docs: migrate Fern docs from fern/ into docs/ (#6206)

Signed-off-by: Jont828 <jt572@cornell.edu>

deploy/discovery/README.md

@@ -5,4 +5,4 @@ SPDX-License-Identifier: Apache-2.0
 
 # Dynamo Service Discovery
 
-For documentation on Dynamo's service discovery system, see the [Service Discovery Guide](../../docs/kubernetes/service_discovery.md).
+For documentation on Dynamo's service discovery system, see the [Service Discovery Guide](../../docs/pages/kubernetes/service-discovery.md).

deploy/helm/charts/chrek/README.md

@@ -167,9 +167,9 @@ Ensure your storage class supports `ReadWriteMany` access mode for multi-node de
 
 ## Related Documentation
 
-- [ChReK Overview](../../../../docs/kubernetes/chrek/README.md) - ChReK architecture and use cases
-- [ChReK with Dynamo Platform](../../../../docs/kubernetes/chrek/dynamo.md) - Integration guide
-- [ChReK Standalone Usage](../../../../docs/kubernetes/chrek/standalone.md) - Use ChReK without Dynamo Platform
+- [ChReK Overview](../../../../docs/pages/kubernetes/chrek/README.md) - ChReK architecture and use cases
+- [ChReK with Dynamo Platform](../../../../docs/pages/kubernetes/chrek/dynamo.md) - Integration guide
+- [ChReK Standalone Usage](../../../../docs/pages/kubernetes/chrek/standalone.md) - Use ChReK without Dynamo Platform
 
 ## License
 

deploy/helm/charts/crds/README.md

@@ -17,4 +17,4 @@ limitations under the License.
 
 # Dynamo Kubernetes Platform CRDs Helm Chart
 
-This chart installs the [CRDs](../../../../docs/kubernetes/api_reference.md) for the Dynamo Kubernetes Platform.
+This chart installs the [CRDs](../../../../docs/pages/kubernetes/api-reference.md) for the Dynamo Kubernetes Platform.
\ No newline at end of file

deploy/helm/charts/crds/templates/nvidia.com_dynamocomponentdeployments.yaml

@@ -83,7 +83,7 @@ spec:
                 autoscaling:
                   description: |-
                     Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-                    with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+                    with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
                     for migration guidance. This field will be removed in a future API version.
                   properties:
                     behavior:

deploy/helm/charts/crds/templates/nvidia.com_dynamographdeployments.yaml

@@ -299,7 +299,7 @@ spec:
                       autoscaling:
                         description: |-
                           Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-                          with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+                          with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
                           for migration guidance. This field will be removed in a future API version.
                         properties:
                           behavior:

deploy/helm/charts/platform/README.md

@@ -181,7 +181,7 @@ For detailed etcd configuration options beyond `etcd.enabled`, please refer to t
 
 ## 📚 Additional Resources
 
-- [Dynamo Cloud Deployment Installation Guide](../../../../docs/kubernetes/installation_guide.md)
+- [Dynamo Cloud Deployment Installation Guide](../../../../docs/pages/kubernetes/installation-guide.md)
 - [NATS Documentation](https://docs.nats.io/)
 - [etcd Documentation](https://etcd.io/docs/)
 - [Kubernetes Operator Pattern](https://kubernetes.io/docs/concepts/extend-kubernetes/operator/)

deploy/helm/charts/platform/README.md.gotmpl

@@ -99,7 +99,7 @@ For detailed etcd configuration options beyond `etcd.enabled`, please refer to t
 
 ## 📚 Additional Resources
 
-- [Dynamo Cloud Deployment Installation Guide](../../../../docs/kubernetes/installation_guide.md)
+- [Dynamo Cloud Deployment Installation Guide](../../../../docs/pages/kubernetes/installation-guide.md)
 - [NATS Documentation](https://docs.nats.io/)
 - [etcd Documentation](https://etcd.io/docs/)
 - [Kubernetes Operator Pattern](https://kubernetes.io/docs/concepts/extend-kubernetes/operator/)

deploy/inference-gateway/README.md

@@ -37,7 +37,7 @@ Currently, these setups are only supported with the kGateway based Inference Gat
 
 ### 1. Install Dynamo Platform ###
 
-[See Quickstart Guide](../../docs/kubernetes/README.md) to install Dynamo Kubernetes Platform.
+[See Quickstart Guide](../../docs/pages/kubernetes/README.md) to install Dynamo Kubernetes Platform.
 
