---
title: "Discussion on \"Building Reliable LLM Systems: From API Calls to Distributed Systems\" | Hashnode"
description: "Discussion on \"Building Reliable LLM Systems: From API Calls to Distributed Systems\". Traditional software is predictable. You type something in, and you get the exact same result out every single time. Your database works, your code runs, and everything behaves.\nBut the moment you add"
url: "https://hashnode.com/posts/building-reliable-llm-systems-from-api-calls-to-distributed-systems/6a153e057d85e6a1af463b42"
---

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# [Building Reliable LLM Systems: From API Calls to Distributed Systems](https://blog.itsahmadawais.com/building-reliable-llm-systems-from-api-calls-to-distributed-systems?utm_source=hashnode&utm_medium=feed)

Traditional software is predictable. You type something in, and you get the exact same result out every single time. Your database works, your code runs, and everything behaves. But the moment you add

May 26 · 5 min read · blog.itsahmadawais.com  
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## Written by

[Awais Ahmad](https://hashnode.com/@itsahmadawais)

@itsahmadawais · Pakistan

  
[View profile](https://hashnode.com/@itsahmadawais)

Backend-heavy Full Stack Engineer / Cloud Engineer

Software Engineer, Dev-ops, AWS

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