> 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

- [Observe a Local Deployment](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/observability.md): Inspect metrics, traces, logs, request captures, scheduler telemetry, and process health
- [DynoSim](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/dynosim/overview.md): Simulate Dynamo deployment choices before spending GPU time
- [DynoSim Simulation Model](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/dynosim/simulation-model.md): Engine behavior, timing sources, KV movement, and fidelity boundaries
- [Simulate a Local Deployment with Mocker](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/dynosim/mocker-live-simulation.md): Run a GPU-free frontend and simulated worker from the command line
- [Run a DynoSim Simulation](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/dynosim/simulation-runs.md): Replay a synthetic workload or saved trace against one simulated configuration
- [Sweep DynoSim Configurations](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/dynosim/simulation-sweeps.md): Search simulated topology, worker, and router choices before using GPU time
- [Benchmark a Local Deployment with AIPerf](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/benchmarking-with-ai-perf.md): Measure latency and throughput through the local Dynamo frontend
- [LoRA Adapters](https://docs.nvidia.com/dynamo/v1.4.0/cli/operations/lo-ra-adapters.md): Serve fine-tuned LoRA adapters with dynamic loading and routing in Dynamo