diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index cdaf5bb..6daa48c 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -44,3 +44,32 @@ jobs:
     - name: Deploy Hugging Face Codespace
       run: |
         ./scripts/deploy_huggingface.sh
+
+    - name: Upload deployment logs
+      uses: actions/upload-artifact@v2
+      with:
+        name: deployment-logs
+        path: logs/deployment.log
+
+    - name: Notify on CI/CD pipeline failure
+      if: failure()
+      run: |
+        echo "CI/CD pipeline failed. Notifying the team..."
+        # Add your notification logic here (e.g., send an email, post to Slack)
+
+    - name: Run tests and capture test results
+      run: |
+        ./scripts/test_deployment.sh
+
+    - name: Notify on test failures
+      if: failure()
+      run: |
+        echo "Tests failed. Notifying the team..."
+        # Add your notification logic here (e.g., send an email, post to Slack)
+
+    - name: Integrate logging tools
+      run: |
+        sudo apt-get install auditd
+        sudo apt-get install sysmon
+        sudo apt-get install elk
+        # Add additional logging setup here
diff --git a/README.md b/README.md
index eee99c8..1a8ccdc 100644
--- a/README.md
+++ b/README.md
@@ -46,6 +46,9 @@
 ### 9. [Running the Python-based GUI](#running-python-gui)
 ### 10. [Deploying the GUI on Hugging Face Code Spaces](#deploying-huggingface)
 ### 11. [Automated Hugging Face Codespace Deployment](#automated-huggingface-deployment)
+### 12. [Setting Up GitHub Actions Workflows for Logging and CI/CD Pipeline Issues](#github-actions-setup)
+### 13. [Secure API Key Management](#secure-api-key-management)
+### 14. [Enhancing the User Onboarding Process](#user-onboarding)
 
 ### __ __
 
@@ -656,6 +659,68 @@ The `deploy_huggingface.sh` script will source the environment variables from th
 ### __ __
 
 
+**Setting Up GitHub Actions Workflows for Logging and CI/CD Pipeline Issues**
+
+# Capturing and Storing Logs as Artifacts
+
+To capture and store logs as artifacts in your GitHub Actions workflows, follow these steps:
+
+1. Open the `.github/workflows/deploy.yml` file.
+2. Add the following steps to capture and store logs as artifacts:
+
+   ```yaml
+   - name: Upload deployment logs
+     uses: actions/upload-artifact@v2
+     with:
+       name: deployment-logs
+       path: logs/deployment.log
+   ```
+
+3. Save the `.github/workflows/deploy.yml` file.
+
+# Notifying on CI/CD Pipeline Failures
+
+To notify on CI/CD pipeline failures in your GitHub Actions workflows, follow these steps:
+
+1. Open the `.github/workflows/deploy.yml` file.
+2. Add the following steps to notify on CI/CD pipeline failures:
+
+   ```yaml
+   - name: Notify on CI/CD pipeline failure
+     if: failure()
+     run: |
+       echo "CI/CD pipeline failed. Notifying the team..."
+       # Add your notification logic here (e.g., send an email, post to Slack)
+   ```
+
+3. Save the `.github/workflows/deploy.yml` file.
+
+### __ __
+
+
+**Secure API Key Management**
+
+To ensure secure API key management, follow these best practices:
+
+1. Use environment variables or secret management tools to store sensitive data securely.
+2. Ensure the `.env` file is included in the `.gitignore` file to prevent it from being committed to the repository.
+3. Regularly rotate API keys and other sensitive information stored in the `.env` file.
+4. Implement access controls to restrict who can view and modify the `.env` file.
+
+### __ __
+
+
+**Enhancing the User Onboarding Process**
+
+To enhance the user onboarding process, follow these steps:
+
+1. Add a user onboarding process in the `app.py` file, including welcome messages and step-by-step guides.
+2. Implement in-app tutorials and guides to help users understand the features and functionalities of the application.
+3. Add tooltips and help sections to various widgets in the GUI to provide additional information and guidance.
+
+### __ __
+
+
 **NOTES**
 
 ### This white paper has provided comprehensive information on zero-click exploits for various operating systems, including Android, iOS, Windows, Debian-based Linux distros, and macOS. The exploits are designed to demonstrate how an attacker can execute arbitrary code without user interaction or triggering a specific action on the target system. The exploit codes, explanations of how they work, and examples of custom exploits have been provided for each OS.
diff --git a/src/session_management.py b/src/session_management.py
index 2d34aa4..0b148b2 100644
--- a/src/session_management.py
+++ b/src/session_management.py
@@ -50,6 +50,21 @@ def run(self):
     def setup_logging(self):
         logging.basicConfig(filename='logs/session_management.log', level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
 
+    def log_user_activity(self, user_id, activity):
+        with self.lock:
+            logging.info(f"User {user_id} activity: {activity}")
+
+    def implement_session_timeout(self):
+        while True:
+            with self.lock:
+                current_time = time.time()
+                timeout = self.config.get('session_timeout', 300)
+                for user_id, start_time in list(self.sessions.items()):
+                    if current_time - start_time > timeout:
+                        self.end_session(user_id)
+                        logging.info(f"Session for user {user_id} has timed out.")
+            time.sleep(60)
+
 if __name__ == "__main__":
     session_manager = SessionManager()
     session_manager.run()