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With Attitude
With Attitude

Posted on • Originally published at karozieminski.substack.com

I Refuse To Ship Without Understanding Why It Makes Sense

Build with Attitude: How to product-think when AI builds at lightning speed

While Reddit was still on fire with engineers deciding if vibe coding was heresy, one engineer decided to commit it.

skipped the debate and went straight to experimentation.

She didn’t know it yet, but this single choice would define her 2025.

A year of building. Products. Community. A reputation — at work and in public — as someone who *understands *AI, not just discusses it.


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