More

Everything around the studio rather than inside it: how to reach it over the network, how to lock it down, what you can configure, how to build and deploy it, and what to check when it misbehaves.

Setup and access

• Ports and remote access
  • Ports
  • Bridging to a remote server
    • Why two ports
    • Step 1 — pin the ports on the server
    • Step 2 — bridge from your machine
    • Step 3 — open the studio
    • What to bridge — summary
    • Sharing one agent server explicitly
    • Troubleshooting a bridged session
  • Tunnel (remote backend)
• Secure mode (HTTPS + mTLS)
  • Certificate files (all in $WEIGHTSLAB_CERTS_DIR)
• Configuration reference
  • Backend environment variables (set before starting wl.serve())
  • UI server environment variables (set before weightslab start)
  • Frontend runtime feature toggles
• Deployment and building
  • Bundled examples
  • Cloud deployment
    • Example systemd unit
  • Building the frontend from source

Operating it

The interactive CLI console now has its own section: see Weights Studio CLI.

• Troubleshooting