 ### 2. Deploy Inference Gateway ###
 
@@ -220,7 +220,7 @@ Common Vars for Routing Configuration:
   - Set `DYNAMO_OVERLAP_SCORE_WEIGHT` to weigh how heavily the score uses token overlap (predicted KV cache hits) versus other factors (load, historical hit rate). Higher weight biases toward reusing workers with similar cached prefixes.
   - Set `DYNAMO_ROUTER_TEMPERATURE` to soften or sharpen the selection curve when combining scores. Low temperature makes the router pick the top candidate deterministically; higher temperature lets lower-scoring workers through more often (exploration).
   - Set `DYNAMO_USE_KV_EVENTS=false` if you want to disable the workers sending KV events while using kv-routing
-  - See the [Router Guide](../../docs/components/router/router_guide.md) for details.
+  - See the [Router Guide](../../docs/pages/components/router/router-guide.md) for details.
 
 
 Stand-Alone installation only:

deploy/observability/README.md

 # Dynamo Observability
 
-For detailed documentation on Observability (Prometheus metrics, tracing, and logging), please refer to [docs/observability/](../../docs/observability/).
+For detailed documentation on Observability (Prometheus metrics, tracing, and logging), please refer to [docs/pages/observability/](../../docs/pages/observability/).

deploy/observability/grafana_dashboards/README.md

@@ -8,4 +8,4 @@ This directory contains example Grafana dashboards for Dynamo observability. The
 - `temp-loki.json` - Logging dashboard for Loki integration
 - `dashboard-providers.yml` - Configuration file for dashboard provisioning
 
-For setup instructions and usage, see [Observability Documentation](../../../docs/observability/).
+For setup instructions and usage, see [Observability Documentation](../../../docs/pages/observability/).

deploy/observability/k8s/README.md

 # Dynamo Metrics Collection on Kubernetes
 
-For detailed documentation on collecting and visualizing metrics on Kubernetes, see [docs/kubernetes/observability/metrics.md](../../../docs/kubernetes/observability/metrics.md).
+For detailed documentation on collecting and visualizing metrics on Kubernetes, see [docs/pages/kubernetes/observability/metrics.md](../../../docs/pages/kubernetes/observability/metrics.md).

deploy/observability/k8s/logging/README.md

 # Dynamo Logging on Kubernetes
 
-For detailed documentation on collecting and visualizing logs on Kubernetes, see [docs/kubernetes/observability/logging.md](../../../../docs/kubernetes/observability/logging.md).
+For detailed documentation on collecting and visualizing logs on Kubernetes, see [docs/pages/kubernetes/observability/logging.md](../../../../docs/pages/kubernetes/observability/logging.md).

deploy/operator/Makefile

@@ -327,7 +327,7 @@ generate-api-docs: crd-ref-docs ## Generate API reference documentation from CRD
 		--output-path=./docs/api_reference.md
 	@echo "✅ Generated API reference at ./docs/api_reference.md"
 	# concatenate header.md, api_reference.md, and footer.md
-	cat docs/header.md ./docs/api_reference.md docs/footer.md > ../../docs/kubernetes/api_reference.md
+	cat docs/header.md ./docs/api_reference.md docs/footer.md > ../../docs/pages/kubernetes/api-reference.md
 	rm ./docs/api_reference.md
 	@echo "✅ Concatenated header.md, api_reference.md, and footer.md"
 

deploy/operator/README.md

@@ -33,4 +33,4 @@ make
 
 ### Install
 
-See [Dynamo Kubernetes Platform Installation Guide](/docs/kubernetes/installation_guide.md) for installation instructions.
+See [Dynamo Kubernetes Platform Installation Guide](/docs/pages/kubernetes/installation-guide.md) for installation instructions.

