diff --git a/.devcontainer.json b/.devcontainer.json
new file mode 100644
index 0000000..73c7dd8
--- /dev/null
+++ b/.devcontainer.json
@@ -0,0 +1,18 @@
+{
+    "name": "Kernel Module Development",
+    "dockerFile": "Dockerfile.devcontainer",
+    "workspaceFolder": "/workspace",
+    "workspaceMount": "source=${localWorkspaceFolder},target=/workspace,type=bind,consistency=cached",
+    "customizations": {
+        "vscode": {
+            "extensions": [
+                "ms-vscode.cpptools",
+                "ms-vscode.makefile-tools",
+                "ms-azuretools.vscode-docker",
+                "ms-vscode.cmake-tools"
+            ]
+        }
+    },
+    "remoteUser": "root"
+}
+  
\ No newline at end of file
diff --git a/.github/workflows/test-kernel-module.yaml b/.github/workflows/test-kernel-module.yaml
new file mode 100644
index 0000000..e257712
--- /dev/null
+++ b/.github/workflows/test-kernel-module.yaml
@@ -0,0 +1,153 @@
+name: Test Kernel Module
+on: workflow_dispatch  # Manual trigger for testing
+
+permissions:
+  id-token: write # Required for requesting the JWT
+
+jobs:
+  start-runner:
+    name: Start EC2 runner
+    runs-on: ubuntu-latest
+    outputs:
+      label: ${{ steps.start-ec2-runner.outputs.label }}
+      ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
+    steps:
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          role-to-assume: ${{ secrets.AWS_ROLE_ARN }}
+          aws-region: ${{ secrets.AWS_REGION }}
+          role-session-name: github-runner-session
+
+      - name: Start EC2 runner
+        id: start-ec2-runner
+        uses: machulav/ec2-github-runner@v2.3.8
+        with:
+          mode: start
+          github-token: ${{ secrets.REPO_ADMIN_TOKEN }}
+          ec2-image-id: ami-0884d2865dbe9de4b  # Ubuntu 22.04 LTS in us-east-2
+          ec2-instance-type: t3.large
+          market-type: spot
+          subnet-id: ${{ secrets.AWS_SUBNET_ID }}
+          security-group-id: ${{ secrets.AWS_SECURITY_GROUP_ID }}
+          aws-resource-tags: >
+            [
+              {"Key": "Name", "Value": "github-runner"},
+              {"Key": "Repository", "Value": "${{ github.repository }}"},
+              {"Key": "Workflow", "Value": "${{ github.workflow }}"},
+              {"Key": "RunId", "Value": "${{ github.run_id }}"},
+              {"Key": "RunNumber", "Value": "${{ github.run_number }}"},
+              {"Key": "SHA", "Value": "${{ github.sha }}"},
+              {"Key": "Branch", "Value": "${{ github.ref_name }}"},
+              {"Key": "Actor", "Value": "${{ github.actor }}"}
+            ]
+
+  test-module:
+    needs: start-runner
+    runs-on: ${{ needs.start-runner.outputs.label }}
+    timeout-minutes: 10  # Add timeout in case system hangs
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Disable IPv6
+        run: |
+          # Disable IPv6 via sysctl
+          sudo sysctl -w net.ipv6.conf.all.disable_ipv6=1
+          sudo sysctl -w net.ipv6.conf.default.disable_ipv6=1
+          sudo sysctl -w net.ipv6.conf.lo.disable_ipv6=1
+
+          # Force apt to use IPv4
+          echo 'Acquire::ForceIPv4 "true";' | sudo tee /etc/apt/apt.conf.d/99force-ipv4
+
+      - name: Configure apt to use HTTPS
+        run: |
+          # Update all archive URLs to use HTTPS
+          sudo sed -i 's/http:/https:/g' /etc/apt/sources.list
+
+          # Install apt-transport-https (might fail initially, hence the || true)
+          sudo apt-get update || true
+          sudo apt-get install -y apt-transport-https ca-certificates
+
+          # Update again with HTTPS now configured
+          sudo apt-get update
+
+      - name: Install build dependencies
+        run: |
+          # Install base dependencies
+          sudo apt-get install -y build-essential linux-headers-$(uname -r)
+          
+      - name: Build kernel module
+        working-directory: module
+        run: |
+          # Try to compile and capture the warning message
+          make 2>&1 | tee compile_output.txt || true
+          
+          # Extract gcc version from the warning message
+          KERNEL_GCC_VERSION=$(grep "The kernel was built by:" compile_output.txt | grep -oP 'gcc-\K\d+' || echo "")
+          echo "Detected kernel compiler version: ${KERNEL_GCC_VERSION}"
+          
