[{"data":1,"prerenderedAt":1955},["ShallowReactive",2],{"/blog/vulnerability-triage-made-simple-with-gitlab-security-analyst-agent":3,"navigation-en-us":1172,"banner-en-us":1599,"footer-en-us":1609,"blog-post-authors-en-us-Fernando Diaz":1854,"blog-related-posts-en-us-vulnerability-triage-made-simple-with-gitlab-security-analyst-agent":1869,"blog-promotions-en-us":1893,"next-steps-en-us":1945},{"id":4,"title":5,"authors":6,"body":8,"category":1154,"date":1155,"description":1156,"extension":1157,"externalUrl":1158,"faq":1158,"featured":1159,"heroImage":1160,"meta":1161,"navigation":268,"path":1162,"seo":1163,"slug":1164,"stem":1165,"tags":1166,"template":1170,"updatedDate":1158,"__hash__":1171},"blogPosts/en-us/blog/vulnerability-triage-made-simple-with-gitlab-security-analyst-agent.md","AI-powered vulnerability triaging with GitLab Duo Security Agent",[7],"Fernando Diaz",{"type":9,"value":10,"toc":1128},"minimark",[11,15,31,42,47,50,53,88,91,95,98,103,106,188,192,200,213,310,314,323,338,492,500,515,519,522,526,533,550,556,560,563,580,584,587,626,629,635,641,647,654,660,669,673,676,680,683,721,725,728,739,743,752,761,766,769,788,794,800,803,807,810,814,820,826,829,835,838,882,885,891,898,904,910,916,922,928,934,938,941,946,954,959,965,970,976,981,987,990,994,997,1002,1008,1014,1020,1024,1027,1053,1057,1060,1092,1096,1099,1102,1105,1124],[12,13,14],"p",{},"Security vulnerabilities are discovered constantly in modern applications. Development teams often face hundreds or thousands\nof findings from security scanners, making it challenging to identify which vulnerabilities pose the greatest risk and should\nbe prioritized. This is where effective vulnerability triaging becomes essential.",[12,16,17,18,24,25,30],{},"In this article, we'll explore how GitLab's ",[19,20,23],"a",{"href":21,"rel":22},"https://docs.gitlab.com/user/application_security/",[],"integrated security scanning capabilities"," combined with the ",[19,26,29],{"href":27,"rel":28},"https://docs.gitlab.com/user/duo_agent_platform/agents/foundational_agents/security_analyst_agent/",[],"GitLab Duo Security Analyst Agent","\ncan transform vulnerability management from a time-consuming manual process into an intelligent, efficient workflow.",[32,33,34],"blockquote",{},[12,35,36,37],{},"💡 Join GitLab Transcend on February 10 to learn how agentic AI transforms software delivery. Hear from customers and discover how to jumpstart your own modernization journey. ",[19,38,41],{"href":39,"rel":40},"https://about.gitlab.com/events/transcend/virtual/",[],"Register now.",[43,44,46],"h2",{"id":45},"what-is-vulnerability-triaging","What is vulnerability triaging?",[12,48,49],{},"Vulnerability triaging is the process of analyzing, prioritizing, and deciding how to address security findings discovered in\nyour applications. Not all vulnerabilities are created equal — some represent critical risks requiring immediate attention, while\nothers may be false positives or pose minimal threat in your specific context.",[12,51,52],{},"Traditional triaging involves:",[54,55,56,64,70,76,82],"ul",{},[57,58,59,63],"li",{},[60,61,62],"strong",{},"Reviewing scan results"," from multiple security tools",[57,65,66,69],{},[60,67,68],{},"Assessing severity"," based on CVSS scores and exploitability",[57,71,72,75],{},[60,73,74],{},"Understanding context"," such as whether vulnerable code is actually reachable",[57,77,78,81],{},[60,79,80],{},"Prioritizing remediation"," based on business impact and risk",[57,83,84,87],{},[60,85,86],{},"Tracking resolution"," through to deployment",[12,89,90],{},"This process becomes overwhelming when dealing with large codebases and frequent scans. GitLab addresses these challenges through\nintegrated security scanning and AI-powered analysis.",[43,92,94],{"id":93},"how-to-add-integrated-security-scanners-in-gitlab","How to add integrated security scanners in GitLab",[12,96,97],{},"GitLab provides built-in security scanners that integrate seamlessly into your CI/CD pipelines. These scanners run automatically\nduring pipeline execution and populate GitLab's Vulnerability