How GitLab reduced code-per-agentic-flow ratio by 45%

GitLab introduced Flow Registry, a declarative YAML framework that compiles into LangGraph flows for its Duo Agent Platform. The company reports a 45% reduction in code per agentic flow by replacing bespoke Python with reusable components. This change aims to improve iteration speed, reliability, and maintenance efficiency for developers building agents on the platform.