+          # Install specific gcc version if detected
+          if [ ! -z "$KERNEL_GCC_VERSION" ]; then
+            echo "Installing gcc-${KERNEL_GCC_VERSION}"
+            sudo apt-get install -y gcc-${KERNEL_GCC_VERSION}
+            
+            # Configure as default gcc
+            sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-${KERNEL_GCC_VERSION} 100
+            sudo update-alternatives --set gcc /usr/bin/gcc-${KERNEL_GCC_VERSION}
+          else
+            echo "Warning: Could not detect kernel compiler version"
+          fi
+          
+          # Verify gcc version
+          gcc --version
+          
+          # Now try the actual build
+          make
+
+          ls -l build/memory_collector.ko
+
+      - name: Load and test module
+        working-directory: module
+        run: |
+          # Load module
+          sudo insmod build/memory_collector.ko
+          
+          # Verify module is loaded
+          lsmod | grep memory_collector
+          
+          # Check kernel logs for module initialization
+          dmesg | grep "Memory Collector" || true
+          
+          # Unload module
+          sudo rmmod memory_collector
+          
+          # Verify module unloaded successfully
+          if lsmod | grep -q memory_collector; then
+            echo "Error: Module still loaded"
+            exit 1
+          fi
+          
+          # Check kernel logs for cleanup message
+          dmesg | grep "Memory Collector" || true
+
+  stop-runner:
+    name: Stop EC2 runner
+    needs: [start-runner, test-module]
+    runs-on: ubuntu-latest
+    if: always()  # Run even if previous jobs fail
+    steps:
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          role-to-assume: ${{ secrets.AWS_ROLE_ARN }}
+          aws-region: ${{ secrets.AWS_REGION }}
+          role-session-name: github-runner-session
+
+      - name: Stop EC2 runner
+        uses: machulav/ec2-github-runner@v2.3.8
+        with:
+          mode: stop
+          github-token: ${{ secrets.REPO_ADMIN_TOKEN }}
+          label: ${{ needs.start-runner.outputs.label }}
+          ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }} 
\ No newline at end of file
diff --git a/Dockerfile.devcontainer b/Dockerfile.devcontainer
new file mode 100644
index 0000000..9f9513c
--- /dev/null
+++ b/Dockerfile.devcontainer
@@ -0,0 +1,21 @@
+FROM ubuntu:latest
+
+# Avoid prompts during package installation
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Update and install essential build tools and kernel headers
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    linux-headers-6.8.0-52-generic \
+    linux-image-6.8.0-52-generic \
+    git \
+    vim \
+    curl \
+    kmod \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set the working directory
+WORKDIR /workspace
+
+# Keep container running
+CMD ["sleep", "infinity"] 
\ No newline at end of file
diff --git a/module/Makefile b/module/Makefile
new file mode 100644
index 0000000..8215291
--- /dev/null
+++ b/module/Makefile
@@ -0,0 +1,33 @@
+obj-m += memory_collector.o
+
+# Check if KVERSION is provided on command line
+ifdef KVERSION
+    # Use provided version
+    KERNEL_VERSION := $(KVERSION)
+else
+    # Check if we're in the dev container by looking for a specific file
+    # that would only exist in the container (like our Dockerfile)
+    ifneq (,$(wildcard /.dockerenv))
+        # In container - use the version we installed
+        KERNEL_VERSION := 6.8.0-52-generic
+    else
+        # Not in container - use current kernel
+        KERNEL_VERSION := $(shell uname -r)
+    endif
+endif
+
+KDIR := /lib/modules/$(KERNEL_VERSION)/build
+BUILD_DIR := $(PWD)/build
+
+all: | $(BUILD_DIR)
+	@echo "Building for kernel version: $(KERNEL_VERSION)"
+	$(MAKE) -C $(KDIR) M=$(BUILD_DIR) src=$(PWD) modules
+
+$(BUILD_DIR):
+	mkdir -p $(BUILD_DIR)
+
+clean:
+	$(MAKE) -C $(KDIR) M=$(BUILD_DIR) src=$(PWD) clean
+	rm -rf $(BUILD_DIR)
+
+.PHONY: all clean
\ No newline at end of file
diff --git a/module/README.md b/module/README.md
new file mode 100644
index 0000000..1adba79
--- /dev/null
+++ b/module/README.md
@@ -0,0 +1,78 @@
+# Memory Collector Kernel Module
+
+This kernel module provides low-level memory subsystem monitoring capabilities for the Memory Collector project.
