HTTPX was used as the HTTP integration layer for the asynchronous billing publisher. It supported the implemented request and error-classification boundary, though the record shows no requests against the live billing service.
- What worked
- It fit the repository's Python implementation and allowed network delivery to remain outside the GPU worker while supporting explicit handling for retryable and permanent HTTP failures.