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Air Container lets you deploy and operate your own container images on AirCloud. It’s a great fit when you need direct control over runtime, dependencies, ports, environment variables, resources, and autoscaling.

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Standard flow

  1. Select a project
  2. Start creating a container
  3. Configure Container Image
  4. Configure Resources
  5. Configure Advanced settings
  6. Review and deploy
  7. Start the container
  8. Monitor usage and logs

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When it’s a good fit

  • You want to deploy your own model server or application image
  • You need to choose GPU specs and replica counts directly
  • You want to operate Autoscaling and Scheduled Scaling together
  • You need deeper operational control than an API-first approach

Deploy a Container

Step-by-step container deployment flow.

Autoscaling and Scheduling

Autoscaling and scheduled scaling best practices.

Monitoring and Troubleshooting

What to check in Usage, Logs, Settings, and scheduling.