Rebuilding by Removing: How I Made My Sports Analytics Pipeline 20x Faster
From Overengineered Kafka Pipeline to a Simple, Lightning-Fast System: What I Learned by Ruthlessly Removing Complexity

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From Overengineered Kafka Pipeline to a Simple, Lightning-Fast System: What I Learned by Ruthlessly Removing Complexity

What Led Me Here You push a change that works locally. The tests pass. CI runs and fails. You rerun the pipeline without touching the code, and this time it succeeds. Nothing changed, yet the outcome

Why fragmented data stacks collapse under AI, and what coherence looks like

Discover how to retain research knowledge with the Three-Pass Approach and the PARA method for enhanced learning.

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Making a commitment to being 1% better everyday!

Operating the Data Landscape: Advanced SQL Operations for Seamless Data Management
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“Data is the new oil." — Clive Humby