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Software Engineering A Midst AI

  🏗️ Navigating the Future: Software Engineering in the Age of Artificial Intelligence In the last decade, artificial intelligence (AI) has transformed software engineering from a primarily manual, logic-driven craft into a dynamic, data-enhanced discipline. Today’s engineers are not only writing code — they are training models, integrating intelligent systems, and orchestrating complex pipelines where algorithms learn, adapt, and optimize continuously. The Shift from Code-Centric to Data-Centric Engineering Traditional software development revolved around deterministic logic: given an input, the program’s behavior was precisely defined. AI changes that paradigm. Instead of coding every rule, developers now curate and refine data that guide models toward intelligent decisions. This data-centric approach requires new engineering practices: Designing robust data pipelines and feature stores Managing model drift and retraining cycles Ensuring reproducibility and...

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