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Vibe Coding vs AI-Assisted Engineering: What Businesses Need to Know
Vibe coding is fast, prompt-led software creation where the priority is momentum and the code itself may not be deeply reviewed or understood. AI-assisted engineering is a more disciplined approach where AI helps generate code, but humans still define the spec, review the output, test the system, and stay accountable for what ships. Businesses should treat the first as a prototyping method and the second as a delivery model. The practical difference is simple: vibe coding hel
Canute Fernandes
Apr 35 min read


What Is Vibe Coding? Where It Works and Where It Breaks
Vibe coding is a style of software creation where you describe what you want in plain language and let AI generate most of the code. The term was coined by Andrej Karpathy in early 2025, and the core idea is simple: instead of writing every line yourself, you guide the model, test what it outputs, and keep iterating. My take: vibe coding is great for starting software and often bad for owning software . It works best when speed matters more than precision, and it breaks when
Canute Fernandes
Mar 296 min read
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