Skip to content
Artwork for Claude Code Conversations with Claudine
Claude Code Conversations with Claudine · Thursday · 10 min

Why Do AI Models Struggle With Complex Workflows?

Builders keep asking AI to implement a workflow and getting back a straight line of if-then steps instead of a real state machine. The gap does not show up in the happy path, it shows up the first time a retry, a cancellation, or an out-of-order event hits the system. This episode names the pattern and gives builders a way to catch it before it ships. 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.

0:00-10:23

transcript

No transcript — this publisher did not publish one.

show notes

Builders keep asking AI to implement a workflow and getting back a straight line of if-then steps instead of a real state machine. The gap does not show up in the happy path, it shows up the first time a retry, a cancellation, or an out-of-order event hits the system. This episode names the pattern and gives builders a way to catch it before it ships.


 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. 

links3