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What if you could take an idea on a napkin and, instead of years of coding classes, have a working app in weeks?That's what LinkedIn's Daniel Roth did with Audio2, a podcast clipping app. His journey offers a blueprint for how AI coding assistants are reshaping what it means to 'learn to code.'Roth didn't set out to become a professional developer. Instead, he treated AI as his partner.
The winning strategy? 'Think like a snow fort': build small, test for strength, then keep stacking.Roth also learned to spot AI's 'false confidence.' When Claude assured him that FFmpegKit was the simplest way to generate video clips, a quick check on Reddit revealed it was deprecated. Pivoting to screen recording saved the project.GitHub became his safety net. By branching aggressively, he avoided losing weeks of work to AI-generated rabbit holes.
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