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I've been working with AI tools since day one. This is where I write about what actually works.
Why the honest answer to "has AI made you faster" is not really, not yet, and what actually happens to the time it buys back.
The single biggest upgrade to my AI results wasn't a new model or a better prompt. It was that I stopped typing and started talking.
I shared a Claude Code project setup at work. Same day, I found a better version. A few days later, a third. The habit beats the setup.
Most people still use AI as autocomplete or an error-paster. The real shift is using it to think with, not just produce with.
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