Hey so there are a few things here: - To reuse the same pipeline multiple times I would recommend reading our modular pipeline docs https://kedro.readthedocs.io/en/stable/nodes_and_pipelines/modular_pipelines.html - To log parameters you should use the experiment tracking features https://kedro.readthedocs.io/en/stable/tutorial/set_up_experiment_tracking.html - To save pickles you can find example on the catalog docs just search form

pickle.PickleDataSet

https://kedro.readthedocs.io/en/stable/data/data_catalog.html