---
title: "Discussion on \"Testing AI Hallucinations in LLM-Backed APIs: A Framework Nobody Has Defined Yet\" | Hashnode"
description: "Discussion on \"Testing AI Hallucinations in LLM-Backed APIs: A Framework Nobody Has Defined Yet\". Stop vibe-checking AI. Learn the 4 layer testing pyramid and the evaluation taxonomy required to detect LLM hallucinations and secure RAG pipelines"
url: "https://hashnode.com/posts/testing-ai-hallucinations-in-llm-backed-apis-a-framework-nobody-has-defined-yet/69f25e306e0124c05e53a4eb"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Testing AI Hallucinations in LLM-Backed APIs: A Framework Nobody Has Defined Yet](https://nishant-singh.hashnode.dev/testing-ai-hallucinations-in-llm-backed-apis-a-framework-nobody-has-defined-yet?utm_source=hashnode&utm_medium=feed)

Stop vibe-checking AI. Learn the 4 layer testing pyramid and the evaluation taxonomy required to detect LLM hallucinations and secure RAG pipelines

Apr 29 · 59 min read · nishant-singh.hashnode.dev  
Read the article

-   [#llmtesting](https://hashnode.com/tag/llmtesting)
-   [#llm-testing](https://hashnode.com/tag/llm-testing)
-   [#ai-testing](https://hashnode.com/tag/ai-testing)
-   [#hallucinations](https://hashnode.com/tag/hallucinations)
-   [#quality-engineering](https://hashnode.com/tag/quality-engineering)
-   [#sdet](https://hashnode.com/tag/sdet)
-   [#genai](https://hashnode.com/tag/genai)
-   [#rag](https://hashnode.com/tag/rag)
-   [#promptengineering](https://hashnode.com/tag/promptengineering)
-   [#mlops](https://hashnode.com/tag/mlops)
-   [#devops](https://hashnode.com/tag/devops)
-   [#software-testing](https://hashnode.com/tag/software-testing)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)
-   [#llmops](https://hashnode.com/tag/llmops)
-   [#shiftlefttesting](https://hashnode.com/tag/shiftlefttesting)
-   [#test-automation](https://hashnode.com/tag/test-automation)

## Written by

[Nishant Singh](https://hashnode.com/@nishant-singh)

@nishant-singh

  
[View profile](https://hashnode.com/@nishant-singh)

## Responses

Markdown supported · ⌘↵ to post

No responses yet.