> 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.

# Operations

## Docs

- [Observability](https://docs.nvidia.com/dynamo/v1.5.1/kubernetes/operations/observability.md): View Dynamo metrics, configure structured logs and distributed traces, capture scheduler telemetry, and check deployment health
- [Benchmark a Kubernetes Deployment with AIPerf](https://docs.nvidia.com/dynamo/v1.5.1/kubernetes/operations/benchmarking-with-ai-perf.md): Measure latency and throughput through a DynamoGraphDeployment frontend
- [Advanced Performance Tuning](https://docs.nvidia.com/dynamo/v1.5.1/kubernetes/operations/performance-tuning.md): Measure a deployed configuration and tune the remaining workload-specific parameters
- [LoRA Adapters](https://docs.nvidia.com/dynamo/v1.5.1/kubernetes/operations/lo-ra-adapters.md): Serve fine-tuned LoRA adapters with dynamic loading and routing in Dynamo