diff --git a/docs/search/02-search-enterprise-deploy/code_snippets/02_0080_helm_login_to_prerelease_registry.sh b/docs/search/02-search-enterprise-deploy/code_snippets/02_0080_helm_login_to_prerelease_registry.sh
deleted file mode 100755
index 0fedc97c2..000000000
--- a/docs/search/02-search-enterprise-deploy/code_snippets/02_0080_helm_login_to_prerelease_registry.sh
+++ /dev/null
@@ -1,8 +0,0 @@
-if [[ "${PRERELEASE_IMAGE_PULLSECRET:-""}" == "" ]]; then return 0; fi
-
-user=$(echo -n "${PRERELEASE_IMAGE_PULLSECRET}" | base64 -d | jq -r '.auths."quay.io".auth' | base64 -d | cut -d ':' -f1)
-password=$(echo -n "${PRERELEASE_IMAGE_PULLSECRET}" | base64 -d | jq -r '.auths."quay.io".auth' | base64 -d | cut -d ':' -f2)
-echo -e "${password}" | \
-  helm registry login \
-    --username "${user}" \
-    --password-stdin quay.io/mongodb/staging/helm-chart
diff --git a/docs/search/02-search-enterprise-deploy/code_snippets/02_0305_create_mongodb_database_resource.sh b/docs/search/02-search-enterprise-deploy/code_snippets/02_0305_create_mongodb_database_resource.sh
index 4b55a18e2..3c3454875 100755
--- a/docs/search/02-search-enterprise-deploy/code_snippets/02_0305_create_mongodb_database_resource.sh
+++ b/docs/search/02-search-enterprise-deploy/code_snippets/02_0305_create_mongodb_database_resource.sh
@@ -5,7 +5,7 @@ metadata:
   name: ${MDB_RESOURCE_NAME}
 spec:
   members: 3
-  version: ${MDB_VERSION}-ent
+  version: ${MDB_VERSION}
   type: ReplicaSet
   opsManager:
     configMapRef:
@@ -18,18 +18,17 @@ spec:
       modes:
       - SCRAM
   agent:
-    logLevel: DEBUG
-  statefulSet:
-    spec:
-      template:
-        spec:
-          containers:
-          - name: mongodb-enterprise-database
-            resources:
-              limits:
-                cpu: "2"
-                memory: 2Gi
-              requests:
-                cpu: "1"
-                memory: 1Gi
+    logLevel: INFO
+  podSpec:
+    podTemplate:
+      spec:
+        containers:
+        - name: mongodb-enterprise-database
+          resources:
+            limits:
+              cpu: "2"
+              memory: 2Gi
+            requests:
+              cpu: "1"
+              memory: 1Gi
 EOF
diff --git a/docs/search/02-search-enterprise-deploy/code_snippets/02_0315_create_mongodb_users.sh b/docs/search/02-search-enterprise-deploy/code_snippets/02_0315_create_mongodb_users.sh
index 8445c1c22..7f08aaf15 100755
--- a/docs/search/02-search-enterprise-deploy/code_snippets/02_0315_create_mongodb_users.sh
+++ b/docs/search/02-search-enterprise-deploy/code_snippets/02_0315_create_mongodb_users.sh
@@ -25,7 +25,7 @@ EOF
 # For MongoDB <8.2, the operator will be creating the searchCoordinator custom role automatically
 # From MongoDB 8.2, searchCoordinator role will be a built-in role.
 kubectl --context "${K8S_CTX}" --namespace "${MDB_NS}" \
-  create secret generic mdb-rs-search-sync-source-password \
+  create secret generic "${MDB_RESOURCE_NAME}-search-sync-source-password" \
   --from-literal=password="${MDB_SEARCH_SYNC_USER_PASSWORD}"
 kubectl apply --context "${K8S_CTX}" -n "${MDB_NS}" -f - <<EOF
 apiVersion: mongodb.com/v1
@@ -38,7 +38,7 @@ spec:
   mongodbResourceRef:
     name: ${MDB_RESOURCE_NAME}
   passwordSecretKeyRef:
-    name: mdb-rs-search-sync-source-password
+    name: ${MDB_RESOURCE_NAME}-search-sync-source-password
     key: password
   roles:
   - name: searchCoordinator
diff --git a/docs/search/02-search-enterprise-deploy/code_snippets/02_0325_wait_for_search_resource.sh b/docs/search/02-search-enterprise-deploy/code_snippets/02_0325_wait_for_search_resource.sh
index d8e669bc6..e43e412a9 100755
--- a/docs/search/02-search-enterprise-deploy/code_snippets/02_0325_wait_for_search_resource.sh
+++ b/docs/search/02-search-enterprise-deploy/code_snippets/02_0325_wait_for_search_resource.sh
@@ -1,2 +1,2 @@
 echo "Waiting for MongoDBSearch resource to reach Running phase..."
