Researcher documentation
Set up your workspace, run your first job and find answers when something goes wrong.
Guides
9 practical guidesYour first experiment
Connect your client, submit a real Slurm run and keep its results.
5 min readConnect your research client
One remote connection. Your Matilda identity. Your research tools.
4 min readTraining runs & jobs
Validate resources, launch durable runs, follow training and resume checkpoints.
8 min readFiles, data & artifacts
Stage source and datasets, update files safely and download your results.
6 min readResources & fair access
Choose a sensible request and understand your compute and storage limits.
4 min readInteractive allocations
Reserve an allocation through MCP and connect your desktop when you need an interactive editor.
4 min readConnect SSH and VS Code
Connect with OpenSSH and upstream wstunnel on macOS, Windows or Linux. Download configuration and keep your key on your desktop.
10 min readResearch HTTP API
The same owned research operations for your scripts and automation.
7 min readFind a way forward
Practical fixes for sign-in, client permissions, queued work, failed runs and file transfers.
6 min readStuck on something?
Start with the symptom. Leave with a next step.
Screenshots come from real Playwright journeys, including Slurm execution and allocation terminals.