This article explains how to connect to Florida Tech's AI Panther HPC cluster using Visual Studio Code's Remote-SSH extension.
Prerequisites
Before connecting, make sure you have the following set up:
DUO Two-Factor Authentication – Required for all remote access to Florida Tech systems. Follow the instructions to enroll: DUO Setup Instructions
FortiClient VPN – Required if you are not on campus Wi-Fi. Download and configure FortiClient VPN before proceeding: VPN Setup Instructions
Visual Studio Code – Download and install from https://code.visualstudio.com
Connection Steps
Step 1: Start FortiClient VPN (if off campus)
If you are not connected to Florida Tech's campus Wi-Fi, open FortiClient VPN and connect before continuing. If you are on campus Wi-Fi, you can skip this step.
Step 2: Install the Remote-SSH Extension
- Open Visual Studio Code.
- Click the Extensions icon in the left sidebar (or press Ctrl+Shift+X).
- Search for "Remote - SSH" and install the extension by Microsoft.

Step 3: Open the Remote Explorer
After installing the extension, a new Remote Explorer icon will appear in the left sidebar. Click it, then make sure the dropdown at the top is set to Remotes (Tunnels/SSH).

Step 4: Add a New SSH Connection
- In the Remote Explorer panel, expand SSH and click the + (plus) button to add a new remote.
- When prompted to enter an SSH connection command, type:
ssh yourtracksusername@ai-panther.fit.edu
Replace yourtracksusername with your Florida Tech TRACKS username.

Step 5: Select the SSH Configuration File
When prompted to select an SSH configuration file, choose the default option (typically C:\Users\yourusername\.ssh\config on Windows or ~/.ssh/config on macOS/Linux).

Step 6: Connect to AI Panther
- The ai-panther.fit.edu host should now appear under SSH in the Remote Explorer.
- Expand it and click the Connect in Current Window or Connect in New Window icon next to your username entry.
- If prompted for the host operating system, select Linux.
- Enter your TRACKS password when prompted.
Note: On your first connection, you may see a message stating that the authenticity of host 'ai-panther.fit.edu' can't be established. This is normal – type yes and press Enter to continue.
Step 7: Open Your Home Directory
Once connected, open your home folder on the cluster:
- Go to File → Open Folder.
- Enter the path to your home directory:
/home1/yourtracksusername
- Click OK. You now have full file explorer access to your files on AI Panther.
Troubleshooting
Connection timed out – Make sure FortiClient VPN is connected if you are off campus.
Permission denied – Double-check your TRACKS username and password. Ensure DUO authentication is set up correctly.
Host key verification failed – If the server's host key has changed, you may need to remove the old entry from your known_hosts file. On Windows: C:\Users\yourusername\.ssh\known_hosts. On macOS/Linux: ~/.ssh/known_hosts.
Cannot open folder – Verify the path is /home1/yourtracksusername (note: home1, not home).
Additional Resources