How GitLab reduced code-per-agentic-flow ratio by 45%
Learn how Flow Registry, a component-based framework that compiles YAML configurations into fully functional LangGraph flows, helped improve scalability and more.
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Engineering
Co-Create: Building GitLab with our users
How GitLab users collaborated with us to build practical product improvements in the first half of 2026.
Engineering
Git was built for humans — agents need an upgrade
See how GitLab's next-gen SCM scales concurrency for agents, and why a new backend must address provenance and lifecycle challenges.
Engineering
From chaos to context: Building an AI dev workflow
Lessons from iterating on AI directives, building a memory system, and discovering what AI still can't replace in software development.
Engineering
From OpenTofu to Argo CD: GitLab as your AWS control plane
Automate AWS infrastructure and app delivery end to end: OpenTofu provisions EKS, GitLab CI/CD builds and packages, Argo CD deploys via GitOps.
Engineering
Avoid the massive end-to-end tax of default full history clones
Learn how the Git Clone Override Policy automates repository cloning optimizations (like shallow/partial clones) via a repo-stored TOML file, reducing load and cost.
Engineering
Confidential AI for GitLab Self-Hosted
Give developers AI coding agents in GitLab Duo without source code leaving a hardware-encrypted boundary — no GPUs needed.
Engineering
Green DevOps: Why carbon measurement belongs in your CI/CD pipeline
CI/CD pipelines have a hidden carbon cost. Here's why measuring it matters, and how you can get started with Eco CI and Carmen in GitLab.
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