-kubectl --context "${K8S_CTX}" -n "${MDB_NS}" wait --for=jsonpath='{.status.phase}'=Running mdbs/mdb-rs --timeout=300s
+kubectl --context "${K8S_CTX}" -n "${MDB_NS}" wait --for=jsonpath='{.status.phase}'=Running "mdbs/${MDB_RESOURCE_NAME}" --timeout=300s
diff --git a/docs/search/02-search-enterprise-deploy/code_snippets/02_0335_show_running_pods.sh b/docs/search/02-search-enterprise-deploy/code_snippets/02_0335_show_running_pods.sh
index 96aa51352..a552a5836 100755
--- a/docs/search/02-search-enterprise-deploy/code_snippets/02_0335_show_running_pods.sh
+++ b/docs/search/02-search-enterprise-deploy/code_snippets/02_0335_show_running_pods.sh
@@ -1,6 +1,6 @@
 echo; echo "MongoDB resource"
 kubectl --context "${K8S_CTX}" -n "${MDB_NS}" get "mdb/${MDB_RESOURCE_NAME}"
 echo; echo "MongoDBSearch resource"
-kubectl --context "${K8S_CTX}" -n "${MDB_NS}" get mdbs/mdb-rs
+kubectl --context "${K8S_CTX}" -n "${MDB_NS}" get "mdbs/${MDB_RESOURCE_NAME}"
 echo; echo "Pods running in cluster ${K8S_CTX}"
 kubectl --context "${K8S_CTX}" -n "${MDB_NS}" get pods
diff --git a/docs/search/02-search-enterprise-deploy/env_variables.sh b/docs/search/02-search-enterprise-deploy/env_variables.sh
index 0679c203e..694bdafbd 100644
--- a/docs/search/02-search-enterprise-deploy/env_variables.sh
+++ b/docs/search/02-search-enterprise-deploy/env_variables.sh
@@ -14,13 +14,13 @@ export OPS_MANAGER_PROJECT_NAME="<arbitrary project name>"
 export OPS_MANAGER_API_URL="https://cloud-qa.mongodb.com"
 
 # The API key can be an Org Owner - the operator can create the project automatically then.
-# The API key can also be created in a particular project that was created manually with the Project Owner scope .
-export OPS_MANAGER_API_USER="abcdefg"
-export OPS_MANAGER_API_KEY="00000-abcd-efgh-1111-12345678"
-export OPS_MANAGER_ORG_ID="62a73abcdefgh12345678"
+# The API key can also be created in a particular project that was created manually with the Project Owner scope.
+export OPS_MANAGER_API_USER="<SET API USER>"
+export OPS_MANAGER_API_KEY="<SET API KEY>"
+export OPS_MANAGER_ORG_ID="<SET ORG ID>"
 
 # minimum required MongoDB version for running MongoDB Search is 8.0.10
-export MDB_VERSION="8.0.10"
+export MDB_VERSION="8.0.14-ent"
 
 # root admin user for convenience, not used here at all in this guide
 export MDB_ADMIN_USER_PASSWORD="admin-user-password-CHANGE-ME"
diff --git a/docs/search/02-search-enterprise-deploy/env_variables_e2e_public.sh b/docs/search/02-search-enterprise-deploy/env_variables_e2e_public.sh
index 52dc3cafd..1eaff0a73 100644
--- a/docs/search/02-search-enterprise-deploy/env_variables_e2e_public.sh
+++ b/docs/search/02-search-enterprise-deploy/env_variables_e2e_public.sh
@@ -1 +1,7 @@
 export K8S_CTX="${CLUSTER_NAME}"
+
+export OPS_MANAGER_PROJECT_NAME="${NAMESPACE}-${MDB_RESOURCE_NAME}"
+export OPS_MANAGER_API_URL="${OM_BASE_URL}"
+export OPS_MANAGER_API_USER="${OM_USER}"
+export OPS_MANAGER_API_KEY="${OM_API_KEY}"
+export OPS_MANAGER_ORG_ID="${OM_ORGID}"
diff --git a/docs/search/02-search-enterprise-deploy/env_variables_prerelease.sh b/docs/search/02-search-enterprise-deploy/env_variables_prerelease.sh
deleted file mode 100644
index c1993d517..000000000
--- a/docs/search/02-search-enterprise-deploy/env_variables_prerelease.sh
+++ /dev/null
@@ -1,25 +0,0 @@
-export K8S_CTX="<kube context name>"
-
-# specify prerelease version
-export PRERELEASE_VERSION="1.4.0-prerelease-68b9584ac0a75a00070384a0" # mongodb search version used is 1.53.0-95-g8411af86f
-
-# base64 of docker's config.json containing credentials to quay.io
-export PRERELEASE_IMAGE_PULLSECRET="<base64 of dockerconfigjson>"
-
-# this parameter is passed to the helm install to instruct the operator to
-# configure every pod with prerelease-image-pullsecret
-export OPERATOR_ADDITIONAL_HELM_VALUES="registry.imagePullSecrets=prerelease-image-pullsecret"
-export OPERATOR_HELM_CHART="oci://quay.io/mongodb/staging/helm-chart/mongodb-kubernetes:${PRERELEASE_VERSION}"
-
-# OM/CM's project name to be used to manage mongodb replica set
-export OPS_MANAGER_PROJECT_NAME="<arbitrary project name>"
-
-# URL to Cloud Manager or Ops Manager instance
-export OPS_MANAGER_API_URL="https://cloud-qa.mongodb.com"
-
-# The API key can be an Org Owner - the operator can create the project automatically.
-# The API key can also be created in a particular project that was created manually with the Project Owner scope .
