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What is Agentic AI? And how does it work?

In this episode of our Code to Care series, we break down what Agentic AI actually is—and more importantly, how it can autonomously fix bugs in real-world code using large language models like GPT, OpenAI, or Gemini. I’ll walk you through one of the most practical (and exciting) use cases for agentic systems: a real-world developer workflow where an LLM fixes code – from identifying bugs to writing and testing the patch.

No hype. Just a clean walkthrough of how Agentic AI works, why it matters, and how it is changing the way developers build and debug software.

🔍 In this video, you’ll learn:
• What Agentic AI is and how it differs from regular GenAI
• How to use LLMs in autonomous workflows
• How bug fixing is automated using a sequence of tools
• The power of prompt engineering with tool orchestration
• Why this changes the developer role and workflow forever
Tell us in the comments what workflows you’d automate with Agentic AI.

Check out my LinkedIn: / donwoodlock
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Timestamps & Chapters
0:00 Intro: Explaining Agentic AI
0:34 Bug-Fixing Use Case
1:00 System Components Overview
2:00 How the Prompt Works
2:43 Toolset Breakdown
3:55 The Agentic AI Loop
5:24 Final Fix & Completion
6:15 Commercial Plug In
6:30 Overview of Agentic Flow
7:04 Wrap up & Closing Thoughts

ABOUT INTERSYSTEMS

Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe.

InterSystems Corporation is ranked by Gartner, KLAs, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services.

Website: https://www.intersystems.com/
Youtube: / @intersystemscorp
LinkedIn: / intersystems
Twitter: / intersystems