MLflow
Open source platform for tracking ML experiments — parameters, metrics, models, versions.
Created by Databricks (2018). "Which hyperparameter combo gave the best F1?" — without MLflow it's a spreadsheet. Competitors: Weights & Biases (more polished), Neptune.ai, TensorBoard.