-export OPS_MANAGER_API_USER="abcdefg"
-export OPS_MANAGER_API_KEY="00000-abcd-efgh-1111-12345678"
-export OPS_MANAGER_ORG_ID="62a73abcdefgh12345678"
-
diff --git a/docs/search/02-search-enterprise-deploy/output/02_0090_helm_add_mogodb_repo.out b/docs/search/02-search-enterprise-deploy/output/02_0090_helm_add_mogodb_repo.out
deleted file mode 100644
index b1576c236..000000000
--- a/docs/search/02-search-enterprise-deploy/output/02_0090_helm_add_mogodb_repo.out
+++ /dev/null
@@ -1,6 +0,0 @@
-"mongodb" already exists with the same configuration, skipping
-Hang tight while we grab the latest from your chart repositories...
-...Successfully got an update from the "mongodb" chart repository
-Update Complete. ⎈Happy Helming!⎈
-NAME                      	CHART VERSION	APP VERSION	DESCRIPTION                                       
-mongodb/mongodb-kubernetes	1.2.0        	           	MongoDB Controllers for Kubernetes translate th...
diff --git a/docs/search/02-search-enterprise-deploy/output/02_0100_install_operator.out b/docs/search/02-search-enterprise-deploy/output/02_0100_install_operator.out
deleted file mode 100644
index 27b6e61f5..000000000
--- a/docs/search/02-search-enterprise-deploy/output/02_0100_install_operator.out
+++ /dev/null
@@ -1,585 +0,0 @@
-Release "mongodb-kubernetes" does not exist. Installing it now.
-NAME: mongodb-kubernetes
-LAST DEPLOYED: Thu Sep  4 23:37:36 2025
-NAMESPACE: mongodb
-STATUS: deployed
-REVISION: 1
-TEST SUITE: None
-USER-SUPPLIED VALUES:
-registry:
-  imagePullSecrets: prerelease-image-pullsecret
-
-COMPUTED VALUES:
-agent:
-  name: mongodb-agent
-  version: 108.0.12.8846-1
-community:
-  agent:
-    name: mongodb-agent
-    version: 108.0.2.8729-1
-  mongodb:
-    imageType: ubi8
-    name: mongodb-community-server
-    repo: quay.io/mongodb
-  name: mongodb-database
-  registry:
-    agent: quay.io/mongodb
-  resource:
-    members: 3
-    name: mongodb-replica-set
-    tls:
-      caCertificateSecretRef: tls-ca-key-pair
-      certManager:
-        certDuration: 8760h
-        renewCertBefore: 720h
-      certificateKeySecretRef: tls-certificate
-      enabled: false
-      sampleX509User: false
-      useCertManager: true
-      useX509: false
-    version: 4.4.0
-database:
-  name: mongodb-kubernetes-database
-  version: 1.4.0-prerelease-68b9feeffd28d700074895e3
-initAppDb:
-  name: mongodb-kubernetes-init-appdb
-  version: 1.4.0-prerelease-68b9feeffd28d700074895e3
-initDatabase:
-  name: mongodb-kubernetes-init-database
-  version: 1.4.0-prerelease-68b9feeffd28d700074895e3
-initOpsManager:
-  name: mongodb-kubernetes-init-ops-manager
-  version: 1.4.0-prerelease-68b9feeffd28d700074895e3
-managedSecurityContext: false
-mongodb:
-  appdbAssumeOldFormat: false
-  imageType: ubi8
-  name: mongodb-enterprise-server
-  repo: quay.io/mongodb
-multiCluster:
-  clusterClientTimeout: 10
-  clusters: []
-  kubeConfigSecretName: mongodb-enterprise-operator-multi-cluster-kubeconfig
-  performFailOver: true
-operator:
-  additionalArguments: []
-  affinity: {}
-  baseName: mongodb-kubernetes
-  createOperatorServiceAccount: true
-  createResourcesServiceAccountsAndRoles: true
-  deployment_name: mongodb-kubernetes-operator
-  enableClusterMongoDBRoles: true
-  enablePVCResize: true
-  env: prod
-  maxConcurrentReconciles: 1
-  mdbDefaultArchitecture: non-static
-  name: mongodb-kubernetes-operator
-  nodeSelector: {}
-  operator_image_name: mongodb-kubernetes
-  replicas: 1
-  resources:
-    limits:
-      cpu: 1100m
-      memory: 1Gi
-    requests:
-      cpu: 500m
-      memory: 200Mi
-  telemetry:
-    collection:
-      clusters: {}
-      deployments: {}
-      frequency: 1h
-      operators: {}
-    send:
-      frequency: 168h
-  tolerations: []
-  vaultSecretBackend:
-    enabled: false
-    tlsSecretRef: ""
-  version: 1.4.0-prerelease-68b9feeffd28d700074895e3
-  watchedResources:
-  - mongodb
-  - opsmanagers
-  - mongodbusers
-  - mongodbcommunity
-  - mongodbsearch
-  webhook:
-    installClusterRole: true
-    registerConfiguration: true
-opsManager:
-  name: mongodb-enterprise-ops-manager-ubi
-readinessProbe:
-  name: mongodb-kubernetes-readinessprobe
-  version: 1.0.22
-registry:
-  agent: quay.io/mongodb
-  appDb: quay.io/mongodb/staging
-  database: quay.io/mongodb/staging
-  imagePullSecrets: prerelease-image-pullsecret
-  initAppDb: quay.io/mongodb/staging
-  initDatabase: quay.io/mongodb/staging
-  initOpsManager: quay.io/mongodb/staging
-  operator: quay.io/mongodb/staging
-  opsManager: quay.io/mongodb
-  pullPolicy: Always
-  readinessProbe: quay.io/mongodb/staging
-  versionUpgradeHook: quay.io/mongodb/staging
-search:
-  community:
-    name: mongodb-search
-    repo: quay.io/mongodb/staging
-    version: 1.53.0-95-g8411af86f
-versionUpgradeHook:
-  name: mongodb-kubernetes-operator-version-upgrade-post-start-hook
-  version: 1.0.9
-
-HOOKS:
-MANIFEST:
----
-# Source: mongodb-kubernetes/templates/database-roles.yaml
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: mongodb-kubernetes-appdb
-  namespace: mongodb
-imagePullSecrets:
-  - name: prerelease-image-pullsecret
----
-# Source: mongodb-kubernetes/templates/database-roles.yaml
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: mongodb-kubernetes-database-pods
