Agentic Loops: The Engine Behind Vibe Coding

Agentic loops are already running in your business. If you have given an AI tool a research question, walked away, and come back to a finished brief, you have used one. The same mechanism fires a payment reminder after checking whether an invoice has actually cleared, keeps Claude Code testing its own fix until the bug is gone, and sends meeting notes straight into your to-do list the moment a call ends.

In this episode, Jess and Kyle get into how an agentic loop actually runs, how it connects to AI agents and AI workflow automation more broadly, and what separates it from a basic automation. They cover the three types of loop, the compounding maths of how a loop can get expensive fast, and how to build in the right amount of human oversight without losing what makes loops useful in the first place.

This is also where the vibe coding series starts to pull together: everything covered so far, the tools, the project structures, the files and folders, has been setting up for this.

We also cover the launch of the ChatGPT 5.6 models.

Use these links for a discount on the tools we recommend (and it supports the pod!)

Wispr Flow - AI-powered voice dictation that works across every app on your desktop - https://ref.wisprflow.ai/early-adoptr Granola - The best AI meeting notes! New users get 100% off for their first month - https://www.granola.ai?via=early-adoptr

Vibe Coding Series: Claude Skills: https://www.earlyadoptr.ai/episodes/claude-skills-explained-how-to-stop-repeating-yourself-in-every-session https://www.earlyadoptr.ai/episodes/claude-code-without-the-code-a-non-developer-s-week-in-review-w-sean-bhardwaj https://www.earlyadoptr.ai/episodes/claude-code-vs-cowork-what-non-technical-founders-need-to-know-w-sean-bhardwaj https://www.earlyadoptr.ai/episodes/why-your-ai-keeps-forgetting-you-and-the-folder-that-fixes-it-w-rob-webster https://www.earlyadoptr.ai/episodes/vibe-coding-for-non-technical-founders-tools-models-and-how-to-start

What You'll Learn: What an agentic loop actually is, how it connects to AI agents and AI workflow automation more broadly How loops are from a basic prompt-and-response exchange or a standard automation The three types of loop The three things every loop needs to work Why a vague goal compounds quickly How to improve a loop over time Why cost and overbuilding are the biggest risks Where the human in the loop still sits

Timestamps: 00:50 Introduction and Personal Updates 07:36 What an Agentic Loop Is and Why It Powers Vibe Coding 11:01 The Three Things Every Loop Needs to Work 15:23 Scheduled, Event-Triggered, and Goal-Based: The Three Types of Loop 16:32 Loops vs Basic Automations 18:56 The Importance of Human In the Loop 20:43 Improving Your Loop Over Time 24:55 What loops look like in practice 30:52 What loops take off your plate 31:46 Where loops go wrong 36:46 The Importance of Oversight in Automation 37:43 Keeping Loops Simple and Effective 41:39 Practical Takeaways for Implementing Loops 45:11 News of the Week: ChatGPT 5.6 Models 47:05 What's next in the vibe coding series

Resources: https://www.lennysnewsletter.com/p/how-i-ai-how-to-write-ai-agent-loops https://haystack.deepset.ai/blog/context-engineering https://code.claude.com/docs/en/agent-sdk/agent-loop https://martinfowler.com/articles/exploring-gen-ai/humans-and-agents.html https://blogs.oracle.com/developers/what-is-the-ai-agent-loop-the-core-architecture-behind-autonomous-ai-systems https://arxiv.org/html/2607.01641v1 https://www.theverge.com/ai-artificial-intelligence/963464/openai-gpt-5-6-codex-chatgpt-work

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