Developers Refuse to Work Without AI — and It May Hurt Them

In 2026, researchers found that it’s impossible to take away AI-powered coding tools from developers.

While AI undoubtedly helps programmers create code faster, other researchers warn that this may not lead to higher-quality code, which could cause problems in the future.

Refusing to Work Without AI

In February 2026, the reputable research center METR published a surprising discovery: most developers refuse to work even on a limited number of tasks without AI.

METR had hoped to update a previous study on AI-powered coding performance, published in 2025. In it, researchers measured how much time developers spent on tasks manually and with AI.

Although developers reported that AI boosted their productivity, they were surprised to find that it actually slowed them down. While AI generates code faster, developers spend extra time searching for and fixing errors, managing AI, and waiting for tasks to complete.

Self-Assessment of Productivity

When METR tried to replicate the experiment to measure progress in AI and developer skills, they encountered a problem.

Developers refused to participate “because they don’t want to work without AI,” even just for research.

Instead, METR published a survey in May, which allowed technical staff to self-report their productivity gains thanks to AI. Not surprisingly, they perceived AI as making them twice as valuable to their organizations.

Doubts About Self-Assessment

However, recent publications about the high costs of so-called “tokenmaxxing” and some recent studies raise doubts about such self-assessments.

“Tokenmaxxing,” or using token count as a proxy for AI performance, was a 2026 trend so far. And it may have already peaked.

Amazon shut down its internal ranking list called Kirorank after employees started using it by excessively using AI agents and increasing costs.

AI Usage Takeaways

Uber exhausted its AI budget in 2026 within the first four months of the year. COO Andrew Macdonald recently stated in a podcast that such expenses did not lead to a measurable increase in projects or productivity.

AI-generated code also does not necessarily reduce the need for ongoing code maintenance and may even increase it.

Solution

So what’s the solution?

Those who want to sell you AI-powered coding agents say developers can simply use AI coding agents to perform tedious code-fixing tasks as quickly as AI generates it.

But even he acknowledges that while Devin can work independently, he would rate his skills between junior and mid-level programmer, depending on the task.

Conclusions

Researchers from a reputable university of management in Singapore published a report in April, warning that “AI-generated code can introduce long-term maintenance costs in real software projects.”

Given that programmers love their AI assistants, what’s the solution?

Those who want to sell you AI-powered coding agents say developers can simply use AI-powered coding agents.

What’s Next

If you want to learn more about using AI in development and how it may affect your job, we recommend checking out the latest research in the field.

Also, stay tuned for news on AI developments and its use in various industries.

And remember: using AI should be smart and efficient, not mindless and costly.