The outcome

Produce a versioned model endpoint whose dependencies, resources, inputs, and outputs have been verified.

Step by step

A workflow you can repeat.

  1. 01

    Define the model artifact and license, endpoint schema, hardware, dependencies, secrets, latency target, and evaluation cases.

  2. 02

    Create or review the Truss configuration with pinned packages, explicit resources, bounded request handling, and secret references.

  3. 03

    Push a development deployment, inspect build and load logs, and confirm credentials and private artifacts are not exposed.

  4. 04

    Run representative, adversarial, malformed, concurrent, and large requests while measuring quality, latency, memory, and errors.

  5. 05

    Publish a new immutable deployment only after the evaluation passes, and record its ID, configuration, model hash, and results.

Working standard

What good use looks like.

  • Keep configuration reproducible.
  • Reference secrets instead of embedding them.
  • Test the endpoint contract under load.

Official references

Check the current product documentation.