[{"data":1,"prerenderedAt":1075},["ShallowReactive",2],{"/en-us/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo/":3,"footer-en-us":45,"the-source-navigation-en-us":352,"the-source-newsletter-en-us":379,"article-site-categories-en-us":391,"understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo-article-hero-category-en-us":393,"understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo-the-source-gated-asset-en-us":417,"understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo-category-en-us":434,"understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo-the-source-resources-en-us":446,"understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo-article-hero-author-en-us":485},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"config":8,"seo":13,"content":19,"type":37,"slug":38,"category":5,"_id":39,"_type":40,"title":7,"_source":41,"_file":42,"_stem":43,"_extension":44},"/en-us/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","ai",false,"",{"layout":9,"template":10,"articleType":11,"author":12,"featured":6},"the-source","TheSourceArticle","Regular","iganbaruch",{"title":14,"description":15,"ogImage":16,"config":17},"Understand and resolve vulnerabilities with AI-powered GitLab Duo","Developers can find and fix vulnerabilities with auto explanation and auto-generated merge requests, ensuring a streamlined development process.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751464462/a8lhn3mrjyjuq55m1yqc.png",{"ignoreTitleCharLimit":18},true,{"title":14,"date":20,"description":15,"timeToRead":21,"heroImage":16,"keyTakeaways":22,"articleBody":26,"faq":27},"2024-02-21","3 min read",[23,24,25],"GitLab Duo uses AI to explain vulnerabilities, bridging knowledge gaps and speeding up issue resolution.","One-click AI fixes in GitLab Duo auto-generate merge requests, saving developers time on security patches.","GitLab Duo fosters proactive security by empowering developers to understand and resolve vulnerabilities efficiently.","In the dynamic world of software development, companies are dedicated to delivering quick and efficient innovations, and they recognize the importance of ensuring they deliver secured applications. GitLab, the most comprehensive [AI-powered](https://about.gitlab.com/gitlab-duo/) DevSecOps Platform, already provides built-in scans in the CI pipeline to deliver detailed scan reports that highlight potential issues within the code. However, not every developer is well-versed in cybersecurity or has encountered every type of vulnerability before, creating a knowledge gap that can lead to confusion and delays in addressing security concerns.\n\n![A vulnerability example detected by static application security testing](https://res.cloudinary.com/about-gitlab-com/image/upload/v1752175720/Blog/vrukdl5d06omgln77s7x.png)\n\n\u003Ccenter>\u003Ci>A vulnerability example detected by static application security testing\u003C/i>\u003C/center>\u003Cp>\u003C/p>\n\n## Resolving vulnerabilities with GitLab Duo (AI)\n\n[GitLab Duo](https://about.gitlab.com/gitlab-duo/) uses AI to help developers resolve vulnerabilities. Here's how.\n\n### Understanding vulnerabilities\nCritical vulnerabilities detected in developers' code can delay code merging, often necessitating assistance from security experts to resolve the issues promptly. This leads to extended periods of open merge requests and delays in releasing features. GitLab recognizes the knowledge gap and empowers developers to comprehend security vulnerabilities identified by scans using the [Vulnerability Explanation feature](https://docs.gitlab.com/ee/user/application_security/vulnerabilities/index.html#explaining-a-vulnerability), which offers clear insights into detected vulnerabilities, potential risks with attack examples, and practical solutions for resolution, including example code snippets.\n\nVulnerability Explanation generates a dedicated overview of vulnerabilities. You can access this overview by clicking the \"Explain this vulnerability\" button within each vulnerability report.\n\n![Vulnerability Explanation example](https://res.cloudinary.com/about-gitlab-com/image/upload/v1752175726/Blog/bxuwzj9ize3wffo0ydfj.png)\n\u003Ccenter>\u003Ci>Vulnerability Explanation example\u003C/i>\u003C/center>\u003Cp>\u003C/p>\n\nDevelopers can follow all sections in the explanation to swiftly address the vulnerabilities, fostering a culture where they are involved in threat mitigation. This involvement cultivates a sense of comfort and confidence in handling security concerns, ultimately promoting a more proactive and secure development environment.