Live sandbox

Run it on a real stack

Vibedata is a coding agent specialized for data engineering. This is a hosted environment seeded on the DuckDB Adaptor — no install, no tenant setup. Author a pipeline, watch it fail a gate, ship it when it passes.

Requests are open now. Provisioning starts 10 August 2026, and requests made before then are worked from that date.

Access comes with a starting path written for you — the scenario to run, the gate to break, and what matters on the platform you use. From 10 August, both arrive within 24 business hours of your request.

REQUEST ACCESS
Vibedata Studio mid-build: an Intent's design phase, showing skill invocations, source profiling, and a human approval gate
What you can do in it

Three things, on a seeded stack

Author. Hand the Build agent an intent and watch it generate a dlt pipeline and a dbt model — ingestion and transformation together.

Break it. Push a change that should not ship, and watch the gate stop it. The verification is structural: it runs against real data.

Operate. Open an issue from a detected problem and take it through the Fix agent's explain, investigate, remediate loop.

What it is

The sandbox is seeded, shared, and read-mostly. It runs our seed on the DuckDB Adaptor, so keep production and sensitive data out of it. To evaluate against your own stack, come to a workshop or talk to us.

Access does not expire.

Request access — six fields. Your answers are what we write the guidance from.
While you wait

Talk to the people who built it

The monthly community call is open, and the L1 workshop covers the harness end to end. If you run Fabric, the L2 Adaptor workshop goes deeper.

Register for the next community call Explore the product