📰 Dev.to · Andrew Tan
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⚡ AI Lessons
Dev.to · Andrew Tan
1w ago
Data Lineage Is a Vanity Metric Without Business Context
Most lineage tools produce beautiful diagrams that don't answer the one question that matters: 'What...
Dev.to · Andrew Tan
3w ago
Why I Stopped Believing 'Best Practices' and Started Trusting 'Works For Us'
I spent 18 months building the 'perfect' architecture. Then I watched a customer delete it in 20...
Dev.to · Andrew Tan
1mo ago
What I Learned From Reading 50 Data Pipeline Postmortems
After analyzing 50 public postmortems from Uber, Netflix, Stripe, and others, four failure patterns...
Dev.to · Andrew Tan
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
You Didn't Escape Airflow's Complexity — You Just Distributed It
Adding Kestra, Dagster, or Prefect alongside Airflow doesn't reduce orchestration complexity. It...
Dev.to · Andrew Tan
1mo ago
Why Your Data Team Can't Ship: The Organizational Bottleneck Nobody Talks About
The biggest blocker to data team productivity isn't technology—it's organizational friction. Here's...
Dev.to · Andrew Tan
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
What Happens to Your Pipeline When the Source System Changes Without Warning
This article was originally published on the layline.io blog. Schema drift and upstream breaking...
Dev.to · Andrew Tan
2mo ago
Financial Data Integration: A Practical Guide
This article was originally published on the layline.io blog. Financial data integration is harder...
Dev.to · Andrew Tan
2mo ago
Why Real-Time Data Integration Matters for Modern Applications
This article was originally published on the layline.io blog. The difference between...
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