---
title: "Discussion on \"Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM Systems\" | Hashnode"
description: "Discussion on \"Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM Systems\". Lessons from multi-product LLM development and the hidden variables that dictate real-world reliability.\n\nEvery Agent Is a Formula\nA single prompt with rules and expectations. That's all it is.\nBut he"
url: "https://hashnode.com/posts/practical-ai-agent-architecture/6a2b845de414de3d29f1cb2f"
---

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# [Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM Systems](https://theshovonsaha.hashnode.dev/practical-ai-agent-architecture?utm_source=hashnode&utm_medium=feed)

Lessons from multi-product LLM development and the hidden variables that dictate real-world reliability. Every Agent Is a Formula A single prompt with rules and expectations. That's all it is. But he

Jun 12 · 7 min read · theshovonsaha.hashnode.dev  
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## Written by

[Shovon Saha](https://hashnode.com/@theshovonsaha)

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