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For small teams shipping AI features

What You'll Get

Introduction: The Advice Gap

Why most database advice is written for a scale you'll never hit — or is a vendor pitch in disguise.

Chapter 1: The Database Problem Changed

The four dials every AI feature moves at once: cost, latency, safety, and how fast you can change the product.

Chapter 2: Start With a Relational Default

One relational database until it hurts — and the specific, measurable pains that count as "hurts."

Plus: the full table of contents

A map of all 13 chapters and the one-page default-stack summary you can screenshot.

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Fewer Systems, Not More

Stop over-building your data layer. Start shipping the feature.

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