Report with findings from the default branch.",[99,100,102],"h3",{"id":101},"available-security-scanners","Available security scanners",[12,104,105],{},"GitLab offers the following security scanning capabilities:",[54,107,108,118,128,138,148,158,168,178],{},[57,109,110,117],{},[60,111,112],{},[19,113,116],{"href":114,"rel":115},"https://docs.gitlab.com/user/application_security/sast/",[],"Static Application Security Testing (SAST)",": Analyzes source code for vulnerabilities",[57,119,120,127],{},[60,121,122],{},[19,123,126],{"href":124,"rel":125},"https://docs.gitlab.com/user/application_security/dependency_scanning/",[],"Dependency Scanning",": Identifies vulnerabilities in project dependencies",[57,129,130,137],{},[60,131,132],{},[19,133,136],{"href":134,"rel":135},"https://docs.gitlab.com/user/application_security/container_scanning/",[],"Container Scanning",": Scans Docker images for known vulnerabilities",[57,139,140,147],{},[60,141,142],{},[19,143,146],{"href":144,"rel":145},"https://docs.gitlab.com/user/application_security/dast/browser/",[],"Dynamic Application Security Testing (DAST)",": Tests running applications for vulnerabilities",[57,149,150,157],{},[60,151,152],{},[19,153,156],{"href":154,"rel":155},"https://docs.gitlab.com/user/application_security/secret_detection/",[],"Secret Detection",": Finds accidentally committed secrets and credentials",[57,159,160,167],{},[60,161,162],{},[19,163,166],{"href":164,"rel":165},"https://docs.gitlab.com/user/application_security/iac_scanning/",[],"Infrastructure-as-Code (IaC) Scanning",": Analyzes infrastructure as code for misconfigurations",[57,169,170,177],{},[60,171,172],{},[19,173,176],{"href":174,"rel":175},"https://docs.gitlab.com/user/application_security/api_security_testing/",[],"API Security Testing",": Test web APIs to help discover bugs and potential security issues",[57,179,180,187],{},[60,181,182],{},[19,183,186],{"href":184,"rel":185},"https://docs.gitlab.com/user/application_security/api_fuzzing/",[],"Web API Fuzzing",": Passes unexpected values to API operation parameters to cause unexpected behavior and errors in the backend",[99,189,191],{"id":190},"example-adding-sast-and-dependency-scanning","Example: Adding SAST and Dependency Scanning",[12,193,194,195,199],{},"To enable security scanning, add the scanners to your ",[196,197,198],"code",{},".gitlab-ci.yml"," file.",[12,201,202,203,206,207,212],{},"In this example, we are including SAST and Dependency Scanning templates which automatically run those scanners on the test stage.\nEach scanner can be overwritten using variables (which differ for each scanner). For example, the ",[196,204,205],{},"SAST_EXCLUDED_PATHS"," variable\ntells SAST to skip the directories/files provided. Security jobs can be further overwritten using the ",[19,208,211],{"href":209,"rel":210},"https://docs.gitlab.com/ci/yaml/",[],"GitLab Job Syntax",".",[214,215,220],"pre",{"className":216,"code":217,"language":218,"meta":219,"style":219},"language-yaml shiki shiki-themes github-light","include:\n  - template: Security/SAST.gitlab-ci.yml\n  - template: Security/Dependency-Scanning.gitlab-ci.yml\n\nstages:\n  - test\n\nvariables:\n  SAST_EXCLUDED_PATHS: \"spec/, test/, tests/, tmp/\"\n","yaml","",[196,221,222,235,251,263,270,278,286,291,299],{"__ignoreMap":219},[223,224,227,231],"span",{"class":225,"line":226},"line",1,[223,228,230],{"class":229},"shJU0","include",[223,232,234],{"class":233},"sgsFI",":\n",[223,236,238,241,244,247],{"class":225,"line":237},2,[223,239,240],{"class":233},"  - ",[223,242,243],{"class":229},"template",[223,245,246],{"class":233},": ",[223,248,250],{"class":249},"sYBdl","Security/SAST.gitlab-ci.yml\n",[223,252,254,256,258,260],{"class":225,"line":253},3,[223,255,240],{"class":233},[223,257,243],{"class":229},[223,259,246],{"class":233},[223,261,262],{"class":249},"Security/Dependency-Scanning.gitlab-ci.yml\n",[223,264,266],{"class":225,"line":265},4,[223,267,269],{"emptyLinePlaceholder":268},true,"\n",[223,271,273,276],{"class":225,"line":272},5,[223,274,275],{"class":229},"stages",[223,277,234],{"class":233},[223,279,281,283],{"class":225,"line":280},6,[223,282,240],{"class":233},[223,284,285],{"class":249},"test\n",[223,287,289],{"class":225,"line":288},7,[223,290,269],{"emptyLinePlaceholder":268},[223,292,294,297],{"class":225,"line":293},8,[223,295,296],{"class":229},"variables",[223,298,234],{"class":233},[223,300,302,305,307],{"class":225,"line":301},9,[223,303,304],{"class":229},"  