# How AI Changes the Cost of Evaluating Small Code Changes

DevFeed: [How AI Changes the Cost of Evaluating Small Code Changes](<https://devfeed.tech/articles/the-cost-of-saying-yes-has-changed-19851.md>)

Original publisher: [Read original article](<https://github.blog/engineering/the-cost-of-saying-yes-has-changed/>)

Author: Dalia Abuadas

Published: 2026-07-17T16:46:47Z

Content type: opinion

Language: en

Sources: [GitHub](<https://devfeed.tech/sources/github.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [GitHub Copilot](<https://devfeed.tech/topics/github-copilot.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [career-growth](<https://devfeed.tech/tags/career-growth.md>), [code](<https://devfeed.tech/tags/code.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [copilot](<https://devfeed.tech/tags/copilot.md>), [developer-skills](<https://devfeed.tech/tags/developer-skills.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [github](<https://devfeed.tech/tags/github.md>), [writing-code](<https://devfeed.tech/tags/writing-code.md>)

## AI overview

This commentary argues that AI-generated first patches can make trying small code changes cheaper than debating their scope. Engineers should use the patch as a probe to inspect real impact, while recognizing that reviewing, testing, deploying, and owning the change remain costly.

## Source excerpt

The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The cost of saying yes has changed appeared first on The GitHub Blog.