ARTIFACTS
Everything the AI Produces, Saved
SQL models, configs, tests, monitors, change plans, and bundles — every artifact the assistant creates, preserved, previewed, and reusable.
SQL Models
Production-ready SQL the assistant generates — saved to your artifacts library, versioned, and ready to ship.
YAML Configs
dbt configs, source configs, and monitor definitions captured as reusable artifacts.
dbt Tests
AI-generated tests saved alongside the models they cover. Review, edit, and promote to your repo.
Monitoring Rules
Custom monitor logic saved as artifacts you can reuse across assets.
Change Plans
Every plan is an artifact — with validation status, rollback strategy, and lineage evidence attached.
Watch Previews
Bundle monitor watches as previewable artifacts before you deploy them.
Bundles
One-click packaging of related SQL artifacts — deploy a whole change as a single unit.
Interactive Preview
Review every artifact in-app before it writes to production — diffs, syntax highlighting, and context included.
Confirmation Before Write
Every artifact that touches production is gated by explicit approval. Agentic, but never silent.
Reusable Across Sessions
Artifacts persist. The assistant references them in future conversations so your work compounds.
Stop Losing Institutional Knowledge
See how artifacts turn every incident into reusable context for your team.