--- title: Vibe Coding Meets AI Testing - How I Ship With Confidence description: Explores how AI-assisted coding tools accelerate development but create quality assurance gaps. Demonstrates using QA.tech, an AI-powered testing platform, to... canonical: https://daily.dev/posts/gfcx6cfyj twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Vibe Coding Meets AI Testing - How I Ship With Confidence | daily.dev og:description: Explores how AI-assisted coding tools accelerate development but create quality assurance gaps. Demonstrates using QA.tech, an AI-powered testing platform, to... og:url: https://daily.dev/posts/gfcx6cfyj og:image: https://api.daily.dev/og/posts/gFcx6CfYj.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. # Vibe Coding Meets AI Testing - How I Ship With Confidence **[Dev Tools](https://daily.dev/sources/devtools)** · [@mmaksimovic](https://daily.dev/mmaksimovic) · 16 upvotes · 3 comments ## Summary Explores how AI-assisted coding tools accelerate development but create quality assurance gaps. Demonstrates using QA.tech, an AI-powered testing platform, to automatically generate and maintain end-to-end tests without traditional framework complexity. Walks through creating test cases, debugging failures, and organizing tests into scenario groups for a ticketing application, showing how the tool adapts to code changes and catches bugs before deployment. ## 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. **@victormoni** · 2 upvotes > Nice article! Bookmarked! 😁👍 **@mythobyte** · 2 upvotes > Great article. Full stack testing is always good practice. I would also suggest running Open Vas and SonarQube. The community versions will catch most of the issues making your code more secure and as a side effect, it helps teach you good coding practices. > > https://www.sonarsource.com/products/sonarqube/ > https://openvas.org/ ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#webdev](https://daily.dev/tags/webdev), [#testing](https://daily.dev/tags/testing), [#qa](https://daily.dev/tags/qa) [View this post on daily.dev](https://daily.dev/posts/gfcx6cfyj) ```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/gfcx6cfyj","headline":"Vibe Coding Meets AI Testing - How I Ship With Confidence","text":"Shared: Vibe Coding Meets AI Testing - How I Ship With Confidence","url":"https://daily.dev/posts/gfcx6cfyj","datePublished":"2025-10-08T13:08:15.339Z","dateModified":"2025-10-08T23:58:29.206Z","author":{"@type":"Person","name":"Milica Maksimovic","url":"https://daily.dev/mmaksimovic","image":"https://lh3.googleusercontent.com/a-/AOh14Gh-0HI1oxB_nQWBzsQ-YX_xWAed9I3iQ_fW38N3vg=s100","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":740}},"image":"https://media.daily.dev/image/upload/s--foaA6JGU--/f_auto/v1722860399/public/Placeholder%2004","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":16},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":3}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/mMIDtEh4f"},"comment":[{"@type":"Comment","text":"Nice article! Bookmarked! 😁👍","datePublished":"2025-10-09T21:40:03.432Z","url":"https://daily.dev/posts/gFcx6CfYj#c-bkGH1oIGC","author":{"@type":"Person","name":"Victor Moni","url":"https://daily.dev/victormoni","image":"https://media.daily.dev/image/upload/s--72Wi69ZE--/f_auto/v1784758172/avatars/avatar_sIZQvrf20yqY9CA4XcUjD?_a=BAMAMicg0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2}},{"@type":"Comment","text":"Great article. Full stack testing is always good practice. I would also suggest running Open Vas and SonarQube. The community versions will catch most of the issues making your code more secure and as a side effect, it helps teach you good coding practices.\nhttps://www.sonarsource.com/products/sonarqube/\nhttps://openvas.org/","datePublished":"2025-10-09T12:13:31.875Z","url":"https://daily.dev/posts/gFcx6CfYj#c-G8tAMpdQi","author":{"@type":"Person","name":"Geoff Slaven","url":"https://daily.dev/mythobyte","image":"https://media.daily.dev/image/upload/s--MmeTofU---/f_auto/v1732649163/avatars/avatar_TlPKIWsj0D7A082jcGYnq"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2}}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/devtools","name":"Dev Tools"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Dev Tools","item":"https://daily.dev/squads/devtools"},{"@type":"ListItem","position":3,"name":"Vibe Coding Meets AI Testing - How I Ship With Confidence"}]} ```