# Cloud-Native Deployment & Scaling The Base Registry is implemented as a set of microservices, with clear separation between registry APIs, ingestion pipeline workers, and metadata management. All components can be scaled horizontally based on workload, allowing the registry to handle high-volume ingestion of events or bursty change approval processes. The platform is compatible with container orchestration environments such as Kubernetes and supports centralized logging, metrics, and distributed tracing for operational visibility. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.openg2p.org/products/registry/registry/features/cloud-native-deployment-and-scaling.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.