Enables Braintrust tracing for AI Assistant chats to support debugging and future online evals. **Code Changes** - Wraps `generateAssistantResponse` in a Braintrust `traced()` span, logging the user's latest message as input along with metadata (`chatId`, `chatName`, `projectRef`, `userId`, `orgId`, `planId`, etc.) - Threads JWT claims from `apiWrapper` → handler to log `userId` in Braintrust without an extra API call (+ expanded `apiWrapper` tests) - Threads `orgId` and `planId` from `getOrgAIDetails` to log in Braintrust **Infrastructure Changes** - Created a "Vercel" service account in Braintrust - Added `BRAINTRUST_API_KEY` and `BRAINTRUST_PROJECT_ID` env vars to the studio-staging project in Vercel using a service token for the above service account - Added an "Overview" view to the Logs tab in the Braintrust Assistant project to surface the new metadata **Precautions** - HIPAA sensitive projects are excluded from logging (see https://github.com/supabase/supabase/pull/42787 for the detection logic) - Production is temporarily excluded from logging until we're confident in the setup **Testing steps** - Chat with the AI Assistant in the [studio-staging preview build](https://github.com/supabase/supabase/pull/42963#issuecomment-3917178023) below - Visit the [Logs tab in the Braintrust Assistant project](https://www.braintrust.dev/app/supabase.io/p/Assistant/logs) and inspect the trace <img width="4680" height="962" alt="CleanShot 2026-02-18 at 17 43 55@2x" src="https://github.com/user-attachments/assets/c3a11b21-4e7f-4e90-bdab-a25ab8ee0d1f" /> <img width="2632" height="1288" alt="CleanShot 2026-02-18 at 17 45 04@2x" src="https://github.com/user-attachments/assets/6c7b6ebc-5090-4ede-8f71-859ff7e386aa" /> **References** - https://www.braintrust.dev/docs/integrations/sdk-integrations/vercel - https://www.braintrust.dev/docs/instrument/custom-tracing Closes AI-438
Supabase Studio
A dashboard for managing your self-hosted Supabase project, and used on our hosted platform. Built with:
What's included
Studio is designed to work with existing deployments - either the local hosted, docker setup, or our CLI. It is not intended for managing the deployment and administration of projects - that's out of scope.
As such, the features exposed on Studio for existing deployments are limited to those which manage your database:
- Table & SQL editors
- Saved queries are unavailable
- Database management
- Policies, roles, extensions, replication
- API documentation
Managing Project Settings
Project settings are managed outside of the Dashboard. If you use docker compose, you should manage the settings in your docker-compose file. If you're deploying Supabase to your own cloud, you should store your secrets and env vars in a vault or secrets manager.
How to contribute?
- Branch from
masterand name your branches with the following structure{type}/{branch_name}- Type:
chore | fix | feature - The branch name is arbitrary — just make sure it summarizes the work.
- Type:
- When you send a PR to
master, it will automatically tag members of the frontend team for review. - Review the contributing checklists to help test your feature before sending a PR.
- The Dashboard is under active development. You should run
git pullfrequently to make sure you're up to date.
Developer Quickstart
Note
Supabase internal use: To develop on Studio locally with the backend services, see the instructions in the internal
infrastructurerepo.
# You'll need to be on Node v20
# in /studio
## For external contributors
pnpm install # install dependencies
pnpm run dev # start dev server
## For internal contributors
## First clone the private supabase/platform repo and follow instructions for setting up mise
mise studio # Run from supabase/platform alongside `mise infra`
## For all
pnpm run test # run tests
pnpm run test -- --watch # run tests in watch mode
Running within a self-hosted environment
Follow the self-hosting guide to get started.
cd ..
cd docker
docker compose -f docker-compose.yml -f ./dev/docker-compose.dev.yml up
Once you've got that set up, update .env in the studio folder with the corresponding values.
POSTGRES_PASSWORD=
SUPABASE_ANON_KEY=
SUPABASE_SERVICE_KEY=
Then run the following commands to install dependencies and start the dashboard.
npm install
npm run dev
If you would like to configure different defaults for "Default Organization" and "Default Project", you will need to update the .env in the studio folder with the corresponding values.
DEFAULT_ORGANIZATION_NAME=
DEFAULT_PROJECT_NAME=