GitLab Secrets Manager adds ESO, Terraform, API support

A guide to enterprise GitLab rollouts comparing GitLab.com, Dedicated, and self-managed models, with planning guidance for runners, availability, disaster recovery, and pipeline performance at scale.

GitLab's Flow Registry compiles declarative YAML into LangGraph flows for Duo Agent Platform, cutting code per agentic flow by 45% while improving reliability and maintainability.

GitLab's CISO argues detection is not defense as AI compresses exploit timelines. With 317 CVEs in 2026, the key metric is time from detection to verified remediation.

GitLab argues its Dedicated single-tenant SaaS helps EU enterprises meet DORA, NIS2 and GDPR, offering isolation and audit evidence without self-managed operational overhead.

GitLab's guide to DevOps platform TCO: beyond license fees, CI/CD compute, AI usage, tooling and staff time all count — model a fixed one-year scope and watch for tool sprawl inflating spend.

Jake Miller compares infrastructure-as-code approaches for secure cloud deployments, showing how to reduce attack surface, pick service orchestrators and store secrets safely.