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Anyone can ship a “vibe-coded prototype.” So what differentiates you? On AI Native Dev, Cian Clarke, Head of AI at Nearform, breaks it down: • Vibe coded demos don’t survive real users • structured code beats fast code once you hit scale • spec-driven development is the real startup advantage today Full episode out now on The AI Native Dev. #ai #coding #tech #podcast #fyp
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AI-generated tests fit naturally into an AI-native development process because they scale at the same speed as the systems they validate, adapt continuously as models and requirements evolve, and reduce the manual burden of writing brittle test cases. They can explore edge cases humans miss, generate diverse and realistic inputs, and update themselves when code, data, or prompts change, keeping coverage high even in fast-moving projects. By embedding testing directly into the feedback loop of tr
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