diff --git a/.riahub/workflows/workflow.yaml b/.riahub/workflows/workflow.yaml
index a07fecc..ba0371d 100644
--- a/.riahub/workflows/workflow.yaml
+++ b/.riahub/workflows/workflow.yaml
@@ -32,16 +32,12 @@ jobs:
       - name: Install dependencies (incl. RIA Hub utils)
         run: |
           set -e
-
           python -m pip install --upgrade pip
 
           echo "Trying to install utils from RIA Hub..."
-          if ! pip install \
+          pip install \
             --index-url "https://${{ secrets.RIAHUB_USER }}:${{ secrets.RIAHUB_TOKEN }}@git.riahub.ai/api/packages/qoherent/pypi/simple/" \
-            utils; then
-            echo "RIA Hub install failed, falling back to local wheel..."
-            pip install ./wheels/utils-*.whl
-          fi
+            utils
           pip install -r requirements.txt
 
       - name: 1. Generate Recordings
diff --git a/conf/app.yaml b/conf/app.yaml
index 641ff4b..d9ffc02 100644
--- a/conf/app.yaml
+++ b/conf/app.yaml
@@ -24,7 +24,7 @@ dataset:
   snr_step: 3
 
   # Number of iterations (signal recordings) per modulation and SNR combination
-  num_iterations: 100
+  num_iterations: 10
 
   # Modulation scheme settings; keys must match the `modulation_types` list above
   # Each entry includes: