diff --git a/scripts/03_generate_secrets.sh b/scripts/03_generate_secrets.sh
index 524a262..36ee72b 100755
--- a/scripts/03_generate_secrets.sh
+++ b/scripts/03_generate_secrets.sh
@@ -78,7 +78,6 @@ else
 fi
 
 # Install Caddy
-log_info "Installing Caddy..."
 curl -1sLf 'https://dl.cloudsmith.io/public/caddy/stable/gpg.key' | gpg --yes --dearmor -o /usr/share/keyrings/caddy-stable-archive-keyring.gpg
 curl -1sLf 'https://dl.cloudsmith.io/public/caddy/stable/debian.deb.txt' | tee /etc/apt/sources.list.d/caddy-stable.list
 apt install -y caddy
@@ -115,6 +114,7 @@ while true; do
 done
 
 # Prompt for user email
+echo ""
 echo "Please enter your email address. This email will be used for:"
 echo "   - Login to Flowise"
 echo "   - Login to Supabase"
@@ -153,6 +153,7 @@ else
 fi
 
 # Prompt for OpenAI API key (optional)
+echo ""
 echo "OpenAI API Key (optional). This key will be used for:"
 echo "   - Supabase: AI services to help with writing SQL queries, statements, and policies"
 echo "   - Crawl4AI: Default LLM configuration for web crawling capabilities"
@@ -173,6 +174,7 @@ else
 fi
 
 # Ask if user wants to import ready-made workflow for n8n
+echo ""
 echo "Do you want to import 300 ready-made workflows for n8n? This process may take about 30 minutes to complete."
 if [[ -n "${existing_env_vars[RUN_N8N_IMPORT]}" ]]; then
     RUN_N8N_IMPORT="${existing_env_vars[RUN_N8N_IMPORT]}"
@@ -210,7 +212,6 @@ if [[ -n "${existing_env_vars[N8N_WORKER_COUNT]}" ]]; then
                  read -p "Update n8n workers to $N8N_WORKER_COUNT_TEMP? (y/N): " confirm_change
                  if [[ "$confirm_change" =~ ^[Yy]$ ]]; then
                     N8N_WORKER_COUNT="$N8N_WORKER_COUNT_TEMP"
-                    log_info "N8N_WORKER_COUNT set to $N8N_WORKER_COUNT."
                  else
                     N8N_WORKER_COUNT="$N8N_WORKER_COUNT_CURRENT"
                     log_info "Change declined. Keeping N8N_WORKER_COUNT at $N8N_WORKER_COUNT."
@@ -453,14 +454,12 @@ fi
 
 # Generate the actual JWT tokens using the JWT_SECRET_TO_USE, if not already set
 if [[ -z "${generated_values[ANON_KEY]}" ]]; then
-    log_info "Generating ANON_KEY..."
     generated_values["ANON_KEY"]=$(create_jwt "anon" "$JWT_SECRET_TO_USE")
 else
     log_info "Using existing ANON_KEY."
 fi
 
 if [[ -z "${generated_values[SERVICE_ROLE_KEY]}" ]]; then
-    log_info "Generating SERVICE_ROLE_KEY..."
     generated_values["SERVICE_ROLE_KEY"]=$(create_jwt "service_role" "$JWT_SECRET_TO_USE")
 else
     log_info "Using existing SERVICE_ROLE_KEY."
@@ -548,7 +547,6 @@ for key in "${!generated_values[@]}"; do
 done
 
 # Hash passwords using caddy with bcrypt
-log_info "Hashing passwords with caddy using bcrypt..."
 PROMETHEUS_PLAIN_PASS="${generated_values["PROMETHEUS_PASSWORD"]}"
 SEARXNG_PLAIN_PASS="${generated_values["SEARXNG_PASSWORD"]}"
 
@@ -589,7 +587,6 @@ else
 fi
 
 # Uninstall caddy
-log_info "Uninstalling caddy..."
 apt remove -y caddy
 
 exit 0 
\ No newline at end of file
diff --git a/scripts/04_wizard.sh b/scripts/04_wizard.sh
index 8721ec7..0372bda 100755
--- a/scripts/04_wizard.sh
+++ b/scripts/04_wizard.sh
@@ -7,6 +7,10 @@
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
 PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
 ENV_FILE="$PROJECT_ROOT/.env"
+
+# Source the utilities file
+source "$(dirname "$0")/utils.sh"
+
 # UTILS_SCRIPT="$SCRIPT_DIR/utils.sh" # Uncomment if utils.sh contains relevant functions
 
