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Claude Code Conversations with Claudine · Yesterday · 10 min

Why Do AI Async Callbacks Create Code That's Hard to Understand?

AI coding tools write async code one step at a time. Each step is a local, reasonable reaction to whatever the previous step returned, and the result is nested callbacks, promise chains with retries and fallbacks bolted on, and await sequences whose order nobody actually decided. The code runs and passes the happy-path tests, but the flow only makes sense in the context window that produced it, so the next person, or the next AI session, has to reverse-engineer the control flow before changing anything. This episode argues that async flow is an architectural decision the builder has to make up front, because AI will otherwise make it by accident, one append at a time. 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.

0:00-10:20

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show notes

AI coding tools write async code one step at a time. Each step is a local, reasonable reaction to whatever the previous step returned, and the result is nested callbacks, promise chains with retries and fallbacks bolted on, and await sequences whose order nobody actually decided. The code runs and passes the happy-path tests, but the flow only makes sense in the context window that produced it, so the next person, or the next AI session, has to reverse-engineer the control flow before changing anything. This episode argues that async flow is an architectural decision the builder has to make up front, because AI will otherwise make it by accident, one append at a time.


 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. 

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