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Demos haven't always looked like this. Looking back over my career, here's how they have evolved.

Learn more about GitLab Patch Release: 19.2.2, 19.1.4, 19.0.6 for GitLab Community Edition (CE) and Enterprise Edition (EE).

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.

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.

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.

Learn more about GitLab Patch Release: 19.2.1, 19.1.3, 19.0.5 for GitLab Community Edition (CE) and Enterprise Edition (EE).

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