Understand the system. Then make it yours.

Get the management stack running and follow the path to a first release.

See how request data becomes local decisions in Nginx.

Understand separate client histories, hashing, and warm-up.

Define extractors, windows, and measurements for one endpoint.

Import representative data and train a matching model.

Read scores and choose allow, check, and block behavior.

Load a release into Nginx and switch back safely.

Work through common data, model, and runtime issues.

Know exactly what v1 does and does not observe.

Download the v1 OpenAPI specification.

Adapt examples for Node.js, Python, C#/.NET, and Rust.

Create and upload datasets with or without a client library.

Model named actions and workflows in a separate service.

Inspect proxies, deploy reviewed releases, and verify loaded state.

Review configuration drafts and prepare training.

Run the individual services directly on Linux.