Human input needed: take our survey on AI agents

TL;DR · AI 摘要
Stack Overflow 发起一项关于 AI Agent 使用情况的调研,旨在了解开发者在工作中对 AI 自动化的依赖程度。
核心要点
- 31% 的开发者在 2025 年已使用 AI Agent 辅助开发
- AI Agent 正从代码补全转向承担完整开发任务
- 调研聚焦开发者对 AI Agent 的监督模式与实际收益
Human input needed: take our survey on AI agents - Stack Overflow
[](https://stackoverflow.com/)[](http://stackoverflow.blog/feed)[](https://stackoverflow.com/users/email/settings/current)
**Stack Internal**: the knowledge intelligence layer that powers enterprise AI.**Stack Data Licensing**:decades of verified, technical knowledge to boost AI performance and trust.**Stack Ads**: engage developers where it matters — in their daily workflow.
April 15, 2026
Human input needed: take our survey on AI agents
Are you still "human-in-the-loop," or have you moved to "human-on-the-loop," overseeing a bot that’s doing the driving?

AI agents are everywhere. Last June, 31% of you said you were using them. Since then, they’ve graduated from auto-completing snippets to handling the heavy lifting, sometimes even building entire software tools from the ground up. In fact, research shows that PRs handled by agents and humans together often have better testing than those done by humans alone. We’re not hurt; we’re just taking notes.
The way we work is changing. You’re moving from being the person who writes every line to the one who edits and governs the output. We want to know where you sit on the spectrum of autonomy. Are you still "human-in-the-loop," or have you moved to "human-on-the-loop," overseeing a bot that’s doing the driving?
As part of our research into how software engineers work, we’re fielding a new survey on agent use in the workplace. We’ve asked about AI use, but the way AI works with us has changed, so we want to know if your work has changed too. Do you let agents run autonomously? Do you pay per token or flat rates? Most importantly, are agents helping?
Chime in and help us define the new limits of responsibility. It only takes a few minutes, and unlike your agent, we won’t try to refactor your entire codebase while you’re at it.
This survey will be open until April 30. In May we’ll share the results.
Author s
Erin Yepis Staff Ryan Donovan Staff 
Recent articles
April 15, 2026# Why AI hasn't replaced human expertise—and what that means for your SaaS stack
April 9, 2026# Gen Z needs a knowledge base (and so do you)
April 2, 2026# What the AI trust gap means for enterprise SaaS
March 26, 2026# Building shared coding guidelines for AI (and people too)
Latest Podcast
April 14, 2026# Who needs VCs when you have friends like these?
Add to the discussion
Login with your stackoverflow.com account to take part in the discussion.
Our Stack
Company
Support
- Contact
- Stack Overflow help
- Stack Internal help
- Terms
- Privacy policy
- Cookie policy
- Your Privacy Choices
Elsewhere
- Blog
- Dev Newsletter
- Podcast
- Releases
- [Dev Survey](https://survey.stackoverflow.co/ "Annual Developer Survey")
Site design / logo © 2026 Stack Exchange Inc.
Light Dark Auto
[](https://linkedin.com/company/stack-overflow/ "LinkedIn")[](https://x.com/stackoverflow/ "Twitter/X")[](https://www.threads.net/@thestackoverflow "Threads")[](https://www.instagram.com/thestackoverflow/ "Instagram")[](https://www.youtube.com/c/StackOverflowOfficial "YouTube")
By clicking “Accept all cookies”, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy.
Accept all Necessary cookies only
Customize settings

Cookie consent preference center
When you visit any of our websites, it may store or retrieve information on your browser, mostly in the form of cookies. This information might be about you, your preferences or your device and is mostly used to make the site work as you expect it to. The information does not usually directly identify you, but it can give you a more personalized web experience. Because we respect your right to privacy, you can choose not to allow some types of cookies. Click on the different category headings to find out more and manage your preferences. Please note, blocking some types of cookies may impact your experience of the site and the services we are able to offer.
Accept all cookies
Manage consent preferences
#### Strictly Necessary Cookies
Always Active
These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store any personally identifiable information.
#### Functional Cookies
- [x] Functional Cookies
These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.
#### Targeting Cookies
- [x] Targeting Cookies
These cookies are used to make advertising messages more relevant to you and may be set through our site by us or by our advertising partners. They may be used to build a profile of your interests and show you relevant advertising on our site or on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device.
#### Performance Cookies
- [x] Performance Cookies
These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance.
Cookie List
Clear
- - [x] checkbox label label
Apply Cancel
Consent Leg.Interest
- [x] checkbox label label
- [x] checkbox label label
- [x] checkbox label label
Necessary cookies only Confirm my choices