[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![omarsar0 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3448284313.png) elvis [@omarsar0](/creator/twitter/omarsar0) on x 255.7K followers
Created: 2025-07-20 18:15:20 UTC

Assisted Remediation

Categorization of LLM-enabled assisted remediation tasks in AIOps by increasing levels of automation.

Tasks range from assisted questioning to mitigation solution generation, command recommendation, script generation, and finally, automatic execution.

This highlights how LLMs progressively reduce human intervention in operational workflows.

![](https://pbs.twimg.com/media/GwUfybAa4AAbW1y.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946997367439499348/c:line.svg)

**Related Topics**
[automation](/topic/automation)
[elvis](/topic/elvis)

[Post Link](https://x.com/omarsar0/status/1946997367439499348)