+
+## Building the Module
+
+### Prerequisites
+
+- Linux kernel headers for your running kernel
+- Build tools (gcc, make)
+
+On Ubuntu/Debian:
+```bash
+sudo apt-get install linux-headers-$(uname -r) build-essential
+```
+
+On RHEL/Fedora:
+```bash
+sudo dnf install kernel-devel kernel-headers gcc make
+```
+
+### Manual Build
+
+To build the module directly:
+
+```bash
+make
+```
+
+This will create `memory_collector.ko` which can be loaded with:
+
+```bash
+sudo insmod memory_collector.ko
+```
+
+To unload:
+```bash
+sudo rmmod memory_collector
+```
+
+### DKMS Installation
+
+For automatic rebuilding when the kernel updates:
+
+1. Install DKMS:
+```bash
+# Ubuntu/Debian
+sudo apt-get install dkms
+
+# RHEL/Fedora
+sudo dnf install dkms
+```
+
+2. Install the module through DKMS:
+```bash
+sudo dkms add .
+sudo dkms install memory-collector/1.0
+```
+
+The module will now automatically rebuild when your kernel is updated.
+
+To uninstall:
+```bash
+sudo dkms remove memory-collector/1.0 --all
+```
+
+## Verification
+
+After loading the module, verify it's running:
+
+```bash
+lsmod | grep memory_collector
+```
+
+Check kernel logs for module status:
+```bash
+dmesg | tail
+``` 
\ No newline at end of file
diff --git a/module/dkms.conf b/module/dkms.conf
new file mode 100644
index 0000000..1e4d68f
--- /dev/null
+++ b/module/dkms.conf
@@ -0,0 +1,7 @@
+PACKAGE_NAME="memory-collector"
+PACKAGE_VERSION="1.0"
+BUILT_MODULE_NAME[0]="memory_collector"
+DEST_MODULE_LOCATION[0]="/kernel/drivers/misc"
+AUTOINSTALL="yes"
+MAKE[0]="make"
+CLEAN="make clean" 
\ No newline at end of file
diff --git a/module/memory_collector.c b/module/memory_collector.c
new file mode 100644
index 0000000..4d0fb02
--- /dev/null
+++ b/module/memory_collector.c
@@ -0,0 +1,22 @@
+#include <linux/init.h>
+#include <linux/module.h>
+#include <linux/kernel.h>
+
+MODULE_LICENSE("GPL");
+MODULE_AUTHOR("Memory Collector Project");
+MODULE_DESCRIPTION("Memory subsystem monitoring for Kubernetes");
+MODULE_VERSION("1.0");
+
+static int __init memory_collector_init(void)
+{
+    printk(KERN_INFO "Memory Collector: module loaded\n");
+    return 0;
+}
+
+static void __exit memory_collector_exit(void)
+{
+    printk(KERN_INFO "Memory Collector: module unloaded\n");
+}
+
+module_init(memory_collector_init);
+module_exit(memory_collector_exit); 
\ No newline at end of file