\n\n### Fixing vulnerabilities\n\nGitLab goes beyond just explaining detected vulnerabilities – now, with the power of AI, the platform can swiftly suggest a resolution with just one click. This feature automatically generates detailed merge requests containing all pertinent information about the vulnerability and its intended fix. Moreover, it even suggests the necessary code to address the vulnerability. This saves developers significant time. All that's left for the developer is to review the fix, make any necessary adjustments, and merge it.\n\n![Merge request, automatically generated by AI, including details of the vulnerability, and suggested code to resolve it](https://res.cloudinary.com/about-gitlab-com/image/upload/v1752175733/Blog/emogf7awocdtudjbjhzd.png)\n\nThe above image shows a merge request, automatically generated by AI, including details of the vulnerability, and suggested code to resolve it.\n\n## Take a product tour\n\nWe've prepared a brief product tour so you can quickly dive into the functionality and see it in action (click on the image and use the \"Next\" button to progress through the demo).\n\n[![vulnerability explanation product tour screenshot](https://res.cloudinary.com/about-gitlab-com/image/upload/v1752175738/Blog/fd7yws7a1anvzhffv9sg.png)](https://tech-marketing.gitlab.io/static-demos/pt-explain-vulnerability.html)\n\n> __[Get started with GitLab Duo today](https://about.gitlab.com/gitlab-duo/)!__\n",[28,31,34],{"header":29,"content":30},"How does the Vulnerability Explanation feature improve security remediation?","The Vulnerability Explanation feature provides developers with detailed insights into detected security issues, including potential risks and best practices for resolution. 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Lee has been a software architect, teacher, professor, and educator for over 25 years. He leverages his experience as an educator to bring complex technology concepts into a business forum where executives gain valuable advice to positively impact their business.",{"altText":924,"config":933},{"src":934},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463398/vivhlomglvnstamj54bo.jpg",{"componentName":505,"type":505},"lee-faus","content:en-us:the-source:authors:lee-faus.yml","en-us/the-source/authors/lee-faus.yml","en-us/the-source/authors/lee-faus",{"_path":941,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":942,"seo":943,"content":945,"type":506,"slug":949,"_id":954,"_type":40,"title":955,"_source":41,"_file":956,"_stem":957,"_extension":44},"/en-us/the-source/authors/ncregan",{"layout":9},{"title":944},"Niall Cregan",[946,953],{"componentName":494,"type":494,"componentContent":947},{"config":948,"name":944,"headshot":950},{"gitlabHandle":949},"ncregan",{"altText":944,"config":951},{"src":952},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463431/yrtwodocb4cu3j7lkhyo.png",{"componentName":505,"type":505},"content:en-us:the-source:authors:ncregan.yml","Ncregan","en-us/the-source/authors/ncregan.yml","en-us/the-source/authors/ncregan",{"_path":959,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":960,"seo":961,"content":963,"type":506,"slug":974,"_id":975,"_type":40,"title":976,"_source":41,"_file":977,"_stem":978,"_extension":44},"/en-us/the-source/authors/rschulman",{"layout":9},{"title":962},"Robin Schulman",[964,973],{"componentName":494,"type":494,"componentContent":965},{"config":966,"name":962,"role":968,"bio":969,"headshot":970},{"gitlabHandle":967},"robin","Chief Legal Officer","Robin Schulman is the Chief Legal Officer, Head of Corporate Affairs, and Corporate Secretary of GitLab Inc., the DevSecOps platform.",{"altText":962,"config":971},{"src":972},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463437/u2xfbudw1f8hhnkrgaoy.webp",{"componentName":505,"type":505},"rschulman","content:en-us:the-source:authors:rschulman.yml","Rschulman","en-us/the-source/authors/rschulman.yml","en-us/the-source/authors/rschulman",{"_path":980,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":981,"seo":982,"content":984,"type":506,"slug":993,"_id":994,"_type":40,"title":983,"_source":41,"_file":995,"_stem":996,"_extension":44},"/en-us/the-source/authors/sabrina-farmer",{"layout":9},{"title":983},"Sabrina Farmer",[985,992],{"componentName":494,"type":494,"componentContent":986},{"name":983,"role":987,"bio":988,"headshot":989},"Chief Technology Officer","Sabrina Farmer is the Chief Technology Officer at GitLab, where she leads software engineering, operations, and customer support teams to execute the company's technical vision and strategy and oversee the development and delivery of GitLab's products and services.\n\nPrior to GitLab, Sabrina spent nearly two decades at Google, where she most recently served as vice president of engineering, core infrastructure. During her tenure with Google, she was directly responsible for the reliability, performance, and efficiency of all of Google's billion-user products and infrastructure.