-
Reproducible Experiment Tracking with MLflow and UV
How to make MLflow experiment tracking reproducible by pairing runs, metrics, model artefacts, signatures, and registry versions with a UV lockfile.
7 min read -
Designing Data-Intensive Applications, Honestly Reviewed
An honest review of Designing Data-Intensive Applications: what still matters for data pipelines, ML systems, databases, distributed systems, and production design.
6 min read