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Beyond the Dashboard
A New Way to Think About Data Platform Architecture
Aug 17
•
Augusto Machado
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
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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
Auckland Bus Stops API: A Lightweight Public Transport Stops API as a Data Engineering Laboratory
Dec 29, 2025
•
Augusto Machado
2
2025: The year of the Phoenix
Jan 26
•
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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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
Three Lessons I Learned While Preparing for Google Cloud Digital Leader
When I decided to prepare for the Google Cloud Digital Leader certification, I expected to spend most of my time learning products, but I was surprised.
Jul 20
•
Augusto Machado
More Monitoring Doesn’t Mean Better Observability
If every metric claims to be important during an incident, how will your platform tell you which one actually matters?
Jul 13
•
Augusto Machado
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