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Security · llms.txt file breakdown
AI-native DevSecOps platform for planning, building, securing, and shipping software.
The actual file
The saved llms.txt text, displayed as source. The file belongs to its publisher; the live endpoint may change.
Complete saved Markdown shown below.
# GitLab
> AI-native DevSecOps platform for planning, building, securing, and shipping software.
## Pricing
- [View plans](https://about.gitlab.com/pricing/): See pricing for GitLab's DevSecOps Platform, which combines the ability to develop, secure, and operate software in a single application.
- [Why Premium?](https://about.gitlab.com/pricing/premium/): Enhance team productivity and coordination with GitLab Premium.
- [Why Ultimate?](https://about.gitlab.com/pricing/ultimate/): Achieve organization wide security, compliance, and planning with GitLab Ultimate
## Platform
- [Explore the platform](https://about.gitlab.com/platform/): One control plane for humans and AI agents. See how GitLab brings governance, context, and delivery to the entire software development lifecycle.
- [Agentic Orchestration](https://about.gitlab.com/gitlab-duo-agent-platform/): Custom AI workflow automation across the software lifecycle. Specialized agents for planning, coding, security, and deployment with enterprise governance.
- [CI/CD](https://about.gitlab.com/solutions/continuous-integration/): With GitLab's CI/CD automation solution, teams and their AI agents stay in flow and ship secure software faster while improving code quality.
- [Context Graph](https://about.gitlab.com/gitlab-orbit/): GitLab Orbit is the lifecycle context graph for software engineering, giving every agent first-party context across your code, pipelines, and deployments.
- [Secrets Management](https://about.gitlab.com/gitlab-secrets-manager/): Native secrets management built on OpenBao. Pipeline and runtime secrets in one store, governed by the permissions and audit trail that cover your code.
- [Why GitLab](https://about.gitlab.com/why-gitlab/): Enterprises choose GitLab for DevSecOps: one platform for every workflow, complete context across the SDLC, and flexible guardrails with consistent security.
## Topics
- [CI/CD](https://about.gitlab.com/topics/ci-cd/): Learn about Continuous Integration and Continuous Delivery (CI/CD) processes and how they ensure faster development cycles and automated deployments!
- [GitOps](https://about.gitlab.com/topics/gitops/): Discover GitOps and automate IT infrastructure using infrastructure as code (IaC), Git, code review, and CI/CD pipelines for reliable deployments!
- [DevOps](https://about.gitlab.com/topics/devops/): Learn about the benefits and features of the DevOps lifecycle, and how to use communication and collaboration to deliver better quality code, faster!
- [Version Control](https://about.gitlab.com/topics/version-control/): Learn what version control is and how it is used to track revisions, solve integration conflicts, and manage different artifacts involved in software projects.
- [DevSecOps](https://about.gitlab.com/topics/devsecops/): DevSecOps integrates security into DevOps. Learn what DevSecOps is, why it matters, and how it helps teams release faster and more secure software
- [Cloud Native](https://about.gitlab.com/topics/cloud-native/): Learn about cloud native applications that leverage technologies like containers, Kubernetes, and microservices to run at unprecedented scale and stability.
- [AI for Coding](https://about.gitlab.com/topics/devops/ai-for-coding/): Discover how AI helps developers automate tasks, evaluate code quality, and enhance efficiency. Explore the future of DevOps. Click here to learn more!
- [Agentic AI](https://about.gitlab.com/topics/agentic-ai/): Discover how agentic AI revolutionizes IT operations, transforming DevOps and DevSecOps with autonomous capabilities to boost automation and security!
## Solutions
- [DevOps modernization](https://about.gitlab.com/assessments/devops-modernization-assessment/): DevOps Modernization Assessment: Get your maturity score in 5 minutes. Accelerate delivery, reduce toolchain costs, and unlock measurable productivity gains.
- [Security modernization](https://about.gitlab.com/assessments/security-modernization-assessment/): Security Modernization Assessment: Get your maturity score in 5 minutes. Shift security left, automate compliance, and ship faster without added risk.
