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The Mental Adjustment Process of Discovering AI Coding Assistant Capabilities

By

the_chrismo

4mo ago· 2 min readenOpinion

Summary

The article describes a common pattern experienced by developers using AI coding assistants like Claude, where initial excitement about a specific capability leads to workflow changes, followed by delayed realizations that the AI could handle even more tasks. The author reflects on the mental adjustment process of gradually discovering and delegating tasks to AI systems, using the metaphor of "turtles" to represent different tasks that could be handed off to Claude.

Key quotes

· 4 pulled
There's a weird-to-me pattern I'm guessing most folks run into while working with coding agents.
Then, at some point, the thought finally occurs: 'Oh! Claude could ALSO do Y!'
I'm months into using Claude, but still I have these head-smack moments, at a rate that might be harshing my mental health.
There are a lot of turtles down there, and it weirds me thinking about which turtles to hand off to Claude.
Snippet from the RSS feed
Then, by default, I change my work to doing Y, which usually includes invoking Claude to do X.

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