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Friday, February 6, 2026

Is It Nonetheless Value Studying Coding within the Age of AI?



This text is crossposted from IEEE Spectrum’s careers e-newsletter. Join now to get insider ideas, skilled recommendation, and sensible methods, written in partnership with tech profession improvement firm Taro and delivered to your inbox free of charge!

Cursor, the AI-native code editor, not too long ago reported that it writes practically a billion traces of code day by day. That’s one billion traces of production-grade code accepted by customers each single day. If we generously assume {that a} robust engineer writes a thousand traces of code in a day, Cursor is doing the equal work of a million builders. (For context, whereas working at Pinterest and Meta, I’d sometimes write lower than 100 traces of code per day.)

There are solely about 25 million software program builders worldwide! Naively, it seems that Cursor is making a significant share of coders out of date.

This begs the query: Is it even price studying to code anymore?

The reply is a convincing “sure.” The above fear-based evaluation of Cursor misses a number of necessary factors.

First, the demand for software program is insatiable. Getting a pc to observe our directions correctly (i.e., coding) is economically extremely priceless. Nevertheless, for many years now, the variety of folks with the specialised ability to speak with computer systems has been restricted. If AI instruments allow us to write extra practical code, many extra folks, corporations, and industries will profit. As Marc Andreesen famously alluded to in his 2011 essay “Why Software program Is Consuming the World,” the demand for software program is elastic. As software program turns into cheaper, we see a disproportionately giant enhance in demand.

There’s no such factor as ending a software program undertaking. People are superb at demanding extra services and products, and software program will inevitably play a task in that future.

One other vital remark is that AI-assisted code is just a continuation of the evolution of software program improvement. Within the Seventies, we used to program with punch playing cards. Then we began writing low-level code with a keyboard. Then we shifted to higher-level languages. Every successive period noticed giant will increase within the variety of software program engineers whereas concurrently bettering the productiveness of every particular person. We’ve seen this storyline earlier than: AI is simply one other instrument to offer us superpowers.

Coding instruments like Cursor or Devin are much less about changing software program engineers than they’re about rising the variety of software program engineers. Going ahead, writing code received’t be restricted to these with a selected title; everybody together with legal professionals, accountants, and medical doctors will develop software program. Cursor received’t exchange the 25 million software program engineers now we have at this time. As an alternative, it is going to create thousands and thousands extra.

—Rahul

IEEE Spectrum’s annual rating of the prime programming languages is right here—and it is likely to be the final. Coders at the moment are turning away from lots of the public expressions of curiosity in numerous languages (like Google searches and Stack Change queries), which have served as key metrics for the rating since 2013. What does the transfer towards AI coding instruments imply for the way forward for programming and the way we observe the coding panorama?

Learn extra right here.

Additionally within the realm of how AI is affecting programming: The Stanford Digital Economic system Lab has launched a report discovering early proof that employment has taken successful for younger staff within the occupations that use generative AI essentially the most, together with software program engineering. The report used knowledge from the biggest payroll supplier within the United States, ADP, to realize up-to-date employment and incomes knowledge for thousands and thousands of staff.

Learn extra right here.

The Trump administration not too long ago issued an government order including a $100,000 price to new H-1B visa petitions. Main tech companies like Amazon are among the many largest H-1B employers, however some larger schooling positions might also be affected. Inside Greater Ed stories on which establishments have essentially the most of those visas and the way they evaluate to different industries.

Learn extra right here.

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