What ports as-is
- Three-altitude editing of one artifact over the same rows
- A stage marker that gates nothing and hides nothing
- Exporting a live database into guarded, re-runnable SQL
- Empty-clone replay with a row-count comparison as proof
What we build for you
- What the underlying artifact is and what its rows mean
- The stages the content passes through and their names
- The model and prompt behind the conversational altitude



