Developing Your Personal Agentic System Step by Step

📰 Medium · Data Science

Develop a personal agentic system by designing an AI workflow engine with planning, memory, tools, verification, and human control to create a reliable and efficient system

intermediate Published 18 Jun 2026
Action Steps
  1. Design a planning module to define tasks and goals
  2. Implement a memory module to store and retrieve data
  3. Integrate tools and APIs to perform tasks
  4. Develop a verification module to validate results
  5. Establish human control and feedback mechanisms to ensure reliability
Who Needs to Know This

Data scientists and AI engineers can benefit from this guide to develop a personal agentic system, which can help them automate tasks and improve productivity

Key Insight

💡 A personal agentic system can be developed by integrating planning, memory, tools, verification, and human control to create a reliable and efficient AI workflow engine

Share This
🤖 Develop a personal agentic system to automate tasks and improve productivity! 🚀

Key Takeaways

Develop a personal agentic system by designing an AI workflow engine with planning, memory, tools, verification, and human control to create a reliable and efficient system

Full Article

Title: Developing Your Personal Agentic System Step by Step

URL Source: https://medium.com/codetodeploy/developing-your-personal-agentic-system-step-by-step-7331d3cae744?source=rss------data_science-5

Published Time: 2026-06-18T17:04:12Z

Markdown Content:
# Developing Your Personal Agentic System Step by Step | by Sachin Kasana | Jun, 2026 | Medium

[Sitemap](https://medium.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%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&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%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&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)

Member-only story

# Developing Your Personal Agentic System Step by Step

## A practical guide to designing an AI workflow engine with planning, memory, tools, verification, and human control.

[![Image 2: Sachin Kasana](https://miro.medium.com/v2/resize:fill:64:64/1*IKlnY-B9CALn6-rfjTXFHQ.jpeg)](https://medium.com/?source=post_page---byline--7331d3cae744---------------------------------------)

[Sachin Kasana](https://medium.com/?source=post_page---byline--7331d3cae744---------------------------------------)

Follow

14 min read

·

Just now

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fvote%2Fp%2F7331d3cae744&operation=register&redirect=https%3A%2F%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&user=Sachin+Kasana&userId=93868c9b8bee&source=---header_actions--7331d3cae744---------------------clap_footer------------------)

1

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Frepost%2Fp%2F7331d3cae744&operation=register&redirect=https%3A%2F%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&user=Sachin+Kasana&userId=93868c9b8bee&source=---header_actions--7331d3cae744---------------------repost_header------------------)

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F7331d3cae744&operation=register&redirect=https%3A%2F%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&source=---header_actions--7331d3cae744---------------------bookmark_footer------------------)

[Listen](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2Fplans%3Fdimension%3Dpost_audio_button%26postId%3D7331d3cae744&operation=register&redirect=https%3A%2F%2Fsachinkasana.medium.com%2Fdeveloping-your-personal-agentic-system-step-by-step-7331d3cae744&source=---header_actions--7331d3cae744---------------------post_audio_button------------------)

Share

Most people start with a chatbot.

They write a prompt, connect it to an LLM, maybe add a few tools, and call it an agent.

Press enter or click to view image in full size

![Image 3](https://miro.medium.com/v2/resize:fit:700/1*buwBgeGfQBd89OMPx8e12g.png)

That is a good first experiment, but it is not enough if you want something reliable.

[**Non members can
Read full article → ← Back to Reads