# AI Agents in Data Engineering: What Actually Works in Production

DevFeed: [AI Agents in Data Engineering: What Actually Works in Production](<https://devfeed.tech/articles/ai-agents-in-data-engineering-what-actually-works-in-production-50804.md>)

Original publisher: [Read original article](<https://www.sitepoint.com/ai-agents-in-data-engineering-what-actually-works-in-production/>)

Author: SitePoint Team

Published: 2026-08-21T18:14:42Z

Content type: tutorial

Language: en

Sources: [SitePoint](<https://devfeed.tech/sources/sitepoint.md>)

Topics: [data-engineering](<https://devfeed.tech/topics/data-engineering.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Data pipelines](<https://devfeed.tech/topics/data-pipelines.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [automation](<https://devfeed.tech/tags/automation.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data-engineering](<https://devfeed.tech/tags/data-engineering.md>), [devops](<https://devfeed.tech/tags/devops.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [python](<https://devfeed.tech/tags/python.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

## AI overview

This article examines how AI agents can support data engineering in production by handling repetitive pipeline-failure triage and related tasks. It defines an agent as a system that observes state, selects tools, takes actions, evaluates results, and works toward a goal within set limits.

## Source excerpt

null Continue reading AI Agents in Data Engineering: What Actually Works in Production on SitePoint.