---
title: "Discussion on \"The Hard Lessons Behind Production Agentic AI\" | Hashnode"
description: "Discussion on \"The Hard Lessons Behind Production Agentic AI\". I have spent a lot of time building agentic AI systems that actually have to work in production. Not demos. Not playgrounds. Real systems that take actions, touch real workflows, and are expected to k"
url: "https://hashnode.com/posts/the-hard-lessons-behind-production-agentic-ai/6a391a700ce2f37d1c138001"
---

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# [The Hard Lessons Behind Production Agentic AI](https://code-debug.hashnode.dev/the-hard-lessons-behind-production-agentic-ai?utm_source=hashnode&utm_medium=feed)

I have spent a lot of time building agentic AI systems that actually have to work in production. Not demos. Not playgrounds. Real systems that take actions, touch real workflows, and are expected to k

Jun 22 · 10 min read · code-debug.hashnode.dev  
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## Written by

[Jay Stance](https://hashnode.com/@jaystance)

@jaystance · Lagos, Nigeria

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

Production Grade AI Engineer

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