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Architecture

107 posts filed under Architecture.

Feb 9, 2026 Organizational Dynamics

Managers Overseeing 3X More People Than 2017

The average data team manager is overseeing nearly 3X more people than in 2017. Something has to give.

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Feb 7, 2026 Organizational Dynamics

Firefighters vs Pyromaniacs

Your best firefighter might be your worst pyromaniac.

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Feb 3, 2026 Data Architecture & Strategy

Data Quality Testing Layers

Testing data quality after transformation is like tasting the dish after it's plated. Too late.

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Jan 31, 2026 Data Architecture & Strategy

Building data platforms for technology instead of teams

The data platform nobody asked for is the data platform nobody uses.

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Jan 30, 2026 Data Architecture & Strategy

Event-driven architecture coordination tradeoffs

You adopted EDA to reduce dependencies. You just traded runtime coupling for design-time coupling.

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Jan 29, 2026 Data Architecture & Strategy

Data Architecture vs Data Engineering: What's the Difference?

Architects design the blueprint. Engineers build the system. Hire the wrong one first and you'll hire both twice.

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Jan 27, 2026 Technical Debt & Economics

The Alignment Tax: What Misalignment Costs Per Sprint

Your team's velocity isn't slow because they're bad. It's slow because they're building the wrong thing right.

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Jan 24, 2026 Technical Debt & Economics

Platform Review: What I Find in Week One

In week one of every platform review, I find the same five problems. Your company probably has at least three.

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Jan 21, 2026 Organizational Dynamics

How to Prioritize Data Requests in 3 Steps

When everything is "high priority," nothing gets done. Here's how to fix your data request backlog in three steps.

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Jan 19, 2026 Fractional & Leadership

Platform Review: 3-Month ROI for a Series B Startup

Every growing startup hits the same three data problems. Not similar. Identical.

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