- [AI modernization](https://about.gitlab.com/assessments/ai-modernization-assessment/): AI Modernization Assessment: Get your maturity score in 5 minutes. Move beyond AI coding to intelligent orchestration across the software development lifecycle.
- [Financial services](https://about.gitlab.com/solutions/finance/): Accelerate development and software quality for teams and their AI agents through social coding, CI, and release automation with intelligent orchestration.
- [Public sector](https://about.gitlab.com/solutions/public-sector/): GitLab's intelligent orchestration delivers secure SCM, CI/CD, security and compliance tailored to government teams and AI agents.
- [Telecommunications](https://about.gitlab.com/solutions/telecommunications/): From network operator to digital innovator.
- [Automotive](https://about.gitlab.com/solutions/automotive/): Ship software-defined vehicle experiences faster, with the control plane safety and compliance demand.
- [Education](https://about.gitlab.com/solutions/education/): The future of software development starts here with intelligent orchestration for students, faculty, and their AI agents.
- [Aerospace](https://about.gitlab.com/solutions/aerospace/): Ship mission software faster with ITAR-ready control. One platform for spacecraft, aviation, and defense teams and their agents.
- [Enterprise](https://about.gitlab.com/enterprise/): Ship software at scale with your agents, backed by enterprise-grade controls. One foundation for context, governance, and a path from plan to production.
- [Small business](https://about.gitlab.com/small-business/): Ship software with your team and agents from day one. CI/CD, source code management, and intelligent orchestration that grows with your small business.
- [Startups](https://about.gitlab.com/solutions/startups/): The single application to accelerate your startup. We are offering our top tiers for free to startups that meet the eligibility criteria. Learn more!
- [GitOps](https://about.gitlab.com/solutions/gitops/): GitOps on GitLab with speed and control. Teams and agents deploy environments with shared policy and auditability.
- [Software composition analysis](https://about.gitlab.com/solutions/supply-chain/): Agents move through your supply chain at machine speed. GitLab applies policy-as-code from code to release with continuous governance.
- [Value stream management](https://about.gitlab.com/solutions/visibility-measurement/): Shared delivery metrics for teams and AI agents. DORA, value streams, and built-in dashboards in one DevSecOps platform.
- [All solutions](https://about.gitlab.com/solutions/): Explore modernization journeys and platform pillars that deliver speed with control.
## Resources
- [Install](https://about.gitlab.com/install/): Download, install and maintain your own GitLab instance with various installation packages and downloads for Linux, Kubernetes, Docker, Google Cloud and more.
- [Quick start guides](https://about.gitlab.com/get-started/): How would you like to get started?
- [Demo Series](https://about.gitlab.com/gitlab-technical-demo-series/): Technical demonstrations for the GitLab platform that cover the entire software lifecycle, from CI/CD to governance to agentic workflows.
- [Demo Hub](https://about.gitlab.com/demo-hub/): Explore GitLab's capabilities through interactive demos and hands-on experiences across Duo Agent Platform, Security, and DevSecOps.
- [Services](https://about.gitlab.com/services/): Accelerate development cycles, enhance security practices, or optimize your DevSecOps workflows with the help of our Success and Professional Services teams
- [Blog](https://about.gitlab.com/blog/): Tutorials, product information, expert insights, and more from GitLab to help DevSecOps teams build, test, and deploy secure software faster.
- [Community](https://about.gitlab.com/community/): Join the GitLab community to learn, connect, contribute, grow, and get more from GitLab.
- [Customers](https://about.gitlab.com/customers/): Customers share how they've been able to shorten the software development lifecycle while using GitLab
- [Partners](https://about.gitlab.com/partners/): Every application that supports Git will work with GitLab. Click here to see some of the applications & integrations we would like to highlight.
- [Events](https://about.gitlab.com/events/): Where you'll find information on the GitLab happenings circuit
- [What's new](https://about.gitlab.com/whats-new/): Discover the latest company news and platform releases
- [All resources](https://about.gitlab.com/resources/): The list of available resources such as whitepapers, webinars, etc.