SAST_EXCLUDED_PATHS",[223,306,246],{"class":233},[223,308,309],{"class":249},"\"spec/, test/, tests/, tmp/\"\n",[99,311,313],{"id":312},"example-adding-container-scanning","Example: Adding Container Scanning",[12,315,316,317,322],{},"GitLab provides a built-in ",[19,318,321],{"href":319,"rel":320},"https://docs.gitlab.com/user/packages/container_registry/",[],"container registry","\nwhere you can store container images for each GitLab project. To scan those containers for vulnerabilities,\nyou can enable container scanning.",[12,324,325,326,329,330,333,334,337],{},"This example shows how a container is built and pushed in the ",[196,327,328],{},"build-container"," job running in the ",[196,331,332],{},"build"," stage\nand how it is then scanned in the same pipeline in the ",[196,335,336],{},"test"," stage:",[214,339,341],{"className":216,"code":340,"language":218,"meta":219,"style":219},"include:\n  - template: Security/Container-Scanning.gitlab-ci.yml\n\nstages:\n  - build\n  - test\n\nbuild-container:\n  stage: build\n  variables:\n    IMAGE: $CI_REGISTRY_IMAGE/$CI_COMMIT_REF_SLUG:$CI_COMMIT_SHA\n  before_script:\n    - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY\n  script:\n    - docker build -t $IMAGE .\n    - docker push $IMAGE\n\ncontainer_scanning:\n  variables:\n    CS_IMAGE: $CI_REGISTRY_IMAGE/$CI_COMMIT_REF_SLUG:$CI_COMMIT_SHA\n",[196,342,343,349,360,364,370,377,383,387,393,402,410,421,429,438,446,454,462,467,475,482],{"__ignoreMap":219},[223,344,345,347],{"class":225,"line":226},[223,346,230],{"class":229},[223,348,234],{"class":233},[223,350,351,353,355,357],{"class":225,"line":237},[223,352,240],{"class":233},[223,354,243],{"class":229},[223,356,246],{"class":233},[223,358,359],{"class":249},"Security/Container-Scanning.gitlab-ci.yml\n",[223,361,362],{"class":225,"line":253},[223,363,269],{"emptyLinePlaceholder":268},[223,365,366,368],{"class":225,"line":265},[223,367,275],{"class":229},[223,369,234],{"class":233},[223,371,372,374],{"class":225,"line":272},[223,373,240],{"class":233},[223,375,376],{"class":249},"build\n",[223,378,379,381],{"class":225,"line":280},[223,380,240],{"class":233},[223,382,285],{"class":249},[223,384,385],{"class":225,"line":288},[223,386,269],{"emptyLinePlaceholder":268},[223,388,389,391],{"class":225,"line":293},[223,390,328],{"class":229},[223,392,234],{"class":233},[223,394,395,398,400],{"class":225,"line":301},[223,396,397],{"class":229},"  stage",[223,399,246],{"class":233},[223,401,376],{"class":249},[223,403,405,408],{"class":225,"line":404},10,[223,406,407],{"class":229},"  variables",[223,409,234],{"class":233},[223,411,413,416,418],{"class":225,"line":412},11,[223,414,415],{"class":229},"    IMAGE",[223,417,246],{"class":233},[223,419,420],{"class":249},"$CI_REGISTRY_IMAGE/$CI_COMMIT_REF_SLUG:$CI_COMMIT_SHA\n",[223,422,424,427],{"class":225,"line":423},12,[223,425,426],{"class":229},"  before_script",[223,428,234],{"class":233},[223,430,432,435],{"class":225,"line":431},13,[223,433,434],{"class":233},"    - ",[223,436,437],{"class":249},"docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY\n",[223,439,441,444],{"class":225,"line":440},14,[223,442,443],{"class":229},"  script",[223,445,234],{"class":233},[223,447,449,451],{"class":225,"line":448},15,[223,450,434],{"class":233},[223,452,453],{"class":249},"docker build -t $IMAGE .