A generic reference implementation of lessons from shipping app translations. All examples are fictional. No proprietary application code, copy, data, or internal configuration is included. Python standard library only; Python 3.11+ on Unix.
Status: the core has synthetic regression tests. The GitHub Actions template and live model integration have not been executed end to end for this gist. This is a starting point for an agent, not a production-ready localization service.