1 min lesson
The right surface: Cursor SDK
Make the call on "When should you reach for Cursor SDK?" Name the clue that decides it.
Step 1 of 3
Done means you can create the first SDK run and explain the credential boundary.

The same agent loop can run in a terminal, script, CI job or SDK-backed internal tool.