> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Advanced Platform

## Docs

- [Service Discovery](https://docs.nvidia.com/dynamo/v1.2.1/kubernetes-deployment/advanced-platform/service-discovery.md)
- [Webhooks](https://docs.nvidia.com/dynamo/v1.2.1/kubernetes-deployment/advanced-platform/webhooks.md)
- [Snapshotting GPU Workers](https://docs.nvidia.com/dynamo/v1.2.1/kubernetes-deployment/advanced-platform/snapshot.md)
- [Shadow Engine Failover](https://docs.nvidia.com/dynamo/v1.2.1/kubernetes-deployment/advanced-platform/shadow-engine-failover.md)
- [Developing the Operator with Tilt](https://docs.nvidia.com/dynamo/v1.2.1/kubernetes-deployment/advanced-platform/developing-with-tilt.md): Fast, live-reload development loop for the Dynamo Kubernetes operator