Public Beta 8/1/2026
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Migration · From Firebase

Graduate to open standards

Firebase is a great start and a famous ceiling. Trade Firestore's query limits and per-read billing for real SQL, S3, and JWTs — infrastructure that doesn't care which cloud you like next year.

Real SQL
Joins, transactions, and constraints in standard Postgres — not client-shaped NoSQL queries.
No Per-Read Billing
Firebase bills per document read. Impulse is flat monthly — refactor your data model, not your budget.
Standards Everywhere
S3 APIs, standard JWTs, WebSockets. Skills and code that transfer anywhere.

What maps to what

A modeling exercise, not a mystery.

What you have
What it becomes
Firestore / RTDBDocument store
ImpulseDB PostgresRelational modeling — we'll help you plan the schema
Firebase AuthGoogle-managed
ImpulseAuthEmail, OAuth, MFA; standard JWTs via JWKS
Cloud StorageGCS buckets
ImpulseDriveS3-compatible; sync with rclone
Realtime listenersSDK snapshots
ImpulseRealtimeWebSocket channels and presence
Cloud FunctionsFaaS
Cloud VPS or hostingLong-running processes with root access
FCM / email ext.Extensions
ImpulseMail + MessagingTransactional email and durable queues

The move, honestly

Firestore-to-SQL is the real work — we say so out loud.

01
Model the schema
Map collections to tables. This is the thinking step, and the one our team is happiest to help with.
02
Move data & users
Export Firestore, import to Postgres. Firebase Auth exports map onto ImpulseAuth users.
03
Swap the SDKs
Replace Firebase calls with Postgres queries, S3 uploads, and WebSocket subscriptions — standard libraries in every language.

Bring your Firebase project over

Standard protocols make it a data move, not a rewrite — and during the beta our team helps you plan it. Open a ticket or talk to us first.

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