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· Jonathan Rapisarda · 8 min read

Vibe Coding vs. Agentic Engineering: What You're Actually Buying When You Hire an AI Builder

Two engineers can use the same AI model and produce opposite results — one ships a demo, the other ships a system. The difference isn't the model. It's the discipline around it.

Thought LeadershipAgentic AIAI Automation

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