\n\nA long-time advocate for women in technology, Farmer earned a B.S. in Computer Science at the University of New Orleans, where she established two scholarships to help level the playing field for inclusion and empowerment in technology.",{"altText":983,"config":990},{"src":991},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463377/udmzbjjr5xrcrffdlphx.webp",{"componentName":505,"type":505},"sabrina-farmer","content:en-us:the-source:authors:sabrina-farmer.yml","en-us/the-source/authors/sabrina-farmer.yml","en-us/the-source/authors/sabrina-farmer",{"_path":998,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":999,"seo":1000,"content":1002,"type":506,"slug":1012,"_id":1013,"_type":40,"title":1001,"_source":41,"_file":1014,"_stem":1015,"_extension":44},"/en-us/the-source/authors/sandra-gittlen",{"layout":9},{"title":1001},"Sandra Gittlen",[1003,1011],{"componentName":494,"type":494,"componentContent":1004},{"config":1005,"name":1001,"role":1007,"headshot":1008},{"gitlabHandle":1006},"sgittlen","Managing Editor, Blog",{"altText":1001,"config":1009},{"src":1010},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463466/r7ckb9h2zr4c2rsz3zlm.png",{"componentName":505,"type":505},"sandra-gittlen","content:en-us:the-source:authors:sandra-gittlen.yml","en-us/the-source/authors/sandra-gittlen.yml","en-us/the-source/authors/sandra-gittlen",{"_path":1017,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":1018,"seo":1019,"content":1021,"type":506,"slug":1028,"_id":1029,"_type":40,"title":1020,"_source":41,"_file":1030,"_stem":1031,"_extension":44},"/en-us/the-source/authors/sharon-gaudin",{"layout":9},{"title":1020},"Sharon Gaudin",[1022,1027],{"componentName":494,"type":494,"componentContent":1023},{"name":1020,"headshot":1024},{"altText":1020,"config":1025},{"src":1026},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463475/h6j4nnvykzyfzgvl7txb.webp",{"componentName":505,"type":505},"sharon-gaudin","content:en-us:the-source:authors:sharon-gaudin.yml","en-us/the-source/authors/sharon-gaudin.yml","en-us/the-source/authors/sharon-gaudin",{"_path":1033,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":1034,"seo":1035,"content":1037,"type":506,"slug":1049,"_id":1050,"_type":40,"title":1036,"_source":41,"_file":1051,"_stem":1052,"_extension":44},"/en-us/the-source/authors/stephen-walters",{"layout":9},{"title":1036},"Stephen Walters",[1038,1048],{"componentName":494,"type":494,"componentContent":1039},{"config":1040,"name":1036,"role":1043,"bio":1044,"headshot":1045},{"gitlabHandle":1041,"linkedInProfileUrl":1042},"swalters1","https://www.linkedin.com/in/1stephenwalters/","Field CTO, GitLab","Stephen Walters is Field CTO for GitLab. Stephen has been in the IT industry for over 30 years. He is an extensively experienced subject matter expert in Value Stream Management, DevSecOps, DevOps, ALM, SDLC and IT4IT, with management and consultancy experience across end-to-end IT disciplines. Currently also operating as an Ambassador for the DevOps Institute and an Influencer in the Value Stream Management Consortium, he is interested in all things DevOps. Stephen is a co-author of the Value Stream Reference Architectures white paper and is currently pursuing further research into Value Stream Management, Organizational Architecture and AI.",{"altText":1036,"config":1046},{"src":1047},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463392/g6ktk5qb4vcqc9wqjlf9.jpg",{"componentName":505,"type":505},"stephen-walters","content:en-us:the-source:authors:stephen-walters.yml","en-us/the-source/authors/stephen-walters.yml","en-us/the-source/authors/stephen-walters",{"_path":1054,"_dir":488,"_draft":6,"_partial":6,"_locale":7,"config":1055,"seo":1056,"content":1058,"type":506,"slug":1070,"_id":1071,"_type":40,"title":1072,"_source":41,"_file":1073,"_stem":1074,"_extension":44},"/en-us/the-source/authors/taylor-mccaslin",{"layout":9},{"title":1057},"Taylor McCaslin",[1059,1069],{"componentName":494,"type":494,"componentContent":1060},{"config":1061,"name":1057,"role":1064,"bio":1065,"headshot":1066},{"gitlabHandle":1062,"linkedInProfileUrl":1063},"tmccaslin","https://www.linkedin.com/in/taylormccaslin/","Group Manager, Product - Data Science","Taylor McCaslin is the Product Lead for AI/ML at GitLab, where he is responsible for leading the team of product managers who manage the AI Powered and ModelOps stage groups and sets the vision and direction for how to empower GitLab users to leverage data science as part of their DevOps program. Prior to joining GitLab, he held positions at Indeed, Duo Security, and WP Engine.",{"altText":1057,"config":1067},{"src":1068},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463427/trfasilaeasosxfcxmsm.jpg",{"componentName":505,"type":505},"taylor-mccaslin","content:en-us:the-source:authors:taylor-mccaslin.yml","Taylor Mccaslin","en-us/the-source/authors/taylor-mccaslin.yml","en-us/the-source/authors/taylor-mccaslin",1754424542960]