diff --git a/staticmemory/memory-bucket-optimizer/test_operations.sh b/staticmemory/memory-bucket-optimizer/test_operations.sh
new file mode 100755
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+++ b/staticmemory/memory-bucket-optimizer/test_operations.sh
@@ -0,0 +1,154 @@
+#!/bin/bash
+# test_operations.sh
+#
+# Copyright (C) 2006-2025 wolfSSL Inc.
+#
+# This file is part of wolfSSL.
+#
+# wolfSSL is free software; you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation; either version 2 of the License, or
+# (at your option) any later version.
+#
+# wolfSSL is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program; if not, write to the Free Software
+# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1335, USA
+
+# Default values
+WOLFSSL_DIR="../../../wolfssl"
+RESULTS_DIR="test_results"
+
+# Test configurations
+declare -A TESTS=(
+    ["tls12_google"]="google.com:443"
+    ["tls13_google"]="google.com:443:-v 4"
+    ["tls12_cloudflare"]="cloudflare.com:443"
+    ["tls13_cloudflare"]="cloudflare.com:443:-v 4"
+    ["tls12_resume"]="google.com:443:-r"
+    ["tls13_resume"]="google.com:443:-v 4 -r"
+    ["tls12_nonblocking"]="google.com:443:-N"
+    ["tls13_nonblocking"]="google.com:443:-v 4 -N"
+)
+
+# Create results directory
+mkdir -p "$RESULTS_DIR"
+
+# Check if wolfSSL is built with memory logging
+if [ ! -f "$WOLFSSL_DIR/options.h" ]; then
+    echo "Error: wolfSSL options.h not found at $WOLFSSL_DIR/options.h"
+    echo "Please make sure wolfSSL is built with --enable-memorylog"
+    exit 1
+fi
+
+# Check if memory logging is enabled
+if ! grep -q "WOLFSSL_MEMORY_LOG" "$WOLFSSL_DIR/options.h"; then
+    echo "Warning: wolfSSL is not built with memory logging enabled"
+    echo "Using sample memory logs for testing"
+    
+    # Create sample memory logs
+    mkdir -p "$RESULTS_DIR/samples"
+    
+    # Sample TLS 1.2 memory log
+    cat > "$RESULTS_DIR/samples/tls12_sample.txt" << 'SAMPLE'
+Alloc: 16 bytes at address: 0x55b7a2c31e70 from func: wolfSSL_Init
+Alloc: 24 bytes at address: 0x55b7a2c31e90 from func: wolfSSL_CTX_new
+Alloc: 32 bytes at address: 0x55b7a2c31eb0 from func: wolfSSL_new
+Alloc: 64 bytes at address: 0x55b7a2c31ef0 from func: wolfSSL_connect
+Alloc: 128 bytes at address: 0x55b7a2c31f40 from func: DoHandShake
+Alloc: 256 bytes at address: 0x55b7a2c31fc0 from func: BuildMessage
+Alloc: 512 bytes at address: 0x55b7a2c320d0 from func: BuildCertHashes
+Alloc: 1024 bytes at address: 0x55b7a2c322f0 from func: BuildFinished
+Alloc: 2048 bytes at address: 0x55b7a2c32730 from func: BuildTls13Message
+Alloc: 4096 bytes at address: 0x55b7a2c32fb0 from func: BuildTls13Message
+SAMPLE
+    
+    # Sample TLS 1.3 memory log
+    cat > "$RESULTS_DIR/samples/tls13_sample.txt" << 'SAMPLE'
+Alloc: 16 bytes at address: 0x55b7a2c31e70 from func: wolfSSL_Init
+Alloc: 24 bytes at address: 0x55b7a2c31e90 from func: wolfSSL_CTX_new
+Alloc: 32 bytes at address: 0x55b7a2c31eb0 from func: wolfSSL_new
+Alloc: 64 bytes at address: 0x55b7a2c31ef0 from func: wolfSSL_connect
+Alloc: 128 bytes at address: 0x55b7a2c31f40 from func: DoHandShake
+Alloc: 256 bytes at address: 0x55b7a2c31fc0 from func: BuildMessage
+Alloc: 512 bytes at address: 0x55b7a2c320d0 from func: BuildCertHashes
+Alloc: 1024 bytes at address: 0x55b7a2c322f0 from func: BuildFinished
+Alloc: 2048 bytes at address: 0x55b7a2c32730 from func: BuildTls13Message
+Alloc: 4096 bytes at address: 0x55b7a2c32fb0 from func: BuildTls13Message
+Alloc: 8192 bytes at address: 0x55b7a2c34fb0 from func: BuildTls13KeyShare
+SAMPLE
+    
+    # Use sample logs for testing
+    for test_name in "${!TESTS[@]}"; do
+        if [[ "$test_name" == *"tls13"* ]]; then
+            cp "$RESULTS_DIR/samples/tls13_sample.txt" "$RESULTS_DIR/${test_name}_memory.txt"
+        else
+            cp "$RESULTS_DIR/samples/tls12_sample.txt" "$RESULTS_DIR/${test_name}_memory.txt"
+        fi
+    done
+else
+    # Build wolfSSL with memory logging enabled
+    echo "Building wolfSSL with memory logging..."
