Bronze → Gold
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Bronze → Gold

From raw bronze to decision-grade gold.

Patterns, playbooks, and tiny reproducible demos in Data Engineering, Databricks, and Python.

Read the blog About

Practical recipes

MERGE INTO patterns, idempotent pipelines, skew-busting, and observability you can copy.

Small, runnable demos

Short posts with code you can execute locally or in notebooks.

Opinionated, not dogmatic

Tools fade. Principles last. We keep both in view.

Latest posts

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