
GitLab's Threat Research Group found a critical template injection in Serena that runs attacker code the moment a developer opens a repository.

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.

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

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

Use AI-driven security reasoning to detect authorization gaps, business-logic errors, and race conditions while code is still under review.
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