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Run code
Section titled “Run code”| Task | Guide |
|---|---|
| Run a command to completion | Jobs |
| Work in SSH, VS Code, or Jupyter | Workspaces |
| Run code in an isolated container | Sandboxes |
| Call Python remotely or in parallel | Functions |
| Chain jobs together | Pipelines |
| Try multiple parameter combinations | Sweeps |
| Choose resources and check availability | Compute selection |
Models and agents
Section titled “Models and agents”| Task | Guide |
|---|---|
| Call a hosted model | Inference |
| Run agents with tools and saved progress | Agents |
| Fine-tune or train a model | Training (Beta) |
| Train across machines | Multi-node training (Beta) |
| Define training and evaluation tasks | Environments |
Files and state
Section titled “Files and state”| Task | Guide |
|---|---|
| Package code and dependencies | Images |
| Keep files between runs | Volumes |
| Pass credentials to your code | Secrets |
| Download results | Outputs |
| Save and load progress after an interruption | Checkpoints |
| Connect external data and services | Connections |
Tools and integrations
Section titled “Tools and integrations”- Python SDK: write and manage runs from Python.
- MCP: connect your coding agent to Nodus.
- Console and Ask Nodus: manage work in the browser.
- Logs and metrics: follow progress and diagnose a run.
- Webhooks and notifications: react to changes.
Account, costs, and your own compute
Section titled “Account, costs, and your own compute”- Account setup, projects, and members and roles: organize your team.
- API keys: give applications access.
- Billing, usage and costs, and budgets: fund work and control spending.
- Pools and cloud accounts: use your own compute.
Coming from another tool?
Section titled “Coming from another tool?”Start with Nodus for Modal users, for kubectl users, or migrating from Nodus 0.x.