Phase 5: From “Working” to “Correct”: Frontend-Driven Debugging and Finalizing Inference

Up to the previous post, the project was in a reasonably good state: data scraping worked, feature engineering was stable, models were trained and selected via MLflow, and offline inference behaved as expected. The system seemed to do what it was sup...