Tier 2
Build Postgres apps with AI
Orbit generates fullstack apps on Postgres via Supabase — the relational database your spec describes, with RLS, realtime, and the ability to run SQL directly from the panel.
Postgres AI Builder
Postgres is the engine under every Orbit fullstack app. The harness writes your schema as idempotent SQL, scopes it to an app schema, and lets you query live tables in the Orbit Cloud panel.
In plain English
Postgres is the world's most trusted database. Every Orbit fullstack app runs on it — with real tables, real queries, and a panel where you can run SQL directly.
How it works in Orbit
Postgres is the database under Orbit's fullstack builds. When you ask for Postgres, you get real tables, real constraints, and real row-level security — provisioned automatically on Supabase's managed Postgres.
Real Postgres, not a mock
Orbit doesn't fake the backend. Tables are created with actual SQL, constraints and indexes included, and the app connects to a real database you can inspect.
- Real SQL DDL
- Constraints and indexes
- Inspectable live data
Row-level security baked in
Each table ships with baseline RLS policies so anonymous users can't read private rows. Security isn't an afterthought — it's part of the generated schema.
- Baseline RLS policies
- Scoped to app schema
- Per-app isolation
Query with power
Joins, aggregations, JSON, and full-text search are available because it's Postgres. Orbit wires query tools into the Cloud panel for both engineers and product teams.
- Full SQL in the panel
- Joins and aggregations
- JSON and full-text search
Request Postgres
Spec a data-backed feature.
Tables get created
Real DDL with constraints and RLS.
Inspect the data
Browse rows in the Cloud panel.
Query freely
Run SQL against the live database.
The challenge
Try it yourself
Run this one on a competitor first — then on Orbit. Same prompt, and keep score.
Build
Try this one elsewhere first.
Build the same data-heavy app on two builders and run a query against both backends. Compare who gives you real SQL access.
Research
Ask a research tool to go deep on one topic.
Then ask Orbit. Compare how many rounds it runs, how many sources it actually reads — we target 65+ — and whether every claim in the final report has a link attached. Bring a bigger coffee mug.
Chat
Ask a plain chatbot the same question.
One just talks. Orbit's agent actually searches the web, runs code, reads your files, and comes back with something done. Compare how many tabs you opened and how many are still open when you're finished.
Image & video
Generate the same image, then edit it.
Ask two tools for the same hero shot, then ask both to recolor it, fill in the background, and animate it. Compare who hands you a first draft and who keeps refining in the same conversation.
150+
models routed per task
1h
cloud sandbox sessions
25
tool calls per chat turn
8–14
deep research rounds
What you can do with Postgres AI Builder on Orbit
Schema from your spec
Tables, indexes, and relations generated as idempotent SQL.
Baseline RLS
Row-level security policies created with every table.
Live data panel
Browse tables, run SQL, and manage migrations from Orbit Cloud.
Compare sibling stacks
Supabase AI Builder
Orbit generates fullstack apps with Supabase built in: schema, row-level security, auth, storage, and edge functions provisioned automatically, with the client configured via VITE_SUPABASE_URL and VITE_SUPABASE_SCHEMA.
Firebase AI Builder
Orbit maps Firebase-style realtime backends to Supabase — auth, realtime data, storage, and serverless functions with an equivalent developer experience and RLS-based security.
Appwrite AI Builder
Orbit generates apps with Appwrite-style backend features — auth, databases, storage, functions — on its provisioned Supabase backend, pre-secured with row-level security.
PocketBase AI Builder
Orbit generates apps with PocketBase-style simplicity — instant backend, auth, and file uploads — on Supabase, with RLS and a managed cloud panel instead of self-hosting.
Prisma AI Builder
Orbit turns Prisma-style schema requests into Supabase SQL — the data layer of your app generated as idempotent migrations with RLS policies, instead of an ORM you maintain.
MongoDB AI Builder
Orbit maps MongoDB-style document requests to Postgres — flexible JSONB columns give document-like flexibility with relational integrity and RLS on top.
Explore more
Supabase AI Builder
Orbit generates fullstack apps with Supabase built in: schema, row-level security, auth, storage, and edge functions provisioned automatically, with the client configured via VITE_SUPABASE_URL and VITE_SUPABASE_SCHEMA.
Firebase AI Builder
Orbit maps Firebase-style realtime backends to Supabase — auth, realtime data, storage, and serverless functions with an equivalent developer experience and RLS-based security.
Appwrite AI Builder
Orbit generates apps with Appwrite-style backend features — auth, databases, storage, functions — on its provisioned Supabase backend, pre-secured with row-level security.
PocketBase AI Builder
Orbit generates apps with PocketBase-style simplicity — instant backend, auth, and file uploads — on Supabase, with RLS and a managed cloud panel instead of self-hosting.
Prisma AI Builder
Orbit turns Prisma-style schema requests into Supabase SQL — the data layer of your app generated as idempotent migrations with RLS policies, instead of an ORM you maintain.
MongoDB AI Builder
Orbit maps MongoDB-style document requests to Postgres — flexible JSONB columns give document-like flexibility with relational integrity and RLS on top.
Frequently asked questions
What Postgres features does Orbit provision?
App-scoped schemas, tables with baseline RLS, PostgREST registration, realtime subscriptions, storage, and edge functions — all on a shared Supabase Postgres pool.
Is the database shared or dedicated?
Apps share a managed Postgres pool but get isolated schemas with per-app RLS. For high-traffic products, a dedicated project is available.
Is the database shared across apps or dedicated?
Each Orbit app gets its own Postgres schema with row-level security, so your data is isolated per workspace. You manage tables, rows, and queries from the Cloud panel without touching shared infrastructure.