Use Cases

Ai-assisted Ssh Session Troubleshooting

1 project

Bind Assistants To Local Linux Or Remote Ssh Workspaces

1 project

Block Writes To Ssh Keys, Cron, Launch Agents, And Tls/auth Config

1 project

Connect To Remote Machines Over Ssh

1 project

Control Coding Sessions Remotely Via Ssh Or Telegram

1 project

Develop On Remote Ssh/wsl Workspaces With An Agent

1 project

Discover And Connect Ssh/tailscale Remote Hosts From A Host Overlay

1 project

Execute Agents On Remote Machines Over Ssh With Port Forwarding

1 project

Execute Experiments On Ssh Hosts, Slurm, Kubernetes, Ray, Modal, Or HF Jobs

1 project

Execute Threads On Remote Ssh Hosts From A Local UI

1 project

Give Agents Persistent Static Environments With Terminal, Ssh, Port Forwards

1 project

Give An Agent Read/write Access To One Project Directory And Hide Ssh Keys And C

1 project

Keep Debugging History Across Ssh Sessions And Multiple Machines

1 project

Let An AI Agent Inspect A Server Over Mcp Without Giving It An Ssh Shell

1 project

Manage And Interact With Long-running Processes (ssh, Dev Servers)

1 project

Offline/air-gapped Coding Agent Over Ssh

1 project

Provide AI Agents Safe, Structured Access To Networking Gear Over Ssh

1 project

Query Indexes Across Multiple Machines Over Ssh

1 project

Run Sql Over Ssh Tunnels And Proxies With Audit Logging

1 project

Sandboxed Python/shell Code Execution (local/docker/k8s/e2b/ssh)

1 project

Submit Long-running Jobs On Local, Wsl, Ssh And Gpu Hosts With Live Logs

1 project

Syncing Memory Between Machines Over Ssh

1 project

Use A Remote Ssh Server As Execution Backend For Mobile Development

1 project

Wire Cursor/claude Code To A Remote Sandbox Over Mcp+ssh

1 project