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Why Small Volumes Reveal Architectural Problems That Big Volumes Hide
We design platforms as if more volume makes systems harder. In practice, small volumes often expose architectural weaknesses that large volumes quietly…
Sep 7
•
Augusto Machado
Latency Is Not the Same as Speed
If two architectures produce exactly the same data, but one delivers it five minutes earlier, which one is actually more intelligent?
Aug 24
•
Augusto Machado
Beyond the Dashboard
A New Way to Think About Data Platform Architecture
Aug 17
•
Augusto Machado
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The Ethics of Data
Jan 4
•
Augusto Machado
3
When Dashboards Create More Confusion Than Clarity
Feb 3
•
Augusto Machado
2
2025: The year of the Phoenix
Jan 26
•
Augusto Machado
2
Auckland Bus Stops API: A Lightweight Public Transport Stops API as a Data Engineering Laboratory
Dec 29, 2025
•
Augusto Machado
2
Hidden Insights in the Stellar Network
Jan 11
•
Augusto Machado
2
eBay Scraper API: A Public Scraping API as an Experimental Layer for Market Data Exploration
Dec 29, 2025
•
Augusto Machado
2
Recent posts
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Your Dashboard Knows More Than You Do — and That’s the Problem
Walk into almost any modern operations center and the first thing you notice is not the engineers. It is the dashboards.
Aug 10
•
Augusto Machado
Google Generative AI Leader: Strengthening My Perspective as a Data and Platform Architect
Every data engineer eventually reaches the same point. What problem is this AI system actually helping engineers solve?
Aug 3
•
Augusto Machado
A Framework for Understanding Why Systems Are Built the Way They Are
Why the quality of an architecture is rarely determined by the technologies it contains?
Jul 27
•
Augusto Machado
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