\n",[223,455,457,459],{"class":225,"line":456},16,[223,458,434],{"class":233},[223,460,461],{"class":249},"docker push $IMAGE\n",[223,463,465],{"class":225,"line":464},17,[223,466,269],{"emptyLinePlaceholder":268},[223,468,470,473],{"class":225,"line":469},18,[223,471,472],{"class":229},"container_scanning",[223,474,234],{"class":233},[223,476,478,480],{"class":225,"line":477},19,[223,479,407],{"class":229},[223,481,234],{"class":233},[223,483,485,488,490],{"class":225,"line":484},20,[223,486,487],{"class":229},"    CS_IMAGE",[223,489,246],{"class":233},[223,491,420],{"class":249},[12,493,494,495,212],{},"Once configured, these scanners execute automatically in your pipeline and report findings to\nthe ",[19,496,499],{"href":497,"rel":498},"https://docs.gitlab.com/user/application_security/vulnerability_report/",[],"Vulnerability Report",[12,501,502,505,506,511,512,514],{},[60,503,504],{},"Note:"," Although not covered in this blog, in merge requests, scanners show the diff of vulnerabilities from a feature\nbranch to the target branch. Additionally, granular ",[19,507,510],{"href":508,"rel":509},"https://docs.gitlab.com/user/application_security/policies/",[],"security policies"," can be created to prevent vulnerable code\nfrom being merged (without approval) if vulnerabilities are detected, as well as force scanners to run, regardless of how the\n",[196,513,198],{}," is defined.",[43,516,518],{"id":517},"triaging-using-the-vulnerability-report-and-pages","Triaging using the Vulnerability Report and Pages",[12,520,521],{},"After scanners run, GitLab aggregates all findings in centralized views that make triaging more manageable.",[99,523,525],{"id":524},"accessing-the-vulnerability-report","Accessing the Vulnerability Report",[12,527,528,529,532],{},"Navigate to ",[60,530,531],{},"Security & Compliance > Vulnerability Report"," in your project or group. This page displays all\ndiscovered vulnerabilities with key information:",[54,534,535,538,541,544,547],{},[57,536,537],{},"Severity levels (Critical, High, Medium, Low, Info)",[57,539,540],{},"Status (Detected, Confirmed, Dismissed, Resolved)",[57,542,543],{},"Scanner type that detected the vulnerability",[57,545,546],{},"Affected files and lines of code",[57,548,549],{},"Detection date and pipeline information",[12,551,552],{},[553,554],"img",{"alt":499,"src":555},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072457/jsz5qcti9pse1myyzktd.png",[99,557,559],{"id":558},"filtering-and-organizing-vulnerabilities","Filtering and organizing vulnerabilities",[12,561,562],{},"The Vulnerability Report provides powerful filtering options:",[54,564,565,568,571,574,577],{},[57,566,567],{},"Filter by severity, status, scanner, identifier, and reachability",[57,569,570],{},"Group by severity, status, scanner, OWASP Top 10",[57,572,573],{},"Search for specific CVEs or vulnerability names",[57,575,576],{},"Sort by detection date or severity",[57,578,579],{},"View trends over time with the security dashboard",[99,581,583],{"id":582},"manual-workflow-triage","Manual workflow triage",[12,585,586],{},"Traditional triaging in GitLab involves:",[588,589,590,596,602,608,614,620],"ol",{},[57,591,592,595],{},[60,593,594],{},"Reviewing each vulnerability"," by clicking into the detail page",[57,597,598,601],{},[60,599,600],{},"Assessing the description"," and understand the potential impact",[57,603,604,607],{},[60,605,606],{},"Examining the affected code"," through integrated links",[57,609,610,613],{},[60,611,612],{},"Checking for existing fixes"," or patches in dependencies",[57,615,616,619],{},[60,617,618],{},"Setting status"," (Confirm, Dismiss with reason, or create an issue)",[57,621,622,625],{},[60,623,624],{},"Assigning ownership"," for remediation",[12,627,628],{},"This is an example of vulnerability data provided to allow for triage including the code flow:",[12,630,631],{},[553,632],{"alt":633,"src":634},"Vulnerability Page 1","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072471/imy4qfc89ajoc42auqs3.png",[12,636,637],{},[553,638],{"alt":639,"src":640},"Vulnerability Page 2","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072473/g7dfge2acunebf9oa99g.png",[12,642,643],{},[553,644],{"alt":645,"src":646},"Vulnerability Code Flow","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072468/wr2i9ry5rgzwhimmo793.png",[12,648,649,650,653],{},"When on the vulnerability data page, you can select ",[60,651,652],{},"Edit