diff --git a/CODE-AUDIT.md b/CODE-AUDIT.md
index a3f07aa1..3515e28a 100644
--- a/CODE-AUDIT.md
+++ b/CODE-AUDIT.md
@@ -1,9 +1,9 @@
-In the case of the < app > LXC, the process involves running multiple scripts for each application or service.<br>
-Initially, the `<app>.sh` script is executed to collect system parameters.<br>
-Next, the `build.func` script adds user settings and integrates all the collected information.<br>
-Then, the `create_lxc.sh` script constructs the LXC container.<br>
-Following that, the `<app>-install.sh` script is executed, which utilizes the functions exported from the `install.func` script for installing the required applications.<br>
-Finally, the process returns to the `<app>.sh` script to display the completion message.<br>
+In the case of the AdGuard Home LXC, the process involves running multiple scripts for each application or service.<br>
+Initially, the [adguard.sh](https://github.com/tteck/Proxmox/blob/main/ct/adguard.sh) script is executed to collect system parameters.<br>
+Next, the [build.func](https://github.com/tteck/Proxmox/blob/main/misc/build.func) script adds user settings and integrates all the collected information.<br>
+Then, the [create_lxc.sh](https://github.com/tteck/Proxmox/blob/main/ct/create_lxc.sh) script constructs the LXC container.<br>
+Following that, the [adguard-install.sh](https://github.com/tteck/Proxmox/blob/main/install/adguard-install.sh) script is executed, which utilizes the functions exported from the [install.func](https://github.com/tteck/Proxmox/blob/main/misc/install.func) script for installing the required applications.<br>
+Finally, the process returns to the [adguard.sh](https://github.com/tteck/Proxmox/blob/main/ct/adguard.sh) script to display the completion message.<br>
 
-Thoroughly evaluating the `<app>-install.sh` script is crucial to gain a better understanding of the application installation process.<br>
-Every application installation utilizes the same set of reusable scripts: `build.func`, `create_lxc.sh`, and `install.func`. These scripts are not specific to any particular application.<br>
+Thoroughly evaluating the [adguard-install.sh](https://github.com/tteck/Proxmox/blob/main/install/adguard-install.sh) script is crucial to gain a better understanding of the application installation process.<br>
+Every application installation utilizes the same set of reusable scripts: [build.func](https://github.com/tteck/Proxmox/blob/main/misc/build.func), [create_lxc.sh](https://github.com/tteck/Proxmox/blob/main/ct/create_lxc.sh), and [install.func](https://github.com/tteck/Proxmox/blob/main/misc/install.func). These scripts are not specific to any particular application.<br>