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Human-AI Collaboration in Software Engineering

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The integration of Large Language Models (LLMs) and agentic artificial intelligence into the software engineering lifecycle represents the most profound structural shift in the discipline since the transition from punch cards to high-level programming languages. Historically, the fundamental constraint on digital innovation has been the manual translation of human logic into machine-executable syntax. Code was inherently expensive to produce because the cognitive labor required to write it was slow, highly specialized, and inextricably linked to human capacity. In the…

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