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Data Architecture

20 posts filed under Data Architecture.

May 25, 2026 Data Architecture

Idempotency In Orchestration Failures

Your pipeline failed at 3am. The on-call engineer is now paid to clean up duplicates.

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May 22, 2026 Data Architecture

Conway's Law Pipeline Silos

Two teams sitting in different Slack channels build two pipelines that compute the same metric.

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May 16, 2026 Data Architecture

Contract-First Data For Cross-Team Handoffs

Most cross-team data fights are caused by an undocumented assumption upstream.

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May 15, 2026 Data Architecture

Orchestration Tool Audit For Small Data Teams

Two-engineer data teams keep picking Airflow because it's "industry standard." Six months in, half the DAGs are commented out.

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May 14, 2026 Data Architecture

Semantic Layer Is A Consistency Tool, Not A Speed Tool

A semantic layer is a consistency tool. Most teams buy it for speed and end up disappointed.

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May 13, 2026 Data Architecture

Software Modernization Is Not Architectural Modernization

Software modernization and architectural modernization are different problems with different fixes.

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May 9, 2026 Data Architecture

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 7, 2026 Data Architecture

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

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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Jan 31, 2026 Data Architecture

Building data platforms for technology instead of teams

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

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