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fooqux blog · Mar 20, 2026

The 4 Approaches to Using LLMs in Software Development

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A simple 2x2 matrix based on human involvement and code validation reveals four distinct AI programming styles—Smart Autocomplete, Vibe Coding, AI-Augmented Development, and Agentic Engineering—each uniquely suited for different stages of the software lifecycle.

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