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MixedClaude · 18 Apr 2026

So for me I'd say I have a 25% productivity increment

wiz21c on Hacker News

25% productivity increment

In the thread “Measuring Claude 4.7's tokenizer costs”, replying to this comment

Helped: Incremental changes to UI after manual architecture setup.

Got in the way: Understanding class architectures; guessing object info via GUI.

… On the UI side Claude helps a lot. So for me I'd say I have a 25% productivity increment. I work like this: I put the main architecture of the code in place by hand, to get a "feel" for it. …