The Compounding Software Factory: How to Make Engineering Teams Get Better Over Time

Published on 29.04.2026

AI & AGENTS

The Compounding Software Factory

TLDR: Most engineering teams degrade over time by default. This article, the final in a three-part series, argues that AI-assisted development gives teams a real shot at inverting that trend through compound engineering: improving coding hygiene, capturing institutional knowledge, and building the right things incrementally.

The Compounding Software Factory

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