TestSeed – Deterministic test data for reliable CI/CD pipelines

Summary: TestSeed is an API-first tool that generates deterministic, schema-driven test data from OpenAPI, GraphQL, or custom schemas. It produces identical datasets across local development and CI/CD environments, enabling reproducible integration test failures and reducing flaky tests.

What it does

TestSeed lets teams define reusable seeds based on existing API schemas to generate consistent test data via API. This ensures the same dataset is produced every time, eliminating variability between test runs.

Who it's for

It is designed for developers and QA engineers working with microservice architectures who need stable, reproducible test data for integration testing.

Why it matters

TestSeed solves the problem of inconsistent test data causing unreliable CI/CD test results by providing deterministic datasets that make failures reproducible and easier to debug.