-  namespace: mongodb
-imagePullSecrets:
-  - name: prerelease-image-pullsecret
----
-# Source: mongodb-kubernetes/templates/database-roles.yaml
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: mongodb-kubernetes-ops-manager
-  namespace: mongodb
-imagePullSecrets:
-  - name: prerelease-image-pullsecret
----
-# Source: mongodb-kubernetes/templates/operator-sa.yaml
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: mongodb-kubernetes-operator
-  namespace: mongodb
-imagePullSecrets:
-  - name: prerelease-image-pullsecret
----
-# Source: mongodb-kubernetes/templates/operator-roles-clustermongodbroles.yaml
-kind: ClusterRole
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-mongodb-cluster-mongodb-role
-rules:
-  - apiGroups:
-      - mongodb.com
-    verbs:
-      - '*'
-    resources:
-      - clustermongodbroles
----
-# Source: mongodb-kubernetes/templates/operator-roles-telemetry.yaml
-# Additional ClusterRole for clusterVersionDetection
-kind: ClusterRole
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-cluster-telemetry
-rules:
-  # Non-resource URL permissions
-  - nonResourceURLs:
-      - "/version"
-    verbs:
-      - get
-  # Cluster-scoped resource permissions
-  - apiGroups:
-      - ''
-    resources:
-      - namespaces
-    resourceNames:
-      - kube-system
-    verbs:
-      - get
-  - apiGroups:
-      - ''
-    resources:
-      - nodes
-    verbs:
-      - list
----
-# Source: mongodb-kubernetes/templates/operator-roles-webhook.yaml
-kind: ClusterRole
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-mongodb-webhook-cr
-rules:
-  - apiGroups:
-      - "admissionregistration.k8s.io"
-    resources:
-      - validatingwebhookconfigurations
-    verbs:
-      - get
-      - create
-      - update
-      - delete
-  - apiGroups:
-      - ""
-    resources:
-      - services
-    verbs:
-      - get
-      - list
-      - watch
-      - create
-      - update
-      - delete
----
-# Source: mongodb-kubernetes/templates/operator-roles-clustermongodbroles.yaml
-kind: ClusterRoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-mongodb-cluster-mongodb-role-binding
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: ClusterRole
-  name: mongodb-kubernetes-operator-mongodb-cluster-mongodb-role
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-operator
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/operator-roles-telemetry.yaml
-# ClusterRoleBinding for clusterVersionDetection
-kind: ClusterRoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-mongodb-cluster-telemetry-binding
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: ClusterRole
-  name: mongodb-kubernetes-operator-cluster-telemetry
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-operator
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/operator-roles-webhook.yaml
-kind: ClusterRoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-mongodb-webhook-crb
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: ClusterRole
-  name: mongodb-kubernetes-operator-mongodb-webhook-cr
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-operator
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/database-roles.yaml
-kind: Role
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-appdb
-  namespace: mongodb
-rules:
-  - apiGroups:
-      - ''
-    resources:
-      - secrets
-    verbs:
-      - get
-  - apiGroups:
-      - ''
-    resources:
-      - pods
-    verbs:
-      - patch
-      - delete
-      - get
----
-# Source: mongodb-kubernetes/templates/operator-roles-base.yaml
-kind: Role
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator
-  namespace: mongodb
-rules:
-  - apiGroups:
-      - ''
-    resources:
-      - services
-    verbs:
-      - get
-      - list
-      - watch
-      - create
-      - update
-      - delete
-  - apiGroups:
-      - ''
-    resources:
-      - secrets
-      - configmaps
-    verbs:
-      - get
-      - list
-      - create
-      - update
-      - delete
-      - watch
-  - apiGroups:
-      - apps
-    resources:
-      - statefulsets
-    verbs:
-      - create
-      - get
-      - list
-      - watch
-      - delete
-      - update
-  - apiGroups:
-      - ''
-    resources:
-      - pods
-    verbs:
-      - get
-      - list
-      - watch
-      - delete
-      - deletecollection
-  - apiGroups:
-      - mongodbcommunity.mongodb.com
-    resources:
-      - mongodbcommunity
-      - mongodbcommunity/status
-      - mongodbcommunity/spec
-      - mongodbcommunity/finalizers
-    verbs:
-      - '*'
-  - apiGroups:
-      - mongodb.com
-    verbs:
-      - '*'
-    resources:
-      - mongodb
-      - mongodb/finalizers
-      - mongodbusers
-      - mongodbusers/finalizers
-      - opsmanagers
-      - opsmanagers/finalizers
-      - mongodbmulticluster
-      - mongodbmulticluster/finalizers
-      - mongodbsearch
-      - mongodbsearch/finalizers
-      - mongodb/status
-      - mongodbusers/status
-      - opsmanagers/status
-      - mongodbmulticluster/status
-      - mongodbsearch/status
----
-# Source: mongodb-kubernetes/templates/operator-roles-pvc-resize.yaml
-kind: Role
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-pvc-resize
