What is Loop Engineering? Agentic AI Engineering Explained! @KGPTalkie
What is Loop Engineering? Agentic AI Engineering Explained!  @KGPTalkie
Uploaded August 2026 | Updated September 2026, 2 weeks ago
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What is loop engineering? If you have ever built a ReAct agent, you have already used it without knowing the name. In this video I break loop engineering down step by step and show where it fits next to prompt, context, and harness engineering.

Blog Link: kgptalkie.com/tutorials/generative-ai/loop-engineering

You will learn how a ReAct agent works, why the first three types of engineering sit on the input side of your model while loop engineering sits on the output side, why the evaluator has to be a separate model (a model cannot judge its own output without bias), what self-prompting really means, and why memory should live outside the agent state so multiple agents can share it. This is a complete concept video for developers working with AI agents. You do not need any prior knowledge of loop engineering.

⏱ Chapters:
0:00 Intro
0:19 ReAct Agent Recap
1:03 Prompt vs Context vs Harness vs Loop Engineering
2:01 From ReAct Agent to Loop Engineering
3:07 Why You Need a Second Model
4:36 What Self-Prompting Really Means
5:26 Shared Memory Outside the Agent State
6:08 Coming Next: Graph Engineering

🔗 Resources:
Presentation slides: slideshare.net/slideshow/mastering-loop-engineering-in-ai-agents-for-banking-finance/289019563#1


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What is Loop Engineering? Agentic AI Engineering Explained!

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