# Use AI for investigation, review, and QA reports while keeping architecture and ownership with humans

DevFeed: [Use AI for investigation, review, and QA reports while keeping architecture and ownership with humans](<https://devfeed.tech/articles/stop-using-ai-as-a-chat-box-28476.md>)

Original publisher: [Read original article](<https://strategizeyourcareer.com/p/one-config-bug-changed-my-ai-workflow>)

Author: Fran Soto

Published: 2026-06-28T04:00:39Z

Content type: opinion

Language: en

Sources: [Strategize Your Career](<https://devfeed.tech/sources/strategize-your-career.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [qa](<https://devfeed.tech/tags/qa.md>), [reports](<https://devfeed.tech/tags/reports.md>), [review](<https://devfeed.tech/tags/review.md>)

## AI overview

The article argues that AI should support investigation, review, and QA reporting, while humans retain responsibility for architecture, product risk, and ownership.

## Source excerpt

Use AI for investigation, review, and QA reports, while keeping architecture, product risk, and ownership with the human.