vulnerability"," to change its\nstatus as well as provide a reason. Then you can create an issue and assign ownership for remediation.",[12,655,656],{},[553,657],{"alt":658,"src":659},"Vulnerability Page - Status Change","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072466/t0m8ewo82wbgo12d3vip.png",[12,661,662,663,668],{},"While this workflow is comprehensive, it requires security expertise and can be time-consuming when dealing with hundreds\nof findings. This is where GitLab Duo Security Analyst Agent, part of ",[19,664,667],{"href":665,"rel":666},"https://about.gitlab.com/gitlab-duo-agent-platform/",[],"GitLab Duo Agent Platform",", becomes invaluable.",[43,670,672],{"id":671},"about-security-analyst-agent-and-how-to-set-it-up","About Security Analyst Agent and how to set it up",[12,674,675],{},"GitLab Duo Security Analyst Agent is an AI-powered tool that automates vulnerability analysis and triaging.\nThe agent understands your application context, evaluates risk intelligently, and provides actionable recommendations.",[99,677,679],{"id":678},"what-security-analyst-agent-does","What Security Analyst Agent does",[12,681,682],{},"The agent analyzes vulnerabilities by:",[54,684,685,691,697,703,709,715],{},[57,686,687,690],{},[60,688,689],{},"Evaluating exploitability"," in your specific codebase context",[57,692,693,696],{},[60,694,695],{},"Assessing reachability"," to determine if vulnerable code paths are actually used",[57,698,699,702],{},[60,700,701],{},"Prioritizing based on risk"," rather than just CVSS scores",[57,704,705,708],{},[60,706,707],{},"Explaining vulnerabilities"," in clear, actionable language",[57,710,711,714],{},[60,712,713],{},"Recommending remediation steps"," specific to your application",[57,716,717,720],{},[60,718,719],{},"Reducing false positives"," through contextual analysis",[99,722,724],{"id":723},"prerequisites","Prerequisites",[12,726,727],{},"To use Security Analyst Agent, you need:",[54,729,730,733,736],{},[57,731,732],{},"GitLab Ultimate subscription with GitLab Duo Agent Platform enabled",[57,734,735],{},"Security scanners configured in your project",[57,737,738],{},"At least one vulnerability in your Vulnerability Report",[99,740,742],{"id":741},"enabling-security-analyst-agent","Enabling Security Analyst Agent",[12,744,745,746,751],{},"Security Analyst Agent is a ",[19,747,750],{"href":748,"rel":749},"https://docs.gitlab.com/user/duo_agent_platform/agents/foundational_agents/",[],"foundational agent",".\nUnlike the general-purpose GitLab Duo agent, foundational agents understand the unique workflows, frameworks, and best practices\nof their specialized domains. Foundational agents can be accessed directly from your project without any additional configuration.",[12,753,754,755,760],{},"You can find Security Analyst Agent in the ",[19,756,759],{"href":757,"rel":758},"https://docs.gitlab.com/user/duo_agent_platform/ai_catalog/",[],"AI Catalog",":",[12,762,763],{},[553,764],{"alt":759,"src":765},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072458/nv1qwisln1hxbgzeva7a.png",[12,767,768],{},"To dive in and see the details of the agent, such as its system prompt and tools:",[588,770,771,776,782],{},[57,772,528,773,212],{},[60,774,775],{},"gitlab.com/explore/",[57,777,778,779,781],{},"Select ",[60,780,759],{}," from the side tab.",[57,783,778,784,787],{},[60,785,786],{},"Security Analyst Agent"," from the list.",[12,789,790],{},[553,791],{"alt":792,"src":793},"Security Analyst Agent Details 1","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072470/wjbwpgy6ipbblderxfdb.png",[12,795,796],{},[553,797],{"alt":798,"src":799},"Security Analyst Agent Details 2","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072469/dzhbqxt2cmwwvxeaqxfe.png",[12,801,802],{},"The agent is integrated directly into your existing workflow without requiring additional configuration beyond the defined\nprerequistes.",[43,804,806],{"id":805},"using-security-analyst-agent-to-find-most-critical-vulnerabilities","Using Security Analyst Agent to find most critical vulnerabilities",[12,808,809],{},"Now