Use cases
Use cases
Each of these answers one specific data problem end to end: what it is, how to solve it in SynthForge, and when a different tool is the better call.
Generate test data with foreign keys
If you have ever generated 50,000 customers and 200,000 orders only to discover that half the orders reference customer IDs that do not exist, this page is for you.
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Synthetic data for unit tests
Three workflows. Each one is right in a different place. The mistake is using one when another would be better.
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Seed your local database with one command
Open the project. Run the seed command. Have 50,000 customers, 200,000 orders, and a dashboard that does not look like a stage play. No real data leaves your machine, no PII gets near your laptop, and the team's local DBs all look the same.
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Staging environment test data
Staging needs the volume of prod and the safety of synthetic. Two paths: copy and de-identify prod, or generate from scratch. Here is when each one is the right call, and how SynthForge handles the second.
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Load testing data, generated correctly
k6 and Locust drive request load. Your database needs to look like prod, or the test only proves your dev DB is small. SynthForge fills the gap.
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