Keeping Up With the Python Ecosystem

Sentry's Python SDK team automated their integration testing process to handle 60+ package integrations across multiple versions. They built a script called toxgen that automatically polls PyPI for new releases, generates test matrices with representative version samples, and submits weekly PRs with updated configurations. This replaced manual test matrix maintenance, enabling early detection of compatibility issues while ensuring support for both legacy and latest package versions.