---
title: "Shovon Saha (@theshovonsaha) | Hashnode"
description: "Polymath"
url: "https://hashnode.com/@theshovonsaha"
---

@theshovonsaha

# Shovon Saha

@theshovonsaha · Joined June 2026

### [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

7 min read · [theshovonsaha.hashnode.dev](https://theshovonsaha.hashnode.dev/practical-ai-agent-architecture?utm_source=hashnode&utm_medium=feed)

[Jun 12](https://hashnode.com/posts/practical-ai-agent-architecture/6a2b845de414de3d29f1cb2f)