diff --git a/run_service.sh b/run_service.sh
index 8cf86472..fe803c12 100755
--- a/run_service.sh
+++ b/run_service.sh
@@ -129,6 +129,13 @@ get_private_key() {
     echo -n "$private_key"
 }
 
+# Function to warm start the policy
+warm_start() {
+    echo '["claude-prediction-offline", "claude-prediction-online", "deepmind-optimization", "deepmind-optimization-strong", "prediction-offline", "prediction-offline-sme", "prediction-online", "prediction-online-sme"]' >| sudo tee "$PWD/../$store/available_tools_store.json"
+    echo '{"counts": [23, 16, 54, 52, 20, 113, 33, 54], "eps": 0.1, "rewards": [0.21330030417382723, -0.06394516434480157, 0.5042296458897277, 0.38925697131774417, -0.2978133327512751, 1.055336834629253, -0.5935249657470777, 0.507192767958923]}' >| sudo tee "$PWD/../$store/policy_store.json"
+    echo '{}' >| sudo tee ".trader_runner/utilized_tools.json"
+}
+
 # Function to add a volume to a service in a Docker Compose file
 add_volume_to_service() {
     local compose_file="$1"
@@ -688,7 +695,8 @@ poetry run autonomy deploy build --n $n_agents -ltm
 
 cd ..
 
-add_volume_to_service "$PWD/trader_service/abci_build/docker-compose.yaml" "trader_abci_0" "/data" "$PWD/../.trader_runner/"
+warm_start
+add_volume_to_service "$PWD/trader_service/abci_build/docker-compose.yaml" "trader_abci_0" "/data" "$PWD/../$store/"
 
 # Run the deployment
 poetry run autonomy deploy run --build-dir $directory --detach