How Does AI Code Hide Requirements in Logic You Can't Change?

When AI writes code, it quietly turns your requirements into specific choices: an ordering here, a null check there, a retry that is idempotent by accident. Those choices form an implicit contract that nobody wrote down. Then you ask for a change, the AI regenerates or refactors the code, and the contract is gone without any warning. The code still compiles, the tests you have still pass, and the behavior nobody stated explicitly is lost. This episode explains why that happens and how builders can make the contract explicit before the next change request erases it. Produced by VoxCrea.AI 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.