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DevSecOps
How to calculate DevOps platform total cost of ownership
Budget pressure on your toolchain? See what goes into DevOps platform costs, from compute to security to tool sprawl, and where to cut.
Product
Scale software delivery pipelines in isolation without owning the runner fleet
GitLab provisions, patches, and scales hosted runners in your GitLab Dedicated region, moving maintenance off your platform team.
News
When code is abundant
Producing code is getting cheap. Trusting it is not. Why enterprises need a durable layer of context, verification, and governance around AI agents.
Engineering
Avoid the massive end-to-end tax of default full history clones
Learn how the Git Clone Override Policy automates repository cloning optimizations (like shallow/partial clones) via a repo-stored TOML file, reducing load and cost.
Security
How GitLab tracks vulnerabilities through refactors and reformatting
Learn how GitLab's improved Scope+Offset fingerprinting keeps vulnerability tracking stable across comments, blank lines, and reformatting.
News
GitLab named a Leader in the 2026 Gartner® Magic Quadrant™ for DevSecOps Platforms
Agents made coding fast. GitLab is the Intelligent Orchestration Platform for DevSecOps that brings speed with control for the rest of the software lifecycle.
AI
Codex and GitLab: From code fix to production
Learn how to use Codex in the terminal, GitLab MCP for issue-aware development, and external AI agents in GitLab Duo Agent Platform to move from bug report to reviewed change.
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