Seedfast
Mockaroo
Tonic AI
SeedAI
Microsoft SQL
Oracle NetSuite
CloudFlare
Snaplet
Bytebase
Flyway
Sqitch
Liquibase
ScrapeHunt
Atlas CLI
gitSQL
Git
Every team with a real Postgres schema eventually hits the same wall: you need a populated database to develop, test, and demo โ but you can't use production data. Either it's regulated (PII, PCI, HIPAA), or the company doesn't exist yet, or your distributed team isn't cleared to touch it.
The existing options are all bad:
test@test.comSeedfast: realistic, relational data generated from your schema alone, no production access required.
Point Seedfast at your live Postgres, give it a natural-language scope (for example, "fintech app with 100 accounts, transactions, and varied balances"), and it fills your database in one CLI command. Foreign keys resolve automatically. Values are domain-appropriate โ names look like names, transactions look like transactions, dates make sense. The same tool works for 10 rows in a unit test and hundreds of thousands in a load test.
Because nothing ever connects to production, there's no PII pipeline to maintain, no security review to clear, no compliance risk to mitigate. The compliance problem doesn't exist instead of being solved.
Teams that can't use production data:
Also a strong fit for any team with 20+ tables and a seed file that's quietly become tech debt nobody wants to own.
Postgres-first CLI, runs anywhere you can run a binary.
seedfast seed !
Seedfast BytebaseSeedfast's answer
Seedfast is schema-driven by design. Point it at your Postgres database and it generates realistic, relational data โ written directly into your live tables, with triggers firing correctly, constraints staying valid, and foreign keys resolved across the entire database. Complex schema features (views, JSON fields, enums, deep multi-level relations) are handled natively. One CLI command. No production access required, no seed scripts to maintain, no PII risk.
Seedfast's answer
Simplicity. One CLI command, no config files, no dashboards, nothing to maintain. Connect your database, describe what you need in plain English, and the data lands in your tables โ usually under two minutes from install to a seeded database. Same command whether you need 10 rows for a unit test or 500,000 for a load testing.
Seedfast's answer
Developers in compliance-regulated environments who can't use production data, and anyone tired of writing and maintaining seed scripts. The common thread: they want realistic, relational data without the setup tax.
Seedfast's answer
We were tired of maintaining seed scripts. Every migration broke them, the data looked fake, and we were burning hours every week on something that should've been a non-problem.
Based on our record, Bytebase seems to be a lot more popular than Seedfast. While we know about 42 links to Bytebase, we've tracked only 2 mentions of Seedfast. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
TL;DR. To seed a Prisma Postgres database, run npx prisma db seed against the direct connection string (db.prisma.io, not pooled.db.prisma.io). Configure seed: "tsx prisma/seed.ts" in prisma.config.ts and point directUrl at the direct URL in schema.prisma. In Prisma ORM v7, migrate dev no longer triggers the seed โ invoke prisma db seed explicitly. For schemas past ~15 related tables, Seedfast reads the live... - Source: dev.to / 25 days ago
The compose file above hands every machine on your team the same clean Postgres, and Seedfast fills it with referentially valid rows generated from the live schema, no production data anywhere in the run. Start on the free plan without a card, and the whole loop, up --wait included, fits inside a few minutes. - Source: dev.to / 25 days ago
Bytebase is an open-source database DevOps tool, it's the GitLab/GitHub for managing databases throughout the application development lifecycle. It offers a web-based collaboration workspace for DBAs, Developers and platform engineers. It consolidates disparate DB tools Such as DBeaver, Liquibase, Flyway into a single place. - Source: dev.to / over 2 years ago
If you like this tutorial, you might also be interested in our product Bytebase, an open-source, web-based schema change management tool, that helps you manage ClickHouse database, supporting SQL review, version control, backup and restore etc... - Source: dev.to / almost 3 years ago
Bytebase could be a fit. It provides a GitLab like experience for teams to coordinate database changes. Source: about 3 years ago
You may check a more modern tool bytebase.com. GUI-based, GitOps native, plus an embedded SQL query tool ... Source: about 3 years ago
For database structure, you may try bytebase.com, whose GitOps workflow could work for you even for the free version. It also has a GUI to trace and approve changes, a query editor and etc. Source: about 3 years ago
Mockaroo - A realistic data generator to test your app
Flyway - Flyway is a database migration tool.
Tonic AI - The fake data company
Sqitch - Sqitch is a standalone database change management application without opinions about your database engine, development environment, or application framework.
SeedAI - Realistic test data for your Supabase database.
Liquibase - Database schema change management and release automation solution.