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1. Improving the evaluation of the flow.
1. Flow registry improvements.
When changing the Duo Developer flow or its shared system prompt, follow our [Duo Developer design principles](https://gitlab.com/gitlab-org/modelops/applied-ml/code-suggestions/ai-assist/-/blob/main/duo_workflow_service/agent_platform/v1/flows/configs/developer/PRINCIPLES.md). They record how we build: Duo Developer as a reusable building block, client-owned goals, principle-based system prompts, and evidence-based changes.
For an understanding of how these components work together, take a look at the [architecture](/handbook/engineering/architecture/design-documents/duo_workflow/).
