diff --git a/trainer-env/axonserver/deployment.yaml b/trainer-env/axonserver/deployment.yaml
new file mode 100644
index 0000000..7e70e5b
--- /dev/null
+++ b/trainer-env/axonserver/deployment.yaml
@@ -0,0 +1,119 @@
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: axonserver-properties
+data:
+  axonserver.properties: |
+    axoniq.axonserver.name=Axon Server Node 1
+    axoniq.axonserver.hostname=localhost
+    axoniq.axonserver.devmode.enabled=true
+    axoniq.axonserver.snapshot.storage=/eventdata
+    axoniq.axonserver.controldb-path=/data
+    axoniq.axonserver.pid-file-location=/data
+    axoniq.axonserver.max-message-size=25000000
+    logging.file=/data/axonserver.log
+    logging.file.max-history=10
+
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: axonserver
+  labels:
+    app: axonserver
+spec:
+  serviceName: axonserver
+  replicas: 1
+  selector:
+    matchLabels:
+      app: axonserver
+  template:
+    metadata:
+      labels:
+        app: axonserver
+    spec:
+      containers:
+      - name: axonserver
+        image: axoniq/axonserver
+        imagePullPolicy: Always
+        ports:
+        - name: grpc
+          containerPort: 8124
+          protocol: TCP
+        - name: http
+          containerPort: 8024
+          protocol: TCP
+        volumeMounts:
+        - name: eventstore
+          mountPath: /eventdata
+        - name: data
+          mountPath: /data
+        - name: config
+          mountPath: /config
+          readOnly: true
+        readinessProbe:
+          httpGet:
+            port: http
+            path: /actuator/info
+          initialDelaySeconds: 30
+          periodSeconds: 5
+          timeoutSeconds: 1
+        livenessProbe:
+          httpGet:
+            port: gui
+            path: /actuator/info
+          initialDelaySeconds: 60
+          periodSeconds: 5
+          timeoutSeconds: 1
+      volumes:
+      - name: config
+        configMap:
+          name: axonserver-properties
+  volumeClaimTemplates:
+    - metadata:
+        name: eventstore
+      spec:
+        accessModes: [ "ReadWriteOnce" ]
+        resources:
+          requests:
+            storage: 5Gi
+    - metadata:
+        name: data
+      spec:
+        accessModes: [ "ReadWriteOnce" ]
+        resources:
+          requests:
+            storage: 1Gi
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: axonserver-gui
+  labels:
+    app: axonserver
+spec:
+  ports:
+  - name: gui
+    port: 8024
+    targetPort: 8024
+  selector:
+    app: axonserver
+  type: LoadBalancer
+  sessionAffinity: ClientIP
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: axonserver-grpc
+  labels:
+    app: axonserver
+spec:
+  ports:
+  - name: grpc
+    port: 8124
+    targetPort: 8124
+  clusterIP: None
+  selector:
+    app: axonserver
\ No newline at end of file
diff --git a/trainer-env/kafka/confluent-platform.yaml b/trainer-env/kafka/confluent-platform.yaml
index d890b88..68b6e48 100644
--- a/trainer-env/kafka/confluent-platform.yaml
+++ b/trainer-env/kafka/confluent-platform.yaml
@@ -67,6 +67,16 @@ metadata:
   namespace: basic
 spec:
   replicas: 1
+  podTemplate:
+    affinity:
+      nodeAffinity:
+        requiredDuringSchedulingIgnoredDuringExecution:
+          nodeSelectorTerms: 
+            - matchExpressions: 
+                - key: kubernetes.io/hostname
+                  operator: In
+                  values: 
+                    - bfs-k8snode-10-2-1-7.hetzner.base.beaconfireinc.com
   image:
     application: confluentinc/cp-server-connect:7.4.0
     init: confluentinc/confluent-init-container:2.6.0
@@ -81,6 +91,16 @@ metadata:
   namespace: basic
 spec:
   replicas: 1
+  podTemplate:
+    affinity:
+      nodeAffinity:
+        requiredDuringSchedulingIgnoredDuringExecution:
+          nodeSelectorTerms: 
+            - matchExpressions: 
+                - key: kubernetes.io/hostname
+                  operator: In
+                  values: 
+                    - bfs-k8snode-10-2-1-6.hetzner.base.beaconfireinc.com
   image:
     application: confluentinc/cp-ksqldb-server:7.4.0
     init: confluentinc/confluent-init-container:2.6.0
@@ -95,6 +115,16 @@ metadata:
   namespace: basic
 spec:
   replicas: 1
+  podTemplate:
+    affinity:
+      nodeAffinity:
+        requiredDuringSchedulingIgnoredDuringExecution:
+          nodeSelectorTerms: 
+            - matchExpressions: 
+                - key: kubernetes.io/hostname
+                  operator: In
+                  values: 
+                    - bfs-k8snode-10-2-1-8.hetzner.base.beaconfireinc.com
   image:
     application: confluentinc/cp-enterprise-control-center:7.4.0
     init: confluentinc/confluent-init-container:2.6.0