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Notes on dataarchitecture.

Short essays on architecture, cost, hiring and AI: one cartoon, one idea, most days of the week. No tutorials, no listicles.

May 11, 2026 Technical Debt & Economics

The Day Our Pipeline Became a Person's Full-Time Job

The day I realized our pipeline had become a person's full-time job.

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May 10, 2026 Technical Debt & Economics

FinOps for Data Audit Checklist (8 Cost Levers)

Your cloud data bill grew 40% last year. Your revenue didn't.

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May 9, 2026 Data Architecture & Strategy

The Data Product Canvas (One-Page Definition)

An empty "consumers" field is the signal to deprecate the asset. Most teams ignore it.

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May 8, 2026 Organizational Dynamics

Blameless Post-Mortem Template for Data Incidents

Your data incident post-mortems end with "be more careful." That's not a fix.

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May 7, 2026 Data Architecture & Strategy

Data Platform Maturity Model (5 Stages)

Your data platform is at stage 2. You're copying stage 5 patterns. That's why it's breaking.

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May 6, 2026 Data Architecture & Strategy

When You Actually Need a Semantic Layer

Most teams buy a semantic layer the way they buy a data warehouse. Tool first, problem retrofitted.

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May 5, 2026 Organizational Dynamics

Data mesh is an org design pattern. Here are the 5 things you need before you st

Data mesh is an org design pattern. Here are the 5 things you need before you start.

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May 4, 2026 Organizational Dynamics

Everyone says "people, process, technology." Then they start by picking Snowflak

Everyone says "people, process, technology." Then they start by picking Snowflake.

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May 3, 2026 Technical Debt & Economics

You have 47 data quality issues. You can fix 5 this quarter. Here's how to pick

You have 47 data quality issues. You can fix 5 this quarter. Here's how to pick the right 5.

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May 2, 2026 Platform & Velocity

Your data platform has 6 vital signs. Most teams only check 2 of them.

Your data platform has 6 vital signs. Most teams only check 2 of them.

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