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# Developers Use AI for Hours a Day but Only 7 Percent Trust It With Big Calls
- URL: https://www.betteratcoding.com/developers-use-ai-for-hours-a-day-but-only-7-percent-trust-it-with-big-calls/
- Published: 2026-10-13T11:06:40.000Z
- Updated: 2026-10-13T11:06:40.000Z
- Author: Zacarias Ripoll Cid

Developers are spending a lot of their day with AI. They just do not trust it much. That is the short version of Stack Overflow's latest survey, as reported by The Register.

The survey got 30,903 responses from developers and technologists in 169 countries. Among the 10,926 daily AI users who answered the time question, about 80 percent said they use AI tools for at least an hour a day. Nearly a third of daily users spend four hours or more of their working day with it.

## Heavy use, low trust

Here is the part I find most honest. Only about 7 percent of developers said they trust AI output for important work decisions. Forty-eight percent trust it when they can easily verify the result. And 79 percent said source attribution is important or very important when deciding whether to trust an AI-generated technical answer.

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That matches how most of us actually work. You let the assistant write the boring part, then you read every line before it ships.

Stack Overflow CEO Prashanth Chandrasekar framed that doubt as a feature. "As AI agents become rapidly more autonomous, that skepticism now acts as a critical safeguard," he said. He added that "trust is not a given when it comes to developers; it is earned through transparency, source attribution, and rich technical context."

## What people are using

Coding assistants or coding agents are used by 66 percent of respondents. General chat tools are used by 63 percent. Automated agent workflows come in at 26 percent. Seventeen percent said they do not use AI tools at all.

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The survey also found that 52 percent learned a new coding skill or language this year. AI code generation tools were among the most common ways people learned, behind technical documentation.

## The convenient finding

The Register makes a fair point. Stack Overflow has a stake in that 79 percent attribution number. In early 2024 it launched OverflowAPI, which sells paid access to its Q&A content and requires AI providers to credit relevant posts. A couple of months later, users pushed back hard against its deal with OpenAI, which let OpenAI train on 15 years of community answers. Some users said they would rather delete their posts than feed the models.

So a survey from Stack Overflow saying developers want sources is useful for Stack Overflow. That does not make it wrong. I want sources too. When an agent hands me a fix, the first thing I want to know is where the idea came from, so I can check it fast. Tools that show their work will win the trust that the other 93 percent are still holding back.