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The Guides each cover one capability, complete with code. These recipes cover jobs that span several of them, where the value is the order you do things in and the decision at each seam, not the mechanics of any single step. If a job maps to exactly one capability, it lives in Guides, not here.

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Pipelines

Build a reviewed list

Declared schema, live events, human review, and correction in place.

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Production wiring

Run Autumn from a background worker

Queue-driven tasks that survive worker restarts and land rows in your store.

Stream a task into your UI

Live agent progress for your users, with the key kept server-side.

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Agents

Let an agent drive Autumn

A coding agent that writes the spec, starts the task, and manages the loop.

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Single-capability jobs

Attach and enrich a CSV

Upload rows you have and fill in the missing columns.

Build a typed list

Declare columns and get them back validated.