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Granularity of Control

Every change is a draft until you say otherwise.

Data flows and surface deployments are versioned like a document, not like a production database. You can experiment, undo, and review before anything becomes permanent.

The model

Five concepts: drafts, commits, undo/redo, proposals, and forks.

Drafts

Working state before anything is finalized — edit freely without affecting what's live.

Commit

An explicit, versioned save point. Nothing becomes durable until you commit it.

Undo / redo

Step backward and forward through your recent history, the way a document editor works.

Proposals

Structured change requests — including ones drafted by Azi — that a person reviews before they land.

Fork

Branch a workspace or configuration to experiment safely, then merge back or discard.

What it looks like

A readable history of every change.

Change history
Add MQTT connection
Draft
Update warm query
Under review
Add reception gate
Committed