Case & CodeA FIELD GUIDE TO AI
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Intermediate

Deployment

In plain words

Putting a tool into use. This includes deciding who can use it and how it will be kept working.

The fuller definition

Deployment makes a particular version of software available in an environment where it can run and serve users or other systems.

How it fits together
  1. Source

    Reviewed version

  2. Build

    Runnable artifacts

  3. Environment

    Serve the deployed version

A simplified relationship, not a screenshot or a complete design.

A concrete example

A tested website build is published while retaining a known earlier version for recovery.

The distinction that matters

Saving source code is not the same as deploying it, and deployment success does not prove every feature works.

Related terms

Where it is taught

Understand the hardware a local model needs

Source and further reading

Hugging Face · Model inference and quantization

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