# Reliability regression fixtures This directory is reserved for reproducible ARAD regression cases. The first required live regression case comes from an internal review of the predecessor package: for some long indicator downloads, a request over the full period can contain `NA` values even though splitting the same request into smaller time ranges returns valid values for those dates. A production regression fixture should therefore record, at minimum: - indicator ID - expected frequency - full request start and end dates - one or more split points - dates where the full request and split requests differ - whether an `NA` is known to be a genuine source-data missing value Do not store API keys or other credentials in this repository. Live API tests must use the `ARAD_API_KEY` environment variable or a GitHub Actions secret and should be separated from deterministic unit tests.