let's explore how to leverage Security Analyst Agent to quickly identify and prioritize the vulnerabilities\nthat matter most.",[99,811,813],{"id":812},"starting-an-analysis","Starting an analysis",[12,815,816,817,212],{},"To start an analysis, navigate to your GitLab project (ensure it meets the prerequistes). Then\nyou can open GitLab Duo Chat and select the ",[60,818,819],{},"Security Agent",[12,821,822],{},[553,823],{"alt":824,"src":825},"Security Analyst Agent selection","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072464/rrdk9aidkck2oeddtjm0.png",[12,827,828],{},"From the chat, select the model to use with the agent and make sure to enable Agentic mode.",[12,830,831],{},[553,832],{"alt":833,"src":834},"Security Analyst Agent - Model Selection","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072458/hvccofv3nadkpkzfevx0.png",[12,836,837],{},"A chat will open where you can engage with Security Analyst Agent by using the agent's conversational\ninterface. This agent can perform:",[54,839,840,846,852,858,864,870,876],{},[57,841,842,845],{},[60,843,844],{},"Vulnerability triage",": Analyze and prioritize security findings across different scan types.",[57,847,848,851],{},[60,849,850],{},"Risk assessment",": Evaluate the severity, exploitability, and business impact of vulnerabilities.",[57,853,854,857],{},[60,855,856],{},"False positive identification",": Distinguish genuine threats from benign findings.",[57,859,860,863],{},[60,861,862],{},"Compliance management",": Understand regulatory requirements and remediation timelines.",[57,865,866,869],{},[60,867,868],{},"Security reporting",": Generate summaries of security posture and remediation progress.",[57,871,872,875],{},[60,873,874],{},"Remediation planning",": Create actionable plans to address security vulnerabilities.",[57,877,878,881],{},[60,879,880],{},"Security workflow automation",": Streamline repetitive security assessment tasks.",[12,883,884],{},"Additionally, these are the tools which Security Analyst Agent has at its disposal:",[12,886,887],{},[553,888],{"alt":889,"src":890},"Security Analyst Agent - tools","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766072470/bgg2icxb0hp5g0zmerj3.png",[12,892,893,894,897],{},"For example, I can ask \"",[60,895,896],{},"What are the most critical vulnerabilities and which vulnerabilities should I address first?","\"\nto make it easy to determine what is important. 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By combining GitLab's integrated security scanners\nwith GitLab Duo Security Analyst Agent, development teams can quickly identify and prioritize the vulnerabilities that\ntruly matter.",[12,1100,1101],{},"The agent's ability to understand context, assess real risk, and provide actionable guidance transforms security scanning\nfrom a compliance checkbox into a practical, efficient part of your development workflow. Instead of drowning in hundreds\nof vulnerability reports, you can focus your energy on addressing the issues that actually threaten your application's security.",[12,1103,1104],{},"Start by enabling security scanners in your GitLab pipelines, then leverage Security Analyst Agent to make intelligent,\ninformed decisions about vulnerability remediation. Your future self — and your security team — will thank you.",[32,1106,1107],{},[12,1108,1109,1112,1113,1118,1119,1123],{},[60,1110,1111],{},"Ready to get started?"," Check out the ",[19,1114,1117],{"href":1115,"rel":1116},"https://docs.gitlab.com/user/duo_agent_platform/",[],"GitLab Duo Agent Platform documentation"," and\n",[19,1120,1122],{"href":21,"rel":1121},[],"security scanning documentation"," to begin transforming your\nvulnerability management workflow today.",[1125,1126,1127],"style",{},"html pre.shiki code .shJU0, html code.shiki .shJU0{--shiki-default:#22863A}html pre.shiki code .sgsFI, html code.shiki .sgsFI{--shiki-default:#24292E}html pre.shiki code .sYBdl, html code.shiki .sYBdl{--shiki-default:#032F62}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: 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