---
title: "Discussion on \"\nStop Shipping Raw Customer Data to LLM APIs\n\" | Hashnode"
description: "Discussion on \"\nStop Shipping Raw Customer Data to LLM APIs\n\". A developer's guide to scrubbing prompts, logs, and RAG pipelines before the model ever sees them.\nThere's a bug in a lot of AI features that never shows up in a test suite. The feature works, the dem"
url: "https://hashnode.com/posts/stop-shipping-raw-customer-data-to-llm-apis/6abe2e83b6a4f11d04a04806"
---

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# [Stop Shipping Raw Customer Data to LLM APIs](https://questa-ai.hashnode.dev/stop-shipping-raw-customer-data-to-llm-apis?utm_source=hashnode&utm_medium=feed)

A developer's guide to scrubbing prompts, logs, and RAG pipelines before the model ever sees them. There's a bug in a lot of AI features that never shows up in a test suite. The feature works, the dem

Oct 1 · 9 min read · questa-ai.hashnode.dev  
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## Written by

[rom\_c](https://hashnode.com/@romc)

@romc · Wilmington, DE

  
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Rom C is a serial entrepreneur and angel investor with over 2 decades of experience in Google, Amazon, Amazon Web Services and founder in Health-Tech, Artificial Intelligence and Deep-Tech (GPUs). His projects run globally esp. catering to US, Germany, Luxembourg (home country) and India. You can reach him via his websites for projects at the contact us section Questa AI.

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