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MCP Logic: How to Make It 40x Simpler

Foreword

This document presents a real-world A/B comparison of two approaches to implementing the same business logic requirements. We asked AI to generate both a procedural implementation using conventional code, and a declarative implementation using the LogicBank rules engine.

This experiment highlights fundamental differences between the two approaches, and what they mean for building reliable, maintainable systems. It’s important, because business logic typically represents nearly half the effort in database projects.

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