5 Big Application Improvement Traits of 2022

As opposed with other sections of the IT sector, computer software advancement isn’t really a location in which radically new trends surface very routinely. After all, most of the programming tactics and tools that builders use nowadays have been in location for yrs, if not a long time. That consists of even newish methods like DevOps and microservices, both of those of which have been around for much more than 10 decades at this position.

That doesn’t indicate, nonetheless, that the program growth ecosystem has not found its share of important changes above the past 12 months. It would be an overstatement to say that the growth sector has been absolutely upended, but essential new trends did emerge or solidify about the course of 2022.

This article appears to be at 5 application enhancement trends to emphasize how computer software enhancement is altering, even if the adjustments are from time to time really hard to discover.

AI-Assisted Coding

Possibly the only computer software advancement craze that was tough not to discover in 2022 was the increasing adoption of AI-assisted coding tools, which mechanically deliver or advise resource code utilizing AI.

Related: What Is AI-Assisted Coding, and Really should You Use It?

These styles of tools have been all over for a little whilst for instance, IntelliCode, an AI-assisted answer for Visible Studio, was declared in 2017. But the general availability of GitHub Copilot in 2022 arguably represented a watershed instant since it designed AI-assisted coding conveniently accessible to any developer who takes advantage of GitHub — which is to say, practically just about every developer.


You could argue that AI-assisted coding is just the following evolutionary phase in small-code development, which has a very long record. But I’d argue that it signifies a essentially new paradigm mainly because AI-assisted coding tends to make it achievable to create initial code, alternatively than sew jointly prebaked code modules in the way that minimal-code tools do.

In that perception, I suspect that AI-assisted coding will flip out to be a person of the most important software program advancement developments not just of 2022, but of the 2020s in basic.

Rethinking Open Source Licenses

A associated computer software progress craze that appeared in 2022 will involve new thoughts about irrespective of whether AI-generated code might violate software licenses.

Those concerns arose since some individuals have argued that options like GitHub Copilot, which rely on AI algorithms educated applying publicly out there open up supply code, violate the licensing phrases of that code.

So far, at minimum one particular lawsuit has been filed about this problem, and it stays to be viewed how the court docket will interpret these claims. But the likelihood that AI tools could complicate program licensing means builders have nevertheless a further compliance challenge to assume about when they publish code.

The Decrease of PHP

PHP has been in a sluggish decrease for many years. But as of late 2022, it is just barely component of the leading 10 most popular programming languages, as measured by the TIOBE Index. That means 2022 — or, quite possibly, early 2023 — could develop into the instant exactly where PHP lastly falls out of the major ranks.

It is really difficult to envision PHP likely away solely, considering the fact that important platforms like WordPress are prepared in it. But presented how immensely preferred PHP at the time was, but no for a longer time is, the language’s continual drop is one of the extra notable computer software improvement traits of the moment.

The Increase of Rust

Whilst PHP has been in decline, one more language — Rust — has found a surge of adoption.

Rust has existed considering the fact that 2014, but it climbed into the leading 20 languages on the TIOBE Index for the to start with time in 2022. The language’s momentum reflects Rust’s “exclusive blend of velocity and protection,” as the TIOBE maintainers put it.

There’s a possibility that Rust’s acceptance boom could show non permanent, but I suspect it really is a lasting development in a environment where by controlling cybersecurity threats is a paramount problem for virtually each individual organization.


The Shift-Still left Pushback

2022 may well also conclude up remaining recognized in retrospect as the 12 months wherever builders at last became fed up with the “shift-still left” paradigm.

Change-still left encourages processes like screening and protection to start out as early as doable in the program shipping and delivery lifecycle. That is very good in some techniques, but it can have the effect of requiring developers to do more get the job done, due to the fact they have to take part in operations that were being earlier taken care of by other groups (like QA and security engineers).

Connected: How to Protect against Shift-Still left Solution From Producing Developers’ Jobs More challenging

For that rationale — and the simple fact that change-left initiatives are often vaguely described — proof has been mounting that some builders are cautious of the shift-left push. Shift-remaining might endure as a buzzword, but it will be increasingly tricky to offer to builders.


If you considered there was not much new taking place in the planet of program improvement, believe once again. Flashy improvements may perhaps be rare (even though AI-assisted programming is arguably just one these types of innovation), but in a lot more delicate means, traits like shifts in the level of popularity of crucial programming languages and a developing wariness towards shift-still left growth tactics reshaped the way coders labored in 2022 — and they are very likely to go on executing so into the new year.

About the writer

Christopher Tozzi is a know-how analyst with subject matter matter know-how in cloud computing, application progress, open up source computer software, virtualization, containers and a lot more. He also lectures at a main college in the Albany, New York, spot. His e-book, “For Pleasurable and Earnings: A Heritage of the Totally free and Open Resource Program Revolution,” was released by MIT Push.