Curated security research, vulnerabilities, advisories and tools for practitioners.

How I built a demo generator with GitLab Duo Agent Platform

Summary

A GitLab engineer built a click-through demo generator with GitLab Duo Agent Platform, tracing the shift from preloaded VMs to SaaS demo tools to agentic, code-defined demos.

Why it matters

This coverage gives security teams current context for monitoring, validation, and remediation.
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