---
title: "Discussion on \"Stop Chatting with AI. Start Loops (Ralph Driven Development)\" | Hashnode"
description: "Discussion on \"Stop Chatting with AI. Start Loops (Ralph Driven Development)\". Typing is a high-friction activity that forces you to filter out \"secondary\" context. That lost context is usually what causes agent hallucinations.\nMy stack focuses on high-speed context dumping and stateless execution loops.\nThe Stack\n\nhandy.comput..."
url: "https://hashnode.com/posts/stop-chatting-with-ai-start-loops-ralph-driven-development/69546890136bb54a1d42f356"
---

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# [Stop Chatting with AI. Start Loops (Ralph Driven Development)](https://lukeparker.dev/stop-chatting-with-ai-start-loops-ralph-driven-development?utm_source=hashnode&utm_medium=feed)

Typing is a high-friction activity that forces you to filter out "secondary" context. That lost context is usually what causes agent hallucinations. My stack focuses on high-speed context dumping and stateless execution loops. The Stack handy.comput...

Dec 31, 2025 · 4 min read · lukeparker.dev  
Updated Jan 3  
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[Luke Parker](https://hashnode.com/@hona)

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