diff --git a/deployment.yaml b/deployment.yaml
index b2855883af..62575309d2 100644
--- a/deployment.yaml
+++ b/deployment.yaml
@@ -22,7 +22,8 @@ metadata:
   labels:
     app: tts
 spec:
-  replicas: 2
+  # NB: DigitalOcean PersistentVolumes can only be attached to one droplet at a time!? WTF!
+  replicas: 1
   selector:
     matchLabels:
       app: tts
@@ -39,12 +40,33 @@ spec:
             claimName: model-pvc
       containers:
       - name: tts
-        image: docker.pkg.github.com/echelon/voder/tts-service:a8858f2375a4
+        # NB: Container builds are triggered by Github Actions
+        image: docker.pkg.github.com/echelon/voder/tts-service:374e1a477d90
+        env:
+        - name: BIND_ADDRESS
+          value: "0.0.0.0:12345"
+        - name: TACOTRON_MODEL
+          value: "/store/models/tacotron2-nvidia/tacotron_container.pt"
+        - name: MELGAN_MODEL
+          value: "/store/models/melgan-swpark/shared_melgan_container.pt"
         command: ["/tts_service"]
-        args: ["0.0.0.0:12345"]
         ports:
         - containerPort: 12345
           protocol: TCP
         volumeMounts:
           - mountPath: "/store"
             name: model-pv
+        readinessProbe:
+          httpGet:
+            path: /readiness
+            port: 12345
+          initialDelaySeconds: 5
+          periodSeconds: 5
+        livenessProbe:
+          httpGet:
+            path: /liveness
+            port: 12345
+          initialDelaySeconds: 20
+          periodSeconds: 3
+          timeoutSeconds: 3
+          failureThreshold: 3
diff --git a/tts_service/src/main.rs b/tts_service/src/main.rs
index 79804c26cc..4e9dd9cd23 100644
--- a/tts_service/src/main.rs
+++ b/tts_service/src/main.rs
@@ -76,6 +76,8 @@ const BIND_ADDRESS : &'static str = "BIND_ADDRESS";
 
 #[actix_rt::main]
 async fn main() -> std::io::Result<()> {
+  println!("Starting service.");
+
   let bind_address = env::var(BIND_ADDRESS)
       .expect(&format!("Must include {} env var, eg `0.0.0.0:8000`", BIND_ADDRESS));
 
@@ -85,6 +87,8 @@ async fn main() -> std::io::Result<()> {
   let melgan_filename = env::var(MELGAN_MODEL)
       .expect(&format!("Must include {} env var", MELGAN_MODEL));
 
+  println!("Loading models...");
+
   let ttsEngine = TacoMelModel::create(&tacotron_filename, &melgan_filename);
 
   let arc = web::Data::new(Arc::new(ttsEngine));