Itamar Friedman, CEO of Qodo AI, argues that vibe coding is suitable for POCs and MVPs (delivering 2x-50x speed gains) but production-grade software requires 'viable coding' — maintaining developer flow while ensuring reliability. He introduces the concept of code integrity, which merges code review, security, and quality into one holistic approach using red teams (verification) and blue teams (generation). On junior developers, he warns against simply pushing senior feedback through AI prompts, advocating instead for using AI as a learning tool to build genuine understanding.
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