DevCognix
Engineering

Building Rag Systems

Supreeth Thakur
July 14, 2026 8 min read
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The integration of Artificial Intelligence into standard web development workflows isn't just a trend—it is a fundamental paradigm shift that is rapidly deprecating traditional coding methodologies.

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The Shift from Imperative to Declarative

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"In less than five years, writing boilerplate code will be considered a legacy skill. The value of an engineer will be entirely in architectural decision-making and prompt engineering."

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Implementing RAG in SaaS

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