## Company
- [About](https://about.gitlab.com/company/): Learn more about GitLab, the intelligent orchestration platform where teams and their AI agents stay in flow to ship software faster.
- [Jobs](https://about.gitlab.com/jobs/): Help the world build better software
- [Press](https://about.gitlab.com/press/): Here you can find all our recent GitLab news, press releases, logos and brand assets. Learn more!
- [Leadership](https://about.gitlab.com/company/team/e-group/): Meet GitLab's Executive Team
- [Trust Center](https://about.gitlab.com/security/): At GitLab, we're committed to Information Security.
- [AI Transparency Center](https://about.gitlab.com/ai-transparency-center/): Explore how we implement governance and transparency in GitLab’s intelligent orchestration platform to help you protect valuable assets as you benefit from AI.
- [Sustainability](https://about.gitlab.com/sustainability/): GitLab's sustainability strategy drives and integrates responsible business practices and environmental, social, and governance (ESG) regulatory compliance.
- [Diversity, inclusion and belonging (DIB)](https://about.gitlab.com/diversity-inclusion-belonging/): At GitLab, we're building a culture where everyone belongs and everyone can contribute.
## Contact Us
- [Contact sales](https://about.gitlab.com/sales/): Contact GitLab's Sales team for a custom demo, help finding the right plan, or to discuss our intelligent orchestration platform for teams and their AI agents.
- [Terms of use](https://about.gitlab.com/terms/): Here you can find information on the terms related to GitLab's Website and your use of GitLab Software
- [Privacy statement](https://about.gitlab.com/privacy/): This Privacy Statement applies to the GitLab websites , GitLab.com , Self-managed , and additional software products and services; collectively Services.Measured from the saved file
Size measures the captured UTF-8 text, not compressed transfer size. Tokens are counted with a named tokenizer; other models can count differently. Neither measure establishes context compatibility or answer quality.
AI-native DevSecOps platform for planning, building, securing, and shipping software.
Context architecture
7 H2 sections organize 56 parsed Markdown links. 0 links point to .md or .markdown paths; 0 link occurrences use another hostname. Linked destinations have not been recursively validated.
| H2 section | Links | UTF-8 bytes | Tokens |
|---|---|---|---|
| PricingLine 5 | 3 | 461 | 105 |
| PlatformLine 11 | 6 | 1311 | 274 |
| TopicsLine 20 | 8 | 1703 | 358 |
| SolutionsLine 31 | 16 | 3225 | 668 |
| ResourcesLine 50 | 12 | 1924 | 416 |
| CompanyLine 65 | 8 | 1252 | 275 |
| Contact UsLine 76 | 3 | 578 | 127 |
Link counts exclude parsed fenced and inline code and resolve relative destinations against the final endpoint. Section sizes cover the text below each H2 until the next H2.
Embedded material
Embedded example text and links to further documentation are counted separately. A code block does not establish that a sample runs or that an authentication flow succeeds.
Publisher prioritization
No H2 section named “Optional” was detected in this file.
The community proposal uses Optional by convention for secondary links that can be skipped for a shorter context. This label does not establish that everything outside it is critical, or that the material inside it is deprecated.
Machine-readable routes
No MCP or Model Context Protocol term was detected in the captured file. 0 links have MCP-related labels or paths. 0 fenced lines match mcpServers, mcp_servers or an mcp add command.
These are text and link observations. No MCP server connection, authentication or tool call was tested.
Index and bundle
Not found at checked URLs
A verified text response establishes a companion at the checked URL. It does not prove the bundle contains all product documentation, that generation is automated, or that it fits an assistant’s context window.
Change evidence
This capture establishes a baseline. Update frequency cannot be determined from one observation.
File changes can reveal documentation edits or navigation changes. They do not by themselves measure product release velocity, accuracy, agent adoption or AI visibility.
c35824bef196fabbfd8d4b11649f493e9b6d37ea0dc7a089542698876649b19aCounts use a deterministic parser, not a spec-compliance grade. Unusual Markdown and indented code can fall outside its recognized patterns. See the llms.txt proposal and tokenizer implementation.