deploy/operator/api/v1alpha1/common.go

@@ -54,7 +54,7 @@ type VolumeMount struct {
 }
 
 // Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-// with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+// with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
 // for migration guidance. This field will be removed in a future API version.
 type Autoscaling struct {
 	// Deprecated: This field is ignored.

deploy/operator/api/v1alpha1/dynamocomponentdeployment_types.go

@@ -78,7 +78,7 @@ type DynamoComponentDeploymentSharedSpec struct {
 	// GPUs/devices, and any runtime-specific resources.
 	Resources *Resources `json:"resources,omitempty"`
 	// Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-	// with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+	// with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
 	// for migration guidance. This field will be removed in a future API version.
 	Autoscaling *Autoscaling `json:"autoscaling,omitempty"`
 	// Envs defines additional environment variables to inject into the component containers.

deploy/operator/config/crd/bases/nvidia.com_dynamocomponentdeployments.yaml

@@ -83,7 +83,7 @@ spec:
                 autoscaling:
                   description: |-
                     Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-                    with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+                    with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
                     for migration guidance. This field will be removed in a future API version.
                   properties:
                     behavior:

deploy/operator/config/crd/bases/nvidia.com_dynamographdeployments.yaml

@@ -299,7 +299,7 @@ spec:
                       autoscaling:
                         description: |-
                           Deprecated: This field is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter
-                          with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md
+                          with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md
                           for migration guidance. This field will be removed in a future API version.
                         properties:
                           behavior:

deploy/operator/internal/webhook/validation/shared.go

@@ -108,7 +108,7 @@ func (v *SharedSpecValidator) Validate(ctx context.Context) (admission.Warnings,
 	if v.spec.Autoscaling != nil {
 		warnings = append(warnings, fmt.Sprintf(
 			"%s.autoscaling is deprecated and ignored. Use DynamoGraphDeploymentScalingAdapter "+
-				"with HPA, KEDA, or Planner for autoscaling instead. See docs/kubernetes/autoscaling.md",
+				"with HPA, KEDA, or Planner for autoscaling instead. See docs/pages/kubernetes/autoscaling.md",
 			v.fieldPath))
 	}
 

deploy/utils/README.md

@@ -6,7 +6,7 @@ This directory contains utilities and manifests for Dynamo benchmarking and prof
 
 **Before using these utilities, you must first set up Dynamo Kubernetes Platform following the main installation guide:**
 
-👉 **[Follow the Dynamo Kubernetes Platform installation guide](/docs/kubernetes/installation_guide.md) to install the Dynamo Kubernetes Platform first.**
+👉 **[Follow the Dynamo Kubernetes Platform installation guide](/docs/pages/kubernetes/installation-guide.md) to install the Dynamo Kubernetes Platform first.**
 
 This includes:
 1. Installing the Dynamo CRDs
@@ -144,8 +144,8 @@ kubectl delete pod pvc-access-pod -n $NAMESPACE
 #### Next Steps
 
 For complete benchmarking and profiling workflows:
-- **Benchmarking Guide**: See [docs/benchmarks/benchmarking.md](../../docs/benchmarks/benchmarking.md) for comparing DynamoGraphDeployments and external endpoints
-- **Pre-Deployment Profiling**: See [docs/components/profiler/profiler_guide.md](../../docs/components/profiler/profiler_guide.md) for optimizing configurations before deployment
+- **Benchmarking Guide**: See [docs/pages/benchmarks/benchmarking.md](../../docs/pages/benchmarks/benchmarking.md) for comparing DynamoGraphDeployments and external endpoints
+- **Pre-Deployment Profiling**: See [docs/pages/components/profiler/profiler-guide.md](../../docs/pages/components/profiler/profiler-guide.md) for optimizing configurations before deployment
 
 ## Notes