatGPT and... og:url: https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr og:image: https://api.daily.dev/og/posts/Ibg8C8YMR.png og:image:alt: Lessons from taking an idea to a live app with AI 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. # Lessons from taking an idea to a live app with AI **[Medium](https://daily.dev/sources/medium_js)** · 11 min read · 0 upvotes · 0 comments ## Summary A designer with no backend experience shares lessons from shipping two apps using AI tools, twelve months apart. The first project (Kaiku) used ChatGPT and Builder.io over 4–6 months; the second (Last One Standing) used Claude Design and Claude Code in about a month. Key takeaways: AI excels at wide exploration but struggles with final creative decisions; you still must specify edge cases and intended behavior explicitly; AI help matters most for infrastructure tasks where non-developers get stuck; giving AI loose wireframes to interpret often works better than rigid design systems; and the role has shifted from maker to director — effectively absorbing BA, QA, and ops responsibilities alongside design. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [My First Two Weeks as an Agentic Engineer](https://daily.dev/posts/my-first-two-weeks-as-an-agentic-engineer-ibtc3m6h6) · The Miners · 0 upvotes · 0 comments - [AI App Development: What I Learned in One Month](https://daily.dev/posts/ai-app-development-what-i-learned-in-one-month-2tskdg55u) · SwiftLee · 1 upvotes · 0 comments - [I Stopped Coding for 5 Years. AI Helped Me Ship Mobile Apps Again](https://daily.dev/posts/i-stopped-coding-for-5-years-ai-helped-me-ship-mobile-apps-again-z52sfqzxh) · ProAndroidDev · 0 upvotes · 0 comments --- Tags: [#nocode](https://daily.dev/tags/nocode), [#claude](https://daily.dev/tags/claude), [#ai-assisted-development](https://daily.dev/tags/ai-assisted-development), [#vibe-coding](https://daily.dev/tags/vibe-coding), [#supabase](https://daily.dev/tags/supabase) [View this post on daily.dev](https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr) ```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":"TechArticle","headline":"Lessons from taking an idea to a live app with AI","url":"https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr"},"datePublished":"2026-07-17T19:30:51.880Z","dateModified":"2026-07-17T19:31:28.995Z","description":"A designer with no backend experience shares lessons from shipping two apps using AI tools, twelve months apart. 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