Keeping top 10 leaderboards up to date as game scores arrive: four Flink SQL jobs read the scores from Kafka and keep the rankings in PostgreSQL, and a web dashboard shows them as they change.

FastAPI and NiceGUI served from one Python process give a backend API and a web UI in a single codebase, compared here with React and with Streamlit.