Demo Video ========== A full walkthrough of GraFlag demonstrating GUI and CLI workflows on a real cluster with GPU-enabled workers. .. raw:: html Scenarios --------- **GUI Dashboard** Live walkthrough of the web dashboard: cluster status, launching experiments, streaming logs, and viewing evaluation metrics and plots. **CLI Overview** Cluster setup, status, and browsing available methods and datasets from the terminal. **Scenario 1: Comparative Benchmarking** Comparing DOMINANT vs CONAD on bond_inj_cora with automated evaluation. **Scenario 2: Custom Method Integration** Integrating TADDY into the framework using the ``graflag_runner`` SDK. **Scenario 3: Reproducibility Verification** Reproducing an experiment from its saved ``service_config.json`` and comparing results.