---
title: "Comment by Julian Neagu on \"Observability That Thinks: AI for Pipeline Monitoring\" | Hashnode"
description: "I like the focus on simple models first. Most teams don't need something complex. Better signals and fewer noisy alerts already solve a big problem."
url: "https://hashnode.com/posts/ai-pipeline-observability-databricks/6a6b0cc2003aaae589fc7b02/comment/6a6c672fe06c8a3a5ef9f9b0"
---

[Discussion](https://hashnode.com/posts/ai-pipeline-observability-databricks/6a6b0cc2003aaae589fc7b02)

Comment [Observability That Thinks: AI for Pipeline Monitoring](https://hashnode.com/posts/ai-pipeline-observability-databricks/6a6b0cc2003aaae589fc7b02)

[Julian Neagu](https://hashnode.com/@julianneagulab)

[Jul 31](https://hashnode.com/posts/ai-pipeline-observability-databricks/6a6b0cc2003aaae589fc7b02/comment/6a6c672fe06c8a3a5ef9f9b0)

I like the focus on simple models first. Most teams don't need something complex. Better signals and fewer noisy alerts already solve a big problem.