+    cd "$WOLFSSL_DIR" || exit 1
+    ./autogen.sh
+    ./configure --enable-memorylog
+    make
+    
+    # Run tests for each configuration
+    for test_name in "${!TESTS[@]}"; do
+        IFS=':' read -r host port extra_args <<< "${TESTS[$test_name]}"
+        
+        echo "Running test: $test_name"
+        echo "Host: $host, Port: $port, Extra args: $extra_args"
+        
+        # Run the example client
+        ./examples/client/client -h "$host" -d -p "$port" $extra_args -g > \
+            "../wolfssl-examples/staticmemory/memory-bucket-optimizer/$RESULTS_DIR/${test_name}_log.txt" 2>&1
+        
+        # Extract memory allocation logs
+        cd "../wolfssl-examples/staticmemory/memory-bucket-optimizer" || exit 1
+        grep "^Alloc:" "$RESULTS_DIR/${test_name}_log.txt" > "$RESULTS_DIR/${test_name}_memory.txt"
+        
+        # Return to wolfSSL directory for next test
+        cd "$WOLFSSL_DIR" || exit 1
+    done
+fi
+
+# Run the memory bucket optimizer for each test
+cd "../wolfssl-examples/staticmemory/memory-bucket-optimizer" || exit 1
+for test_name in "${!TESTS[@]}"; do
+    echo "Optimizing memory buckets for $test_name..."
+    
+    # Run the memory bucket optimizer
+    cd src || exit 1
+    ./memory_bucket_optimizer "../../$RESULTS_DIR/${test_name}_memory.txt" > \
+        "../../$RESULTS_DIR/${test_name}_buckets.txt"
+    
+    cd .. || exit 1
+done
+
+# Generate a summary of the results
+echo "Generating summary..."
+echo "Test Name,Total Allocs,Unique Sizes,Largest Bucket,Total Waste" > "$RESULTS_DIR/summary.csv"
+
+for result_file in "$RESULTS_DIR"/*_buckets.txt; do
+    test_name=$(basename "$result_file" _buckets.txt)
+    alloc_file="$RESULTS_DIR/${test_name}_memory.txt"
+    
+    total_allocs=$(grep -c "^Alloc:" "$alloc_file" || echo "0")
+    unique_sizes=$(grep "Found .* unique allocation sizes" "$result_file" | awk '{print $2}' || echo "0")
+    largest_bucket=$(grep -A 3 "Optimized Bucket Sizes" "$result_file" | tail -n 1 | awk '{print $1}' || echo "0")
+    total_waste=$(grep -A 3 "Optimized Bucket Sizes" "$result_file" | tail -n 1 | awk '{print $3}' || echo "0")
+    
+    echo "$test_name,$total_allocs,$unique_sizes,$largest_bucket,$total_waste" >> "$RESULTS_DIR/summary.csv"
+done
+
+# Print the summary
+echo "Test results summary:"
+cat "$RESULTS_DIR/summary.csv"
+
+echo "All tests completed. Results saved in $RESULTS_DIR/"