diff --git a/docs/DEV_DEVCONTAINER.md b/docs/DEV_DEVCONTAINER.md
index 9431ffa3..747fbce4 100755
--- a/docs/DEV_DEVCONTAINER.md
+++ b/docs/DEV_DEVCONTAINER.md
@@ -1,8 +1,8 @@
-### Devcontainer for NetAlertX Guide
+# Devcontainer for NetAlertX Guide
 
 This devcontainer is designed to mirror the production container environment as closely as possible, while providing a rich set of tools for development.
 
-#### How to Get Started
+## How to Get Started
 
 1.  **Prerequisites:**
     * A working **Docker installation** that can be managed by your user. This can be [Docker Desktop](https://www.docker.com/products/docker-desktop/) or Docker Engine installed via other methods (like the official [get-docker script](https://get.docker.com)).
@@ -15,16 +15,18 @@ This devcontainer is designed to mirror the production container environment as
     * A notification will pop up in the bottom-right corner asking to **"Reopen in Container"**. Click it.
     * VS Code will now build the Docker image and connect your editor to the container. Your terminal, debugger, and all tools will now be running inside this isolated environment.
 
-#### Key Workflows & Features
+## Key Workflows & Features
 
 Once you're inside the container, everything is set up for you.
 
-**1. Services (Frontend & Backend)**
+### 1. Services (Frontend & Backend)
+
 ![Services](./img/DEV/devcontainer_1.png)
 
 The container's startup script (`.devcontainer/scripts/setup.sh`) automatically starts the Nginx/PHP frontend and the Python backend. You can restart them at any time using the built-in tasks.
 
-**2. Integrated Debugging (Just Press F5!)**
+### 2. Integrated Debugging (Just Press F5!)
+
 ![Debugging](./img/DEV/devcontainer_2.png)
 
 Debugging for both the Python backend and PHP frontend is pre-configured and ready to go.
@@ -32,7 +34,8 @@ Debugging for both the Python backend and PHP frontend is pre-configured and rea
 * **Python Backend (debugpy):** The backend automatically starts with a debugger attached on port `5678`. Simply open a Python file (e.g., `server/__main__.py`), set a breakpoint, and press **F5** (or select "Python Backend Debug: Attach") to connect the debugger.
 * **PHP Frontend (Xdebug):** Xdebug listens on port `9003`. In VS Code, start listening for Xdebug connections and use a browser extension (like "Xdebug helper") to start a debugging session for the web UI.
 
-**3. Common Tasks (F1 -> Run Task)**
+### 3. Common Tasks (F1 -> Run Task)
+
 ![Common tasks](./img/DEV/devcontainer_3.png)
 
 We've created several VS Code Tasks to simplify common operations. Access them by pressing `F1` and typing "Tasks: Run Task".
@@ -41,12 +44,13 @@ We've created several VS Code Tasks to simplify common operations. Access them b
 * `Re-Run Startup Script`: Manually re-runs the `.devcontainer/scripts/setup.sh` script to re-link files and restart services.
 * `Start Backend (Python)` / `Start Frontend (nginx and PHP-FPM)`: Manually restart the services if needed.
 
-**4. Running Tests**
+### 4. Running Tests
+
 ![Running tests](./img/DEV/devcontainer_4.png)
 
 The environment includes `pytest`. You can run tests directly from the VS Code Test Explorer UI or by running `pytest -q` in the integrated terminal. The necessary `PYTHONPATH` is already configured so that tests can correctly import the server modules.
 
-### How to Maintain This Devcontainer
+## How to Maintain This Devcontainer
 
 The setup is designed to be easy to manage. Here are the core principles: