Blog
Seed Database
How to seed a PostgreSQL database step-by-step: SQL files, Prisma, Drizzle, Docker, and CI/CD. Plus generators that survive every migration.
Apr 7, 2026Read article →Generate Test Data with AI
Generate test data with AI that respects your schema and foreign keys. A practical playbook for Claude Code, Cursor, and MCP on Postgres.
Apr 6, 2026Read article →Database Seeding
Database seeding compared: SQL files, ORM seeders, factories, and schema-aware generators. Code examples, failure modes, and what to use when.
Apr 4, 2026Read article →Test Data Generation
Test data generation methods compared: SQL files, ORM factories, fakers, masking, and schema-aware AI generators. FK handling and migration safety.
Apr 3, 2026Read article →Microservice Seeding
Seeding microservices is a dependency nightmare. Phased ordering, UUID coordination, and event-sourcing pitfalls — solved.
Mar 28, 2026Read article →E2E Test Fixtures
Stop hand-writing E2E test fixtures. Generate the exact database state Playwright and Cypress need — on the fly, every test run.
Mar 22, 2026Read article →Load Testing Data
Load testing an empty database? You're lying to yourself. Seed realistic volumes and find bottlenecks before your users do.
Mar 22, 2026Read article →Migration Review
Catch migration bugs in seconds, not production. Seed realistic data → run migration → compare results: validate SQL changes before they touch real data.
Mar 22, 2026Read article →Migration Testing
ALTER TABLE on millions of rows in production? Test migrations against realistic volumes first. Catch lock contention in staging, not at 3 AM.
Mar 22, 2026Read article →