-  namespace: mongodb
-rules:
-  - apiGroups:
-      - ''
-    resources:
-      - persistentvolumeclaims
-    verbs:
-      - get
-      - delete
-      - list
-      - watch
-      - patch
-      - update
----
-# Source: mongodb-kubernetes/templates/database-roles.yaml
-kind: RoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-appdb
-  namespace: mongodb
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: Role
-  name: mongodb-kubernetes-appdb
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-appdb
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/operator-roles-base.yaml
-kind: RoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator
-  namespace: mongodb
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: Role
-  name: mongodb-kubernetes-operator
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-operator
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/operator-roles-pvc-resize.yaml
-kind: RoleBinding
-apiVersion: rbac.authorization.k8s.io/v1
-metadata:
-  name: mongodb-kubernetes-operator-pvc-resize-binding
-  namespace: mongodb
-roleRef:
-  apiGroup: rbac.authorization.k8s.io
-  kind: Role
-  name: mongodb-kubernetes-operator-pvc-resize
-subjects:
-  - kind: ServiceAccount
-    name: mongodb-kubernetes-operator
-    namespace: mongodb
----
-# Source: mongodb-kubernetes/templates/operator.yaml
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: mongodb-kubernetes-operator
-  namespace: mongodb
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app.kubernetes.io/component: controller
-      app.kubernetes.io/name: mongodb-kubernetes-operator
-      app.kubernetes.io/instance: mongodb-kubernetes-operator
-  template:
-    metadata:
-      labels:
-        app.kubernetes.io/component: controller
-        app.kubernetes.io/name: mongodb-kubernetes-operator
-        app.kubernetes.io/instance: mongodb-kubernetes-operator
-    spec:
-      serviceAccountName: mongodb-kubernetes-operator
-      securityContext:
-        runAsNonRoot: true
-        runAsUser: 2000
-      imagePullSecrets:
-        - name: prerelease-image-pullsecret
-      containers:
-        - name: mongodb-kubernetes-operator
-          image: "quay.io/mongodb/staging/mongodb-kubernetes:1.4.0-prerelease-68b9feeffd28d700074895e3"
-          imagePullPolicy: Always
-          args:
-            - -watch-resource=mongodb
-            - -watch-resource=opsmanagers
-            - -watch-resource=mongodbusers
-            - -watch-resource=mongodbcommunity
-            - -watch-resource=mongodbsearch
-            - -watch-resource=clustermongodbroles
-          command:
-            - /usr/local/bin/mongodb-kubernetes-operator
-          resources:
-            limits:
-              cpu: 1100m
-              memory: 1Gi
-            requests:
-              cpu: 500m
-              memory: 200Mi
-          env:
-            - name: OPERATOR_ENV
-              value: prod
-            - name: MDB_DEFAULT_ARCHITECTURE
-              value: non-static
-            - name: NAMESPACE
-              valueFrom:
-                fieldRef:
-                  fieldPath: metadata.namespace
-            - name: WATCH_NAMESPACE
-              valueFrom:
-                fieldRef:
-                  fieldPath: metadata.namespace
-            - name: MDB_OPERATOR_TELEMETRY_COLLECTION_FREQUENCY
-              value: "1h"
-            - name: MDB_OPERATOR_TELEMETRY_SEND_FREQUENCY
-              value: "168h"
-            - name: CLUSTER_CLIENT_TIMEOUT
-              value: "10"
-            - name: IMAGE_PULL_POLICY
-              value: Always
-            # Database
-            - name: MONGODB_ENTERPRISE_DATABASE_IMAGE
-              value: quay.io/mongodb/staging/mongodb-kubernetes-database
-            - name: INIT_DATABASE_IMAGE_REPOSITORY
-              value: quay.io/mongodb/staging/mongodb-kubernetes-init-database
-            - name: INIT_DATABASE_VERSION
-              value: 1.4.0-prerelease-68b9feeffd28d700074895e3
-            - name: DATABASE_VERSION
-              value: 1.4.0-prerelease-68b9feeffd28d700074895e3
-            # Ops Manager
-            - name: OPS_MANAGER_IMAGE_REPOSITORY
-              value: quay.io/mongodb/mongodb-enterprise-ops-manager-ubi
-            - name: INIT_OPS_MANAGER_IMAGE_REPOSITORY
-              value: quay.io/mongodb/staging/mongodb-kubernetes-init-ops-manager
-            - name: INIT_OPS_MANAGER_VERSION
-              value: 1.4.0-prerelease-68b9feeffd28d700074895e3
-            # AppDB
-            - name: INIT_APPDB_IMAGE_REPOSITORY
-              value: quay.io/mongodb/staging/mongodb-kubernetes-init-appdb
-            - name: INIT_APPDB_VERSION
-              value: 1.4.0-prerelease-68b9feeffd28d700074895e3
-            - name: OPS_MANAGER_IMAGE_PULL_POLICY
-              value: Always
-            - name: AGENT_IMAGE
-              value: "quay.io/mongodb/mongodb-agent:108.0.12.8846-1"
-            - name: MDB_AGENT_IMAGE_REPOSITORY
-              value: "quay.io/mongodb/mongodb-agent"
-            - name: MONGODB_IMAGE
-              value: mongodb-enterprise-server
-            - name: MONGODB_REPO_URL
-              value: quay.io/mongodb
-            - name: MDB_IMAGE_TYPE
-              value: ubi8
