--- title: How much code can you ship to production without a human... description: An exploration of how much production code can be shipped without human review, examining the boundaries of automated verification, CI/CD pipelines, and the... canonical: https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--8iyfqggce twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How much code can you ship to production without a human looking at it? | daily.dev og:description: An exploration of how much production code can be shipped without human review, examining the boundaries of automated verification, CI/CD pipelines, and the... og:url: https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--8iyfqggce og:image: https://api.daily.dev/og/posts/8IyFqGgCe.png og:image:alt: How much code can you ship to production without a human looking at it? 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. # How much code can you ship to production without a human looking at it? **[Antonija Bilić Arar](https://daily.dev/sources/ufvojapqsnbhu2ytg8ses)** · [@tonkkatonka](https://daily.dev/tonkkatonka) · 1 min read · 0 upvotes · 0 comments ## Summary An exploration of how much production code can be shipped without human review, examining the boundaries of automated verification, CI/CD pipelines, and the role of testing and tooling in replacing or supplementing human oversight in the deployment process. ## Content [https://thenewstack.io/ship-code-without-verification/](https://thenewstack.io/ship-code-without-verification/) ## Similar posts on daily.dev - [Shipping code without human verification](https://daily.dev/posts/shipping-code-without-human-verification-y63ke0iub) · The New Stack · 1 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#testing](https://daily.dev/tags/testing), [#cicd](https://daily.dev/tags/cicd), [#code-review](https://daily.dev/tags/code-review) [View this post on daily.dev](https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--8iyfqggce) ```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/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--8iyfqggce","headline":"How much code can you ship to production without a human looking at it?","text":"An exploration of how much production code can be shipped without human review, examining the boundaries of automated verification, CI/CD pipelines, and the role of testing and tooling in replacing or supplementing human oversight in the deployment process.","url":"https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--8iyfqggce","datePublished":"2026-07-30T14:49:21.988Z","dateModified":"2026-07-30T14:49:34.557Z","author":{"@type":"Person","name":"Antonija Bilić Arar","url":"https://daily.dev/tonkkatonka","image":"https://lh3.googleusercontent.com/a/AGNmyxZQb2_P_RJJ_89Od9lMMzpMZdWrwJisvu88ekO0=s96-c","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":1420}},"interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/sources/ufvojapqsnbhu2ytg8ses","name":"Antonija Bilić Arar"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Antonija Bilić Arar","item":"https://daily.dev/sources/ufvojapqsnbhu2ytg8ses"},{"@type":"ListItem","position":3,"name":"How much code can you ship to production without a human looking at it?"}]} ```