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// guides, tutorials & comparisons
In-depth tutorials, tool comparisons, and best practices for data engineers building with Python.
Jun 16, 2026 · 5 min read
How to tune Debezium with Oracle LogMiner for throughput and latency. The settings that actually make a difference and the mistakes I made along the way.
Jun 16, 2026 · 9 min read
Orchestration vs choreography in event-driven systems. The patterns, the anti-patterns, and how to choose the right communication style.
Jun 16, 2026 · 6 min read
When event-driven architecture is the right choice and when it isn't. A look at why the pattern needs to fit the problem, not the other way around.
Dec 15, 2025 · 13 min read
Compare Python ETL tools and frameworks: dbt, Airflow, Prefect, Dagster, PySpark, and DLT. Code examples and an honest decision guide for 2026.
Apr 1, 2025 · 10 min read
How to build a complete ETL pipeline in Python. Real code, honest explanations, and the mistakes to avoid when you're doing it for the first time.
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