-            - name: PERFORM_FAILOVER
-              value: 'true'
-            - name: IMAGE_PULL_SECRETS
-              value: prerelease-image-pullsecret
-            - name: MDB_MAX_CONCURRENT_RECONCILES
-              value: "1"
-            - name: POD_NAME
-              valueFrom:
-                fieldRef:
-                  fieldPath: metadata.name
-            - name: OPERATOR_NAME
-              value: mongodb-kubernetes-operator
-            # Community Env Vars Start
-            - name: MDB_COMMUNITY_AGENT_IMAGE
-              value: "quay.io/mongodb/mongodb-agent:108.0.2.8729-1"
-            - name: VERSION_UPGRADE_HOOK_IMAGE
-              value: "quay.io/mongodb/staging/mongodb-kubernetes-operator-version-upgrade-post-start-hook:1.0.9"
-            - name: READINESS_PROBE_IMAGE
-              value: "quay.io/mongodb/staging/mongodb-kubernetes-readinessprobe:1.0.22"
-            - name: MDB_COMMUNITY_IMAGE
-              value: "mongodb-community-server"
-            - name: MDB_COMMUNITY_REPO_URL
-              value: "quay.io/mongodb"
-            - name: MDB_COMMUNITY_IMAGE_TYPE
-              value: "ubi8"
-            # Community Env Vars End
-            - name: MDB_SEARCH_COMMUNITY_REPO_URL
-              value: "quay.io/mongodb/staging"
-            - name: MDB_SEARCH_COMMUNITY_NAME
-              value: "mongodb-search"
-            - name: MDB_SEARCH_COMMUNITY_VERSION
-              value: "1.53.0-95-g8411af86f"
-
diff --git a/docs/search/02-search-enterprise-deploy/output/02_0310_wait_for_database_resource.out b/docs/search/02-search-enterprise-deploy/output/02_0310_wait_for_database_resource.out
deleted file mode 100644
index a2d422df4..000000000
--- a/docs/search/02-search-enterprise-deploy/output/02_0310_wait_for_database_resource.out
+++ /dev/null
@@ -1,13 +0,0 @@
-Waiting for MongoDB resource to reach Running phase...
-mongodb.mongodb.com/mdb-rs condition met
-
-MongoDB resource
-NAME     PHASE     VERSION   TYPE         AGE
-mdb-rs   Running   8.0.10    ReplicaSet   2m47s
-
-Pods running in cluster k3d-k3s-default
-NAME                                          READY   STATUS    RESTARTS   AGE
-mdb-rs-0                                      1/1     Running   0          2m21s
-mdb-rs-1                                      1/1     Running   0          69s
-mdb-rs-2                                      1/1     Running   0          35s
-mongodb-kubernetes-operator-64886c7b8-vnxgg   1/1     Running   0          2m49s
diff --git a/docs/search/02-search-enterprise-deploy/output/02_0335_show_running_pods.out b/docs/search/02-search-enterprise-deploy/output/02_0335_show_running_pods.out
deleted file mode 100644
index ba9b1f7a7..000000000
--- a/docs/search/02-search-enterprise-deploy/output/02_0335_show_running_pods.out
+++ /dev/null
@@ -1,16 +0,0 @@
-
-MongoDB resource
-NAME     PHASE     VERSION   TYPE         AGE
-mdb-rs   Running   8.0.10    ReplicaSet   4m59s
-
-MongoDBSearch resource
-NAME     PHASE     AGE
-mdb-rs   Running   2m12s
-
-Pods running in cluster k3d-k3s-default
-NAME                                          READY   STATUS    RESTARTS   AGE
-mdb-rs-0                                      1/1     Running   0          4m33s
-mdb-rs-1                                      1/1     Running   0          3m21s
-mdb-rs-2                                      1/1     Running   0          2m47s
-mdb-rs-search-0                               1/1     Running   0          75s
-mongodb-kubernetes-operator-64886c7b8-vnxgg   1/1     Running   0          5m1s
diff --git a/docs/search/02-search-enterprise-deploy/test.sh b/docs/search/02-search-enterprise-deploy/test.sh
index 8a0590ef3..91c5adfbe 100755
--- a/docs/search/02-search-enterprise-deploy/test.sh
+++ b/docs/search/02-search-enterprise-deploy/test.sh
@@ -17,7 +17,6 @@ run 02_0050_create_ops_manager_resources.sh
 run 02_0048_configure_prerelease_image_pullsecret.sh
 
 run_for_output 02_0090_helm_add_mogodb_repo.sh
-run 02_0080_helm_login_to_prerelease_registry.sh
 run_for_output 02_0100_install_operator.sh
 run 02_0305_create_mongodb_database_resource.sh
 run_for_output 02_0310_wait_for_database_resource.sh
diff --git a/docs/search/03-search-query-usage/code_snippets/03_0410_run_mongodb_tools_pod.sh b/docs/search/03-search-query-usage/code_snippets/03_0410_run_mongodb_tools_pod.sh
index 7a4c92864..6ac5f4e34 100755
--- a/docs/search/03-search-query-usage/code_snippets/03_0410_run_mongodb_tools_pod.sh
+++ b/docs/search/03-search-query-usage/code_snippets/03_0410_run_mongodb_tools_pod.sh
@@ -8,7 +8,7 @@ metadata:
 spec:
   containers:
   - name: mongodb-tools
-    image: mongodb/mongodb-community-server:${MDB_VERSION}-ubi8
+    image: mongodb/mongodb-community-server:${MDB_VERSION%-ent}-ubi8
     command: ["/bin/bash", "-c"]
     args: ["sleep infinity"]
   restartPolicy: Never
diff --git a/docs/search/03-search-query-usage/output/03_0420_import_movies_mflix_database.out b/docs/search/03-search-query-usage/output/03_0420_import_movies_mflix_database.out
deleted file mode 100644
index a7432faf0..000000000
--- a/docs/search/03-search-query-usage/output/03_0420_import_movies_mflix_database.out
+++ /dev/null
@@ -1,2 +0,0 @@
-Downloading sample database archive...
