Nova vs Thumbdesk

Nova is the analytics and orchestration layer for AI products. Track usage, evaluate quality, and iterate on prompts, all in one dashboard.

Thumbdesk is a mobile app that connects a phone to Macs, PCs, Linux machines and SSH servers for terminal sessions, screen sharing, file transfer and live system stats.

About Nova

Nova is the analytics and orchestration layer for AI products. Track usage, evaluate quality, and iterate on prompts, all in one dashboard. Nova gives you the observability layer your AI features deserve. Run controlled experiments across prompt variants and route traffic to the winner automatically. By the end of the day we had dashboards our whole team actually uses. You can redact PII at the SDK level before anything leaves your servers. Overage is billed at $1 per 10k events, and you can set a hard cap if you prefer strict budgets.

About Thumbdesk

Thumbdesk, listed elsewhere as PocketShell, gives developers and administrators phone access to their computers and servers. A small agent is installed on macOS, Windows or Linux with one command, then paired by scanning a QR code, and any SSH server can be added too. Connections are outbound only and terminal traffic is encrypted end to end over WebRTC, so no port forwarding or VPN is needed. Terminal sessions persist on the host, so a dropped signal does not end the shell. The app also offers screen sharing, file transfer, project views with git and live CPU and memory stats. It is free for two machines, while Pro covers ten machines for 39.99 USD a year.