--- title: 5 key takeaways from the 2026 State of Software... description: Analysis of 28M+ CI/CD workflows from CircleCI's 2026 State of Software Delivery report reveals a widening gap between code generation and code shipping.... canonical: https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: 5 key takeaways from the 2026 State of Software Delivery: Why AI isn’t shipping faster | daily.dev og:description: Analysis of 28M+ CI/CD workflows from CircleCI's 2026 State of Software Delivery report reveals a widening gap between code generation and code shipping.... og:url: https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb og:image: https://api.daily.dev/og/posts/okTNHJRhB.png og:image:alt: 5 key takeaways from the 2026 State of Software Delivery: Why AI isn’t shipping faster 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. # 5 key takeaways from the 2026 State of Software Delivery: Why AI isn’t shipping faster **[CircleCI](https://daily.dev/sources/circle)** · 5 min read · 4 upvotes · 0 comments ## Summary Analysis of 28M+ CI/CD workflows from CircleCI's 2026 State of Software Delivery report reveals a widening gap between code generation and code shipping. Average workflow throughput jumped 59% year-over-year, but gains are heavily concentrated in the top 5% of teams. For the median team, feature branch activity grew 15% while main branch throughput fell 7%, indicating AI is creating a delivery bottleneck at review, validation, and integration stages. Main branch success rates dropped to a five-year low of 70.8%, and recovery times climbed to 72 minutes. Mid-sized companies (21–50 employees) are hit hardest, with the lowest throughput and recovery times approaching three hours. Top-performing teams succeed by investing in faster feedback loops, smarter test selection, and adaptive pipeline infrastructure rather than just accelerating code generation. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [This simple infrastructure gap is holding back AI productivity](https://daily.dev/posts/this-simple-infrastructure-gap-is-holding-back-ai-productivity-lv2cfknva) · The New Stack · 2 upvotes · 0 comments - [Blog: Shipping Code Is Not the Job](https://daily.dev/posts/blog-shipping-code-is-not-the-job-glt1yhy9e) · Wawandco · 2 upvotes · 1 comments - [We halved our continuous integration pipeline](https://daily.dev/posts/we-halved-our-continuous-integration-pipeline-w7assusoy) · LeadDev · 0 upvotes · 1 comments - [Beyond Code Generation: How AI Is Reshaping Modern Software Delivery](https://daily.dev/posts/beyond-code-generation-how-ai-is-reshaping-modern-software-delivery-olilqg6hs) · SitePoint · 2 upvotes · 0 comments --- Tags: [#ai-coding](https://daily.dev/tags/ai-coding), [#cicd](https://daily.dev/tags/cicd), [#circleci](https://daily.dev/tags/circleci), [#dora-metrics](https://daily.dev/tags/dora-metrics) [View this post on daily.dev](https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb) ```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":"5 key takeaways from the 2026 State of Software Delivery: Why AI isn’t shipping faster","url":"https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb"},"datePublished":"2026-02-18T14:50:23.895Z","dateModified":"2026-06-18T02:15:25.299Z","description":"Analysis of 28M+ CI/CD workflows from CircleCI's 2026 State of Software Delivery report reveals a widening gap between code generation and code shipping....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ce6c4bedf270faca2691195e57a33587?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ce6c4bedf270faca2691195e57a33587?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"CircleCI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"CircleCI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/661fc536429943fdb5426b9f33fd8e3c","url":"https://daily.dev/sources/circle"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/5-key-takeaways-from-the-2026-state-of-software-delivery-why-ai-isn-t-shipping-faster-oktnhjrhb","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":4},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-coding,cicd,circleci,dora-metrics","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"CircleCI","item":"https://daily.dev/sources/circle"},{"@type":"ListItem","position":3,"name":"5 key takeaways from the 2026 State of Software Delivery: Why AI isn’t shipping faster"}]} ```