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Work · February 11, 2026

DataForge — Synthetic Data Generator

Generate realistic test data with custom scenarios

What it does

Generate realistic fake data for testing — users, addresses, transactions, patients, medical records, prescriptions, lab results, insurance claims. HIPAA-safe synthetic data with custom scenarios.

Does the same job

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    I built DDL to Data after repeatedly pushing back on "just use production data and mask it" requests. Teams needed populated databases for testing, but pulling prod meant security reviews, PII scrubbing, and DevOps tickets. Hand-written seed scripts were the alternative slow, fragile, and out of sync the moment schemas changed. Paste your CREATE TABLE statements, get realistic test data back. It parses your schema, preserves foreign key relationships, and generates data that looks real, emails look like emails, timestamps are reasonable, uniqueness constraints are honored. No setup, no…

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