Developers say AI coding tools work—and that's precisely what worries them

January 31, 2026
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Developers say AI coding tools work—and that's precisely what worries them

Here's something that caught my attention — developers are saying AI coding tools actually work. And honestly, that’s exactly what’s causing some concern. According to Benj Edwards at Ars Technica, tools like Anthropic's Claude Code and OpenAI's Codex can now whip up entire applications from just a simple text prompt. They can write code, run tests, even fix bugs, sometimes working for hours with minimal human input. But here’s where it gets interesting — many developers, like David Hagerty, are skeptical about the hype. Hagerty points out that while these tools are revolutionary, they’re not magic — they won’t replace the creativity of a great programmer anytime soon. Still, the fact that these tools actually work as promised is stirring debate. Are we on the brink of a new era, or is this just industry hype? As Benj Edwards highlights, the real concern isn’t just how well they work, but what that means for the future of software development — and whether we’re ready for it.

Software developers have spent the past two years watching AI coding tools evolve from advanced autocomplete into something that can, in some cases, build entire applications from a text prompt. Tools like Anthropic's Claude Code and OpenAI's Codex can now work on software projects for hours at a time, writing code, running tests, and, with human supervision, fixing bugs. OpenAI says it now uses Codex to build Codex itself, and the company recently published technical details about how the tool works under the hood. It has caused many to wonder: Is this just more AI industry hype, or are things actually different this time?

To find out, Ars reached out to several professional developers on Bluesky to ask how they feel about these tools in practice, and the responses revealed a workforce that largely agrees the technology works, but remains divided on whether that's entirely good news. It's a small sample size that was self-selected by those who wanted to participate, but their views are still instructive as working professionals in the space.

David Hagerty, a developer who works on point-of-sale systems, told Ars Technica up front that he is skeptical of the marketing. "All of the AI companies are hyping up the capabilities so much," he said. "Don't get me wrong—LLMs are revolutionary and will have an immense impact, but don't expect them to ever write the next great American novel or anything. It's not how they work."

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Audio Transcript

Software developers have spent the past two years watching AI coding tools evolve from advanced autocomplete into something that can, in some cases, build entire applications from a text prompt. Tools like Anthropic's Claude Code and OpenAI's Codex can now work on software projects for hours at a time, writing code, running tests, and, with human supervision, fixing bugs. OpenAI says it now uses Codex to build Codex itself, and the company recently published technical details about how the tool works under the hood. It has caused many to wonder: Is this just more AI industry hype, or are things actually different this time?

To find out, Ars reached out to several professional developers on Bluesky to ask how they feel about these tools in practice, and the responses revealed a workforce that largely agrees the technology works, but remains divided on whether that's entirely good news. It's a small sample size that was self-selected by those who wanted to participate, but their views are still instructive as working professionals in the space.

David Hagerty, a developer who works on point-of-sale systems, told Ars Technica up front that he is skeptical of the marketing. "All of the AI companies are hyping up the capabilities so much," he said. "Don't get me wrong—LLMs are revolutionary and will have an immense impact, but don't expect them to ever write the next great American novel or anything. It's not how they work."

Read full article

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Developers say AI coding tools work—and that's precisely what worries them | Speasy