How I built a demo generator with GitLab Duo Agent Platform
Demos haven't always looked like this. Looking back over my career, here's how they have evolved. Follow the tutorial to build your own demo and agent.
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Demos haven't always looked like this. Looking back over my career, here's how they have evolved. Follow the tutorial to build your own demo and agent.
Author: Itzik Gan BaruchRead Post
Learn how GitLab's improved Scope+Offset fingerprinting keeps vulnerability tracking stable across comments, blank lines, and reformatting.

Simplify credential management across your stack. GitLab Secrets Manager provides secure retrieval in Kubernetes, Terraform, and external workflows.

Claude Security catches vulnerabilities inside a coding session. GitLab picks up from there, scanning, enforcing policy, and producing audit evidence for the software lifecycle.

AI agents can write, push, and deploy without human review at each step. Learn a practical framework for controlling access, permissions, and audit trails.

Our step-by-step guide walks through this AI capability, which enables instant, scalable triage without manual intervention.

Automatically upgrade dependencies, adapt code for breaking changes, and route changes for approval — only GitLab does it natively, with full context.

Duo CLI is now generally available with GitLab 19.2 – stay in the shell for code, pipelines, and multi-step work.
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