AI coding tools have a consistent bias: when you ask for something simple, they hand back something structured. Interfaces for single implementations, factory functions that construct one object, config systems for values that never change. This episode names that bias the abstraction tax, explains why models produce it, and gives builders a way to tell the difference between abstraction that earns its keep and abstraction that is just pattern-matched ceremony.
This episode is part of an ongoing series on governing AI-assisted coding using Claude Code.
👉 Each episode has a companion article — breaking down the key ideas in a clearer, more structured way. If you want to go deeper (and actually apply this), read today’s article here: 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐬
At aijoe.ai, we build AI-powered systems like the ones discussed in this series. If you’re ready to turn an idea into a working application, we’d be glad to help.
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