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neo maaßenleft a comment
Hey Product Hunt 👋 I’m a developer and QA engineer, and TestSeed came out of a problem I kept running into in real projects. In many microservice setups, proper test data simply wasn’t a priority. Either there were no realistic datasets at all, or the data existed but broke constantly at integration points. When tests failed in CI, the data often looked fine locally, but on the next run it was...

TestSeedDeterministic test data for reliable CI/CD pipelines
TestSeed is an API-first tool for deterministic, schema-driven test data.
Instead of random generators or brittle fixtures, TestSeed lets teams define reusable seeds from OpenAPI, GraphQL, or custom schemas and generate identical datasets across local dev and CI/CD.
This makes integration test failures reproducible, eliminates flaky tests, and keeps microservice pipelines reliable.

TestSeedDeterministic test data for reliable CI/CD pipelines
neo maaßenstarted a discussion
How do you govern test data across microservices and teams?
In larger systems, test data isn’t just a technical problem anymore, it becomes a governance problem. Different services, different schemas, different teams. Some rely on shared fixtures, others on generators, some add an extra abstraction layer (GraphQL, contract mocks, API gateways). How do you handle: Ownership of test data per service? Keeping schemas in sync with production APIs?...
