GitLab + Amazon: Platform orchestration on a trusted AI foundation

This post details the integration of GitLab Duo Agent Platform with Amazon Bedrock, offering three deployment patterns: GitLab.com with GitLab-hosted AI Gateway and GitLab-operated Bedrock models; GitLab Self-Managed with GitLab-hosted AI Gateway and GitLab-operated Bedrock models; and GitLab Self-Managed with self-hosted AI Gateway and customer-operated Bedrock models. It emphasizes how this integration addresses operational fragmentation, security and sovereignty concerns, and cloud spend optimization by consolidating DevSecOps orchestration and AI model governance within existing AWS environments. The post highlights how platform teams can standardize model usage for code suggestions, security analysis, and pipeline remediation, and how enterprises can align AI usage with existing cloud agreements.