Pencil in Practice: Dolceria — Full Circle

Every station firing. Every hand knowing its job. Service only works when the whole line runs as one, and that's exactly what the quarter has been building toward.

In this closing session, Randolph takes Dolceria as the creative territory and chains everything together in one real run: an Agent scopes the brief, a table-driven Workflow generates the full flavour range, a Custom Score gates the output, and an approved asset goes live on a connected ad account.

You'll learn how to:

1. Chain an Agent, a Workflow and a Custom Score into one continuous run
2. Build a Custom Score that gates assets against real brand criteria
3. Push an approved asset live through a connected ad account
4. Diagnose where a chained run breaks and fix it without restarting

Yes, chef.