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Technical Debt

23 posts filed under Technical Debt.

Jun 11, 2026 Data Architecture & Strategy

Semantic Layer Pitfalls - Invisible Technical Debt

You bought a semantic layer to end the "which number is right" argument. Eighteen months later you have 200 metrics and the same argument, …

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Apr 21, 2026 Architecture

Fitness Functions: Testing Your Architecture Like Code

You test your code. You test your data. But who tests your architecture? Here's how fitness functions change that.

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Apr 20, 2026 Technical Debt & Economics

The 306K Per Million Lines: What Technical Debt Actually Costs

Nobody budgets for technical debt. But it budgets itself - in slow changes, frequent bugs, and engineers who quit.

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Mar 25, 2026 Organizational Dynamics

The Team That Automated Themselves Out of Firefighting

A data team spent 60% of their week doing the same manual tasks - and nobody questioned it for two years.

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Mar 15, 2026 Technical Debt & Economics

The Acquisition Disaster - When Technical Debt Tanks a Deal

Due diligence found 15 "temporary" integrations from 2019 still running in production. The acquisition deal died that afternoon.

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Feb 20, 2026 Data Architecture & Strategy

Data Architecture Review - What's Actually Involved

A data architecture review uncovers hidden risks before they become expensive problems. Here's what mine covers and why most teams need one …

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Feb 16, 2026 Technical Debt & Economics

Technical Debt Cost Calculation

Slow pipelines are a symptom. The disease is poor architectural decisions nobody revisited.

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Feb 2, 2026 Technical Debt & Economics

Technical Debt Productivity Loss

Every data engineer on your team loses 2 days per week to technical debt. That's time they can't spend building.

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Jan 19, 2026 Fractional Journey

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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Jan 16, 2026 Technical Debt & Economics

We Shipped Fast. We Paid Slowly

The problem isn't shipping fast. It's not being able to fix fast.

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