Each Fix to My Classification Prompt Exposed the Next Problem

Description and use

<p>This comes from my first n8n project with an LLM in it: an intake classifier for an automation agency. It's a practice brief, so the agency and the client are fictional, and I built it with an AI collaborator. The workflow and my full process notes are in the <a href="https://github.com/Tarek-Elzoghby/client-intake-classifier" rel="noopener noreferrer">GitHub repo</a>.</p> <p>A client fills in a form, Gemini reads the project description through a Basic LLM Chain with a structured output parser, and the submission gets sorted into a category that decides which emails go out and what gets lo

Problem

<p>This comes from my first n8n project with an LLM in it: an intake classifier for an automation agency. It's a practice brief, so the agency and the client are fictional, and I built it with an AI collaborator. The workflow and my full process notes are in the <a href="https://github.com/Tarek-Elzoghby/client-intake-classifier" rel="noopener noreferrer">GitHub repo</a>.</p> <p>A client fills in a form, Gemini reads the project description through a Basic LLM Chain with a structured output parser, and the submission gets sorted into a category that decides which emails go out and what gets lo

Outcome

<p>This comes from my first n8n project with an LLM in it: an intake classifier for an automation agency. It's a practice brief, so the agency and the client are fictional, and I built it with an AI collaborator. The workflow and my full process notes are in the <a href="https://github.com/Tarek-Elzoghby/client-intake-classifier" rel="noopener noreferrer">GitHub repo</a>.</p> <p>A client fills in a form, Gemini reads the project description through a Basic LLM Chain with a structured output parser, and the submission gets sorted into a category that decides which emails go out and what gets lo

Evidence

Each Fix to My Classification Prompt Exposed the Next Problem

Source