Just stop with the sarcasm, it doesnt belong here.
Most folks can disagree on things, and remain respectful. Have a glorious day =3
Polyglot projects are harder, but definitely not as hard as OS development in C.
The majority of companies doing web is doing "something plus Javascript".
And then if there's some AI in the mix, there's also almost always Python. Often maintained by a super small team.
What about apps? Java and Swift. The migration to Swift included a lot of Obj-C and Swift living side by side for a while. Same with some apps migrating to Kotlin.
Apps are in user space, and are often disposable-code after 18 months in most cases. Projects like https://quasar.dev/ offer iPhone/Android/iOS/MacOS/Win11 single code base auto-generated App publishing options, but most people never hear of it given a MacOS build host is required for coverage.
