--- title: GitHub Octoverse 2026: Five Takeaways for Security Teams description: GitHub's Octoverse 2026 report shows code shipping faster than security teams can review it. Commits jumped to 34.3 billion from 12.9 billion, and over 40% of... canonical: https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: GitHub Octoverse 2026: Five Takeaways for Security Teams | daily.dev og:description: GitHub's Octoverse 2026 report shows code shipping faster than security teams can review it. Commits jumped to 34.3 billion from 12.9 billion, and over 40% of... og:url: https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0 og:image: https://api.daily.dev/og/posts/tPz7Es8L0.png og:image:alt: GitHub Octoverse 2026: Five Takeaways for Security Teams 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. # GitHub Octoverse 2026: Five Takeaways for Security Teams **[GitGuardian](https://daily.dev/sources/gitguardian)** · 11 min read · 1 upvotes · 0 comments ## Summary GitHub's Octoverse 2026 report shows code shipping faster than security teams can review it. Commits jumped to 34.3 billion from 12.9 billion, and over 40% of pull requests now start with an AI agent, up from 17% six months earlier. Claude Code-assisted commits leak secrets at 3.2%, roughly twice the 1.5% baseline rate across public commits. GitHub ran 5.8 billion push protection scans against 17.9 billion total pushes, leaving most pushes unchecked. Separately, 64% of valid credentials found stayed valid for more than four years, and a Shai-Hulud supply chain attack wave exposed 33,185 secrets across 6,943 machines. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### How many commits did GitHub record in its Octoverse 2026 report compared to the prior year? GitHub recorded 34.3 billion commits, up from 12.9 billion the previous year, an increase of roughly 167% in code pushes, which reached 17.9 billion. GitHub Actions also executed about 45.4 billion jobs, up from 14 billion, growth of more than 220% in automated development activity. _Teams scaling CI/CD and credential controls to match this growth can track the trend on daily.dev._ ### Do Claude Code-assisted commits leak secrets more often than regular commits? Yes, Claude Code-assisted public commits exposed secrets at about 3.2%, roughly twice the 1.5% baseline rate across public commits generally. This suggests reviewers are not catching security issues that AI-generated code introduces as often as with human-written code. _Developers weighing AI coding assistant risk follow secrets-exposure research like this on daily.dev._ ### Does GitHub Push Protection actually stop secrets from leaking in public repos? No, it reduces but does not eliminate the problem. GitHub ran 5.8 billion push protection scans against a total of 17.9 billion pushes, meaning most pushes went unchecked, while a separate report documented a record 28.65 million new secrets exposed in public GitHub commits in a single year. _Anyone deciding whether push protection alone is enough can follow secrets-sprawl findings via daily.dev._ ## Similar posts on daily.dev - [Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents](https://daily.dev/posts/octoverse-commits-pushes-reach-new-highs-in-2026-as-developers-build-with-agents-ilowokytu) · GitHub Blog · 0 upvotes · 1 comments - [The vulnerabilities nobody sees in your repository, and how to catch them before they merge](https://daily.dev/posts/the-vulnerabilities-nobody-sees-in-your-repository-and-how-to-catch-them-before-they-merge-qmufkovsn) · Medium · 1 upvotes · 0 comments - [News alert: GitGuardian study shows AI coding tools double leak rates as 29M credentials hit GitHub](https://daily.dev/posts/news-alert-gitguardian-study-shows-ai-coding-tools-double-leak-rates-as-29m-credentials-hit-github-hkqb5n1dy) · Security Boulevard · 2 upvotes · 0 comments - [When We Use AI To Ship Fast, Secrets Spread Fast](https://daily.dev/posts/when-we-use-ai-to-ship-fast-secrets-spread-fast-dihsjhexd) · GitGuardian · 0 upvotes · 0 comments - [GitGuardian Reports an 81% Surge of AI-Service Leaks as 29M Secrets Hit Public GitHub](https://daily.dev/posts/gitguardian-reports-an-81-surge-of-ai-service-leaks-as-29m-secrets-hit-public-github-1np8gniww) · Security Boulevard · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#ai-agents](https://daily.dev/tags/ai-agents), [#github](https://daily.dev/tags/github), [#secrets-management](https://daily.dev/tags/secrets-management), [#gitguardian](https://daily.dev/tags/gitguardian) [View this post on daily.dev](https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0) ```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":"GitHub Octoverse 2026: Five Takeaways for Security Teams","url":"https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0"},"datePublished":"2026-10-29T15:05:04.351Z","dateModified":"2026-10-29T15:08:55.655Z","description":"GitHub's Octoverse 2026 report shows code shipping faster than security teams can review it. Commits jumped to 34.3 billion from 12.9 billion, and over 40% of...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d8cc8960e223daabf135715827b86ea5?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d8cc8960e223daabf135715827b86ea5?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"GitGuardian","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":"GitGuardian","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/406f3b707b1741f7b988cf561463a54d","url":"https://daily.dev/sources/gitguardian"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"security,ai-agents,github,secrets-management,gitguardian","timeRequired":"PT11M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"GitGuardian","item":"https://daily.dev/sources/gitguardian"},{"@type":"ListItem","position":3,"name":"GitHub Octoverse 2026: Five Takeaways for Security Teams"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/github-octoverse-2026-five-takeaways-for-security-teams-tpz7es8l0#faq","mainEntity":[{"@type":"Question","name":"How many commits did GitHub record in its Octoverse 2026 report compared to the prior year?","acceptedAnswer":{"@type":"Answer","text":"GitHub recorded 34.3 billion commits, up from 12.9 billion the previous year, an increase of roughly 167% in code pushes, which reached 17.9 billion. GitHub Actions also executed about 45.4 billion jobs, up from 14 billion, growth of more than 220% in automated development activity. Teams scaling CI/CD and credential controls to match this growth can track the trend on daily.dev."}},{"@type":"Question","name":"Do Claude Code-assisted commits leak secrets more often than regular commits?","acceptedAnswer":{"@type":"Answer","text":"Yes, Claude Code-assisted public commits exposed secrets at about 3.2%, roughly twice the 1.5% baseline rate across public commits generally. This suggests reviewers are not catching security issues that AI-generated code introduces as often as with human-written code. Developers weighing AI coding assistant risk follow secrets-exposure research like this on daily.dev."}},{"@type":"Question","name":"Does GitHub Push Protection actually stop secrets from leaking in public repos?","acceptedAnswer":{"@type":"Answer","text":"No, it reduces but does not eliminate the problem. GitHub ran 5.8 billion push protection scans against a total of 17.9 billion pushes, meaning most pushes went unchecked, while a separate report documented a record 28.65 million new secrets exposed in public GitHub commits in a single year. Anyone deciding whether push protection alone is enough can follow secrets-sprawl findings via daily.dev."}}]} ```