- Simplify error handling logic by checking for "not found" message directly - Extract model data fetching into separate _fetch_model_data method - Extract version enrichment into separate _enrich_version_with_model_data method - Improve logging consistency using %s formatting - Rename variables for better clarity (result -> version, e -> exc)