-Restoring sample database
diff --git a/docs/search/03-search-query-usage/output/03_0440_wait_for_search_index_ready.out b/docs/search/03-search-query-usage/output/03_0440_wait_for_search_index_ready.out
deleted file mode 100644
index b264580af..000000000
--- a/docs/search/03-search-query-usage/output/03_0440_wait_for_search_index_ready.out
+++ /dev/null
@@ -1 +0,0 @@
-Sleeping to wait for search indexes to be created
diff --git a/docs/search/03-search-query-usage/output/03_0444_list_search_indexes.out b/docs/search/03-search-query-usage/output/03_0444_list_search_indexes.out
deleted file mode 100644
index d236b3b7c..000000000
--- a/docs/search/03-search-query-usage/output/03_0444_list_search_indexes.out
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  cursor: {
-    id: 0,
-    ns: 'sample_mflix.movies',
-    firstBatch: [
-      {
-        id: '68ba080ea2d54a79efca0bcc',
-        name: 'default',
-        type: 'search',
-        latestDefinition: {
-          indexID: ObjectId('68ba080ea2d54a79efca0bcc'),
-          name: 'default',
-          database: 'sample_mflix',
-          lastObservedCollectionName: 'movies',
-          collectionUUID: UUID('1946f612-6643-42ee-b3fe-a8c70dcb6c8f'),
-          numPartitions: 1,
-          mappings: { dynamic: true, fields: {} },
-          indexFeatureVersion: 3
-        }
-      }
-    ]
-  },
-  ok: 1,
-  '$clusterTime': {
-    clusterTime: Timestamp({ t: 1757022273, i: 7 }),
-    signature: {
-      hash: Binary.createFromBase64('kdWxyz35pdSme00nFy6jvg0fMQ0=', 0),
-      keyId: Long('7546352109956890629')
-    }
-  },
-  operationTime: Timestamp({ t: 1757022273, i: 7 })
-}
diff --git a/docs/search/03-search-query-usage/output/03_0445_list_vector_search_indexes.out b/docs/search/03-search-query-usage/output/03_0445_list_vector_search_indexes.out
deleted file mode 100644
index e7c92f46e..000000000
--- a/docs/search/03-search-query-usage/output/03_0445_list_vector_search_indexes.out
+++ /dev/null
@@ -1,40 +0,0 @@
-{
-  cursor: {
-    id: 0,
-    ns: 'sample_mflix.embedded_movies',
-    firstBatch: [
-      {
-        id: '68ba080ea2d54a79efca0bcd',
-        name: 'vector_index',
-        type: 'vectorSearch',
-        latestDefinition: {
-          type: 'vectorSearch',
-          indexID: ObjectId('68ba080ea2d54a79efca0bcd'),
-          name: 'vector_index',
-          database: 'sample_mflix',
-          lastObservedCollectionName: 'embedded_movies',
-          collectionUUID: UUID('cf7c49d4-6299-4da8-a36c-a5a2017c3077'),
-          numPartitions: 1,
-          fields: [
-            {
-              type: 'vector',
-              path: 'plot_embedding_voyage_3_large',
-              numDimensions: 2048,
-              similarity: 'dotProduct',
-              quantization: 'scalar'
-            }
-          ]
-        }
-      }
-    ]
-  },
-  ok: 1,
-  '$clusterTime': {
-    clusterTime: Timestamp({ t: 1757022273, i: 7 }),
-    signature: {
-      hash: Binary.createFromBase64('kdWxyz35pdSme00nFy6jvg0fMQ0=', 0),
-      keyId: Long('7546352109956890629')
-    }
-  },
-  operationTime: Timestamp({ t: 1757022273, i: 7 })
-}
diff --git a/docs/search/03-search-query-usage/output/03_0450_execute_search_query.out b/docs/search/03-search-query-usage/output/03_0450_execute_search_query.out
deleted file mode 100644
index f425a96d8..000000000
--- a/docs/search/03-search-query-usage/output/03_0450_execute_search_query.out
+++ /dev/null
@@ -1,22 +0,0 @@
-mdb-rs [primary] test> switched to db sample_mflix
-mdb-rs [primary] sample_mflix> ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... [
-  {
-    plot: 'A sports agent stages an unconventional recruitment strategy to get talented Indian cricket players to play Major League Baseball.',
-    genres: [ 'Biography', 'Drama', 'Sport' ],
-    title: 'Million Dollar Arm',
-    released: ISODate('2014-05-16T00:00:00.000Z')
-  },
-  {
-    plot: 'A Taiwanese high school baseball team travels to Japan in 1931 to compete in a national tournament.',
-    genres: [ 'Biography', 'Drama', 'History' ],
-    title: 'Kano',
-    released: ISODate('2014-02-27T00:00:00.000Z')
-  },
-  {
-    plot: "12-year-old Josh is a mixed race boy and a promising baseball player. He is abused by his mother's boyfriend Byrd, and neglected by his mother Debbie. He forges his own path in life when ...",
-    genres: [ 'Drama' ],
-    title: 'Calloused Hands',
-    released: ISODate('2013-03-03T00:00:00.000Z')
-  }
-]
-mdb-rs [primary] sample_mflix> 
\ No newline at end of file
diff --git a/docs/search/03-search-query-usage/output/03_0455_execute_vector_search_query.out b/docs/search/03-search-query-usage/output/03_0455_execute_vector_search_query.out
deleted file mode 100644
index 1623a6fdc..000000000
--- a/docs/search/03-search-query-usage/output/03_0455_execute_vector_search_query.out
+++ /dev/null
@@ -1,54 +0,0 @@
-mdb-rs [primary] test> switched to db sample_mflix
-mdb-rs [primary] sample_mflix> ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... [
-  {
-    plot: 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.',
-    title: 'About Time',
-    score: 0.7704131603240967
-  },
-  {
-    plot: 'A psychiatrist makes multiple trips through time to save a woman that was murdered by her brutal husband.',
-    title: 'Retroactive',
-    score: 0.7597770690917969
-  },
-  {
-    plot: 'An officer for a security agency that regulates time travel, must fend for his life against a shady politician who has a tie to his past.',
-    title: 'Timecop',
-    score: 0.7574796676635742
-  },
-  {
-    plot: 'A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...',
-    title: 'A.P.E.X.',
-    score: 0.7573235034942627
-  },
-  {
-    plot: 'After visiting 2015, Marty McFly must repeat his visit to 1955 to prevent disastrous changes to 1985... without interfering with his first trip.',
-    title: 'Back to the Future Part II',
-    score: 0.751945972442627
-  },
-  {
-    plot: 'A reporter, learning of time travelers visiting 20th century disasters, tries to change the history they know by averting upcoming disasters.',
-    title: 'Thrill Seekers',
-    score: 0.7503504753112793
-  },
-  {
-    plot: 'Hoping to alter the events of the past, a 19th century inventor instead travels 800,000 years into the future, where he finds humankind divided into two warring races.',
-    title: 'The Time Machine',
-    score: 0.750007152557373
-  },
-  {
-    plot: 'Lyle, a motorcycle champion is traveling the Mexican desert, when he find himself in the action radius of a time machine. So he find himself one century back in the past between rapists, ...',
-    title: 'Timerider: The Adventure of Lyle Swann',
-    score: 0.7499568462371826
-  },
-  {
-    plot: 'A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.',
-    title: "The Time Traveler's Wife",
-    score: 0.7492842674255371
-  },
-  {
-    plot: 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.',
-    title: 'The Final Countdown',
-    score: 0.7472751140594482
-  }
-]
-mdb-rs [primary] sample_mflix> 
\ No newline at end of file
diff --git a/docs/search/04-search-external-mongod/code_snippets/04_0320_create_mongodb_search_resource.sh b/docs/search/04-search-external-mongod/code_snippets/04_0320_create_mongodb_search_resource.sh
index 85ce3f4d5..ee63f8758 100644
--- a/docs/search/04-search-external-mongod/code_snippets/04_0320_create_mongodb_search_resource.sh
+++ b/docs/search/04-search-external-mongod/code_snippets/04_0320_create_mongodb_search_resource.sh
@@ -15,7 +15,7 @@ spec:
         key: keyfile
     username: search-sync-source
     passwordSecretRef:
-      name: mdbc-rs-search-sync-source-password
+      name: ${MDB_RESOURCE_NAME}-search-sync-source-password
       key: password
   resourceRequirements:
     limits:
diff --git a/scripts/dev/contexts/public_kind_code_snippets b/scripts/dev/contexts/public_kind_code_snippets
index 83d816c43..c3c5754ef 100644
--- a/scripts/dev/contexts/public_kind_code_snippets
+++ b/scripts/dev/contexts/public_kind_code_snippets
@@ -12,3 +12,4 @@ source "${script_dir}/root-context"
 export NAMESPACE=mongodb
 export CODE_SNIPPETS_FLAVOR=e2e_public
 export CODE_SNIPPETS_COMMIT_OUTPUT=true
+export ops_manager_version="cloud_qa"
diff --git a/scripts/dev/install.sh b/scripts/dev/install.sh
index aceeda95a..42980b1fc 100755
--- a/scripts/dev/install.sh
+++ b/scripts/dev/install.sh
@@ -4,7 +4,11 @@ set -Eeou pipefail
 source scripts/funcs/printing
 source scripts/dev/set_env_context.sh
 
-tools="kubectl helm coreutils kind jq shellcheck python@${PYTHON_VERSION} chart-testing"
+# our version is pinned, so it removes the last patch version from it for bew
+# shellcheck disable=SC2153
+python_version="${PYTHON_VERSION%.*}"
+
+tools="kubectl helm coreutils kind jq shellcheck python@${python_version} chart-testing"
 echo "The following tools will be installed using homebrew: ${tools}"
 echo "Note, that you must download 'go' and Docker by yourself"