 # if [ -f "$UTILS_SCRIPT" ]; then
@@ -16,12 +20,10 @@ ENV_FILE="$PROJECT_ROOT/.env"
 # Function to check if whiptail is installed
 check_whiptail() {
     if ! command -v whiptail &> /dev/null; then
-        echo "--------------------------------------------------------------------"
-        echo "ERROR: 'whiptail' is not installed."
-        echo "This tool is required for the interactive service selection."
-        echo "On Debian/Ubuntu, you can install it using: sudo apt-get install whiptail"
-        echo "Please install whiptail and try again."
-        echo "--------------------------------------------------------------------"
+        log_error "'whiptail' is not installed."
+        log_info "This tool is required for the interactive service selection."
+        log_info "On Debian/Ubuntu, you can install it using: sudo apt-get install whiptail"
+        log_info "Please install whiptail and try again."
         exit 1
     fi
 }
@@ -107,10 +109,8 @@ fi
 # Exit if user pressed Cancel or Esc
 exitstatus=$?
 if [ $exitstatus -ne 0 ]; then
-    echo "--------------------------------------------------------------------"
-    echo "INFO: Service selection cancelled by user. Exiting wizard."
-    echo "No changes made to service profiles. Default services will be used."
-    echo "--------------------------------------------------------------------"
+    log_info "Service selection cancelled by user. Exiting wizard."
+    log_info "No changes made to service profiles. Default services will be used."
     # Set COMPOSE_PROFILES to empty to ensure only core services run
     if [ ! -f "$ENV_FILE" ]; then
         touch "$ENV_FILE"
@@ -181,21 +181,20 @@ if [ $ollama_selected -eq 1 ]; then
     if [ $ollama_exitstatus -eq 0 ] && [ -n "$CHOSEN_OLLAMA_PROFILE" ]; then
         selected_profiles+=("$CHOSEN_OLLAMA_PROFILE")
         ollama_profile="$CHOSEN_OLLAMA_PROFILE" # Store for user message
-        echo "INFO: Ollama hardware profile selected: $CHOSEN_OLLAMA_PROFILE"
+        log_info "Ollama hardware profile selected: $CHOSEN_OLLAMA_PROFILE"
     else
-        echo "INFO: Ollama hardware profile selection cancelled or no choice made. Ollama will not be configured with a specific hardware profile."
+        log_info "Ollama hardware profile selection cancelled or no choice made. Ollama will not be configured with a specific hardware profile."
         # ollama_selected remains 1, but no specific profile is added.
         # This means "ollama" won't be in COMPOSE_PROFILES unless a hardware profile is chosen.
         ollama_selected=0 # Mark as not fully selected if profile choice is cancelled
     fi
 fi
 
-echo "--------------------------------------------------------------------"
 if [ ${#selected_profiles[@]} -eq 0 ]; then
-    echo "INFO: No optional services selected."
+    log_info "No optional services selected."
     COMPOSE_PROFILES_VALUE=""
 else
-    echo "INFO: You have selected the following service profiles to be deployed:"
+    log_info "You have selected the following service profiles to be deployed:"
     # Join the array into a comma-separated string
     COMPOSE_PROFILES_VALUE=$(IFS=,; echo "${selected_profiles[*]}")
     for profile in "${selected_profiles[@]}"; do
@@ -211,12 +210,11 @@ else
         fi
     done
 fi
-echo "--------------------------------------------------------------------"
 
 # Update or add COMPOSE_PROFILES in .env file
 # Ensure .env file exists (it should have been created by 03_generate_secrets.sh or exist from previous run)
 if [ ! -f "$ENV_FILE" ]; then
-    echo "WARNING: '.env' file not found at $ENV_FILE. Creating it."
+    log_warning "'.env' file not found at $ENV_FILE. Creating it."
     touch "$ENV_FILE"
 fi
 
@@ -228,13 +226,12 @@ fi
 
 # Add the new COMPOSE_PROFILES line
 echo "COMPOSE_PROFILES=${COMPOSE_PROFILES_VALUE}" >> "$ENV_FILE"
-echo "INFO: COMPOSE_PROFILES has been set in '$ENV_FILE'."
+log_info "COMPOSE_PROFILES has been set in '$ENV_FILE'."
 if [ -z "$COMPOSE_PROFILES_VALUE" ]; then
-    echo "Only core services (Caddy, Postgres, Redis) will be started."
+    log_info "Only core services (Caddy, Postgres, Redis) will be started."
 else
-    echo "The following Docker Compose profiles will be active: ${COMPOSE_PROFILES_VALUE}"
+    log_info "The following Docker Compose profiles will be active: ${COMPOSE_PROFILES_VALUE}"
 fi
-echo "--------------------------------------------------------------------"
 
 # Make the script executable (though install.sh calls it with bash)
 chmod +x "$SCRIPT_DIR/04_wizard.sh"
diff --git a/scripts/apply_update.sh b/scripts/apply_update.sh
index 64de275..d2b3ff3 100755
--- a/scripts/apply_update.sh
+++ b/scripts/apply_update.sh
@@ -7,7 +7,6 @@ source "$(dirname "$0")/utils.sh"
 
 # Set the compose command explicitly to use docker compose subcommand
 COMPOSE_CMD="docker compose"
-log_info "Using $COMPOSE_CMD as compose command for update application"
 
 # Navigate to the directory where this script is located
 SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
@@ -56,9 +55,6 @@ SUPABASE_COMPOSE_FILE_PATH="$SUPABASE_DOCKER_DIR/docker-compose.yml"
 # Check if Supabase directory and its docker-compose.yml exist
 if [ -d "$SUPABASE_DOCKER_DIR" ] && [ -f "$SUPABASE_COMPOSE_FILE_PATH" ]; then
     COMPOSE_FILES_FOR_PULL+=("-f" "$SUPABASE_COMPOSE_FILE_PATH")
-    log_info "Supabase docker-compose.yml found, will be included for pull if Supabase is selected."
-else
-    log_info "Supabase docker-compose.yml not found or directory does not exist, skipping for pull consideration."
 fi
 
 # Use the project name "localai" for consistency.
diff --git a/scripts/install.sh b/scripts/install.sh
index 252ee6a..830b027 100755
--- a/scripts/install.sh
+++ b/scripts/install.sh
@@ -81,27 +81,27 @@ fi
 
 # Run installation steps sequentially using their full paths
 
-log_info "Step 1: System Preparation..."
+log_info "========== STEP 1: System Preparation =========="
 bash "$SCRIPT_DIR/01_system_preparation.sh" || { log_error "System Preparation failed"; exit 1; }
 log_success "System preparation complete!"
 
-log_info "Step 2: Installing Docker..."
+log_info "========== STEP 2: Installing Docker =========="
 bash "$SCRIPT_DIR/02_install_docker.sh" || { log_error "Docker Installation failed"; exit 1; }
 log_success "Docker installation complete!"
 
-log_info "Step 3: Generating Secrets and Configuration..."
+log_info "========== STEP 3: Generating Secrets and Configuration =========="
 bash "$SCRIPT_DIR/03_generate_secrets.sh" || { log_error "Secret/Config Generation failed"; exit 1; }
 log_success "Secret/Config Generation complete!"
 
-log_info "Step 4: Running Service Selection Wizard..."
+log_info "========== STEP 4: Running Service Selection Wizard =========="
 bash "$SCRIPT_DIR/04_wizard.sh" || { log_error "Service Selection Wizard failed"; exit 1; }
 log_success "Service Selection Wizard complete!"
 
-log_info "Step 5: Running Services..."
+log_info "========== STEP 5: Running Services =========="
 bash "$SCRIPT_DIR/05_run_services.sh" || { log_error "Running Services failed"; exit 1; }
 log_success "Running Services complete!"
 
-log_info "Step 6: Generating Final Report..."
+log_info "========== STEP 6: Generating Final Report =========="
 # --- Installation Summary ---
 log_info "Installation Summary. The following steps were performed by the scripts:"
 log_success "- System updated and basic utilities installed"
@@ -115,6 +115,4 @@ log_success "- Services launched via Docker Compose"
 bash "$SCRIPT_DIR/06_final_report.sh" || { log_error "Final Report Generation failed"; exit 1; }
 log_success "Final Report Generation complete!"
 
-log_message "SUCCESS" "Installation process completed!"
-
 exit 0 
\ No newline at end of file
diff --git a/scripts/update.sh b/scripts/update.sh
index 8f3023c..2904c4b 100755
--- a/scripts/update.sh
+++ b/scripts/update.sh
@@ -43,7 +43,6 @@ else
 fi
 
 # Execute the rest of the update process using the (potentially updated) apply_update.sh
-log_info "Handing over to apply_update.sh..."
 bash "$APPLY_UPDATE_SCRIPT"
 
 # The final success message will now come from apply_update.sh