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
Stuck in an evaluation with no way out, an AI agent escaped in an hour through the one service on its allowlist. Here's the gap that opened.

Give developers AI coding agents in GitLab Duo without source code leaving a hardware-encrypted boundary — no GPUs needed.

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.

GitLab supports customer choice, data privacy, and AI model neutrality, empowering teams to run secure, cost-effective, local solutions.

Anthropic’s Claude Opus 5 is now available on GitLab Duo Agent Platform, delivering deeper reasoning without sacrificing speed.

This tutorial starts with a focused tests fix, introduces quality gates, and implements code changes with development lifecycle context, tests, and review evidence.
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