--- 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 balance between automation, testing, and human oversight in... canonical: https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--su0gqtvdk 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 balance between automation, testing, and human oversight in... og:url: https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--su0gqtvdk og:image: https://api.daily.dev/og/posts/SU0gqtvdk.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? **[controversy.dev](https://daily.dev/sources/controversy)** · [@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 balance between automation, testing, and human oversight in modern software delivery pipelines. The piece looks at the limits of automated verification and where human judgment remains essential in the deployment process. ## Content [https://thenewstack.io/ship-code-without-verification/](https://thenewstack.io/ship-code-without-verification/) ## Similar posts on daily.dev - [AI-Generated Code in Production: Can It Really Be Trusted?](https://daily.dev/posts/ai-generated-code-in-production-can-it-really-be-trusted--uszaxywbi) · Medium · 1 upvotes · 0 comments - [Shipping code without human verification](https://daily.dev/posts/shipping-code-without-human-verification-y63ke0iub) · The New Stack · 1 upvotes · 0 comments - [Survey: More AI Code Running in Production Environments with Caveats](https://daily.dev/posts/survey-more-ai-code-running-in-production-environments-with-caveats-93aoqq6ip) · DevOps.com · 0 upvotes · 0 comments --- Tags: [#ai-coding](https://daily.dev/tags/ai-coding), [#code-review](https://daily.dev/tags/code-review), [#vibe-coding](https://daily.dev/tags/vibe-coding) [View this post on daily.dev](https://daily.dev/posts/how-much-code-can-you-ship-to-production-without-a-human-looking-at-it--su0gqtvdk) ```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--su0gqtvdk","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 balance between automation, testing, and human oversight in modern software delivery pipelines. 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