---
title: "Discussion on \"Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks\" | Hashnode"
description: "Discussion on \"Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks\". Build AI agents that apply real thinkers' frameworks to your problems. Not chatbots doing impressions — thinking partners that catch what you miss."
url: "https://hashnode.com/posts/expert-advisor-agents-ai-sparring-partners-built-from-real-frameworks/6a63a0ae38cf4a1e906bbc61"
---

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Discussion

# [Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks](https://blog.patrickjduffy.net/expert-advisor-agents-ai-sparring-partners-built-from-real-frameworks?utm_source=hashnode&utm_medium=feed)

Build AI agents that apply real thinkers' frameworks to your problems. Not chatbots doing impressions — thinking partners that catch what you miss.

Jul 24 · 8 min read · blog.patrickjduffy.net  
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-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#generative-ai](https://hashnode.com/tag/generative-ai)
-   [#promptengineering](https://hashnode.com/tag/promptengineering)
-   [#aws](https://hashnode.com/tag/aws)
-   [#ai](https://hashnode.com/tag/ai)
-   [#productivity](https://hashnode.com/tag/productivity)

## Written by

[Patrick](https://hashnode.com/@PatrickJD)

@PatrickJD · Bay Area, CA

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

Sr. Solutions Architect @AWS | AI Agents, security, cloud architecture for commercial customers

Enterprise Solutions Architect @AWS. Writing about production-tested cloud patterns. Started with a Tandy 2000, still figuring things out.

## Responses 1

Markdown supported · ⌘↵ to post

[Julian Neagu](https://hashnode.com/@julianneagulab)

[Jul 27](https://hashnode.com/posts/expert-advisor-agents-ai-sparring-partners-built-from-real-frameworks/6a63a0ae38cf4a1e906bbc61/comment/6a6742d0b63478502feed3db)

This is a useful pattern for making agents actually helpful. The framework part matters more than copying someone’s writing style. Good questions beat fancy prompts.