@shilpamareddy

Shilpa Mareddy

@shilpamareddyJoined October 2026

Senior backend engineer writing about AI backend engineering: MCP, TypeScript, NestJS. Direct, and good for search

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Senior backend engineer with a Java background, now writing about AI backend engineering in TypeScript: MCP, NestJS, reliability and cost. I publish tested code on GitHub with every article.

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Shilpa Mareddy | AI Backend Engineeringshilpamareddy.hashnode.dev1 post

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SMShilpa Mareddyshilpamareddy.hashnode.dev6d ago · 18 min read

Why in-memory MCP sessions fail behind a load balancer (NestJS demo)

By Shilpa Mareddy Two copies of an MCP (Model Context Protocol) server (a server that AI applications call tools on) sit behind a round-robin load balancer (it sends each request to the next server in

Shilpa Mareddy

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Shilpa Mareddy's blogs

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Why in-memory MCP sessions fail behind a load balancer (NestJS demo)

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Shilpa Mareddy

About

Available for

Shilpa Mareddy's blogs

Recently published

Why in-memory MCP sessions fail behind a load balancer (NestJS demo)