---
title: "Discussion on \"Beyond Prompts: How Agentic AI Actually Works (Especially for Coding)\" | Hashnode"
description: "Discussion on \"Beyond Prompts: How Agentic AI Actually Works (Especially for Coding)\". Agent cost isn't about prompt wording — it's loop count and context bloat. Here's what actually drives agentic AI behavior."
url: "https://hashnode.com/posts/beyond-prompts-how-agentic-ai-actually-works-especially-for-coding/6a76300355c334890f84b6ad"
---

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# [Beyond Prompts: How Agentic AI Actually Works (Especially for Coding)](https://markdownsimplified.hashnode.dev/beyond-prompts-how-agentic-ai-actually-works-especially-for-coding?utm_source=hashnode&utm_medium=feed)

Agent cost isn't about prompt wording — it's loop count and context bloat. Here's what actually drives agentic AI behavior.

Aug 7 · 5 min read · markdownsimplified.hashnode.dev  
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## Written by

[Deepak Jain](https://hashnode.com/@hahademon)

@hahademon · Mumbai, India

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

Writing about mobile app, automation, and software engineering

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