--- title: Now in preview: Find and fix software vulnerabilities... description: Google Cloud has launched CodeMender in preview, an AI-powered code security agent that automates the full vulnerability lifecycle: scanning, verification, and... canonical: https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Now in preview: Find and fix software vulnerabilities with CodeMender | daily.dev og:description: Google Cloud has launched CodeMender in preview, an AI-powered code security agent that automates the full vulnerability lifecycle: scanning, verification, and... og:url: https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk og:image: https://api.daily.dev/og/posts/x40jsPDNK.png og:image:alt: Now in preview: Find and fix software vulnerabilities with CodeMender 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. # Now in preview: Find and fix software vulnerabilities with CodeMender **[Google Cloud](https://daily.dev/sources/gcp)** · 6 min read · 0 upvotes · 0 comments ## Summary Google Cloud has launched CodeMender in preview, an AI-powered code security agent that automates the full vulnerability lifecycle: scanning, verification, and remediation. Built on Google DeepMind research and powered by Gemini models, it supports C/C++, Go, Java, Python, Ruby, Rust, and TypeScript. The agent integrates with CI/CD pipelines and developer tools like VS Code, runs exploit simulations in customer-managed sandboxes to eliminate false positives, and generates tested code patches for developer review. It can be accessed via the Gemini Enterprise Agent Platform or deployed as part of AI Threat Defense alongside Wiz for orchestrated application security. A specialized version with Gemini 3.5 Flash Cyber will be available to select governments and partners. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Introducing CodeMender: an AI agent for code security](https://daily.dev/posts/introducing-codemender-an-ai-agent-for-code-security-y60nn4awr) · DeepMind · 0 upvotes · 0 comments - [Google folds CodeMender into agent ecosystem amid push for AI-led AppSec](https://daily.dev/posts/google-folds-codemender-into-agent-ecosystem-amid-push-for-ai-led-appsec-0w1qlfu9m) · CSO Online · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#ai-agents](https://daily.dev/tags/ai-agents), [#gcp](https://daily.dev/tags/gcp), [#code-security](https://daily.dev/tags/code-security) [View this post on daily.dev](https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk) ```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":"Now in preview: Find and fix software vulnerabilities with CodeMender","url":"https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk"},"datePublished":"2026-07-21T15:04:21.342Z","dateModified":"2026-07-21T15:05:22.919Z","description":"Google Cloud has launched CodeMender in preview, an AI-powered code security agent that automates the full vulnerability lifecycle: scanning, verification, and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/66706da62a52dcce76e5af1e3199fc62?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/66706da62a52dcce76e5af1e3199fc62?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Google Cloud","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":"Google Cloud","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/gcp","url":"https://daily.dev/sources/gcp"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/now-in-preview-find-and-fix-software-vulnerabilities-with-codemender-x40jspdnk","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"security,ai-agents,gcp,code-security","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Google Cloud","item":"https://daily.dev/sources/gcp"},{"@type":"ListItem","position":3,"name":"Now in preview: Find and fix software vulnerabilities with CodeMender"}]} ```