I Thought AI Agents are were Magic… Until I built one in Python.

📰 Medium · LLM

Learn how to build a simple AI agent in Python and understand the basics of AI agents

beginner Published 30 May 2026

Action Steps

Install the required Python libraries, such as NumPy and SciPy, to start building the AI agent
Define the agent's environment and actions using Python classes and functions
Implement the agent's decision-making process using reinforcement learning algorithms
Test and train the agent using simulation environments or real-world data
Deploy the trained agent in a real-world application or scenario

Who Needs to Know This

This tutorial is beneficial for software engineers, data scientists, and AI enthusiasts who want to get started with building AI agents. It can help them understand the fundamentals of AI agents and how to implement them in Python.

Key Insight

💡 Building an AI agent is not magic, but rather a process of defining the agent's environment, actions, and decision-making process using programming languages like Python

Key Takeaways

Learn how to build a simple AI agent in Python and understand the basics of AI agents

Full Article

Title: I Thought AI Agents are were Magic… Until I built one in Python.

URL Source: https://blog.stackademic.com/i-thought-ai-agents-are-were-magic-until-i-built-one-in-python-39f50efe5d7d?source=rss------llm-5

Published Time: 2026-05-30T08:23:58Z

Markdown Content:
[Sitemap](https://blog.stackademic.com/sitemap/sitemap.xml)

[Open in app](https://play.google.com/store/apps/details?id=com.medium.reader&referrer=utm_source%3DmobileNavBar&source=post_page---top_nav_layout_nav-----------------------------------------)

Sign up

[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fblog.stackademic.com%2Fi-thought-ai-agents-are-were-magic-until-i-built-one-in-python-39f50efe5d7d&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

[](https://medium.com/?source=post_page---top_nav_layout_nav-----------------------------------------)

Get app

[Write](https://medium.com/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---top_nav_layout_nav-----------------------new_post_topnav------------------)

[Search](https://medium.com/search?source=post_page---top_nav_layout_nav-----------------------------------------)

Sign up

[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fblog.stackademic.com%2Fi-thought-ai-agents-are-were-magic-until-i-built-one-in-python-39f50efe5d7d&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

![Image 1: Unknown user](https://miro.medium.com/v2/resize:fill:64:64/1*dmbNkD5D-u45r44go_cf0g.png)

## [Stackademic](https://blog.stackademic.com/?source=post_page---publication_nav-d1baaa8417a4-39f50efe5d7d---------------------------------------)

·
Follow publication

[![Image 2: Stackademic](https://miro.medium.com/v2/resize:fill:76:76/1*U-kjsW7IZUobnoy1gAp1UQ.png)](https://blog.stackademic.com/?source=post_page---post_publication_sidebar-d1baaa8417a4-39f50efe5d7d---------------------------------------)
Stackademic is a learning hub for programmers, devs, coders, and engineers. Our goal is to democratize free coding education for the world.

Follow publication

Press enter or click to view image in full size

![Image 3](https://miro.medium.com/v2/resize:fit:700/1*o90sjwOq2Vp9yn_M05VAYg.jpeg)

Photo by [Zach M](https://unsplash.com/@zachmmalin?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText) on [Unsplash](https://unsplash.com/photos/artificial-intelligence-concept-within-a-human-head-7F9PhBM1gFM?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText)

# I Thought AI Agents are were Magic… Until I built one in Python.

[![Image 4: Shaik Abdul Sameer](https://miro.medium.com/v2/resize:fill:64:64/1*rIKSuTSzZ9f8Ix3Lw2Yz5Q.jpeg)](https://medium.com/@shaiksameer15?source=post_page---byline--39f50efe5d7d---------------------------------------)

[Shaik Abdul Sameer](https://medium.com/@shaiksameer15?source=post_page---byline--39f50efe5d7d---------------------------------------)

Follow

5 min read

·

May 30, 2026

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fvote%2Fstackademic%2F39f50efe5d7d&operation=register&redirect=https%3A%2F%2Fblog.stackademic.com%2Fi-thought-ai-agents-are-were-magic-until-i-built-one-in-python-39f50efe5d7d&user=Shaik+Abdul+Sameer&userId=fd6c6ef10347&source=---header_actions--39f50efe5d7d---------------------clap_footer------------------)

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Frepost%2Fp%2F39f50efe5d7d&operation=register&redirect=https%3A%2F%2Fblog.stackademic.com%2Fi-thought-ai-agents-are-were-magic-until-i-built-one-in-python-39f50efe5d7d&user=Shaik+Abdul+Sameer&userId=fd6c6ef10347&source=---header_actions--39f50efe5d7d---------------------repost_header------------------)

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F39f50efe5d7d&operation=register&redirect=https%3A%2F%2Fblog.stackademic.com%2Fi-thought-ai-agen

Read full article → ← Back to Reads

I Thought AI Agents are were Magic… Until I built one in Python.

Key Takeaways

Full Article

Related Videos