Stop Building RAG Like It’s Still 2022 (Here’s What Production Actually Needs in 2026)

You built a RAG pipeline. Tested it with five questions. It worked perfectly. Then you shipped it. And everything broke. Users asked ambiguous questions. The vector […]

Abhilash Sahoo
15 min readMarch 6, 2026
Stop Building RAG Like It’s Still 2022 (Here’s What Production Actually Needs in 2026)
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Artificial Intelligence
Abhilash Sahoo

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Abhilash Sahoo, with over 15 years of experience, is a Certified Full Stack Developer, AI/ML Automation Specialist, and Multi-Agent System Architect. As the Founder & CEO of Infyways Solutions, he specializes in agentic AI workflows, MCP server development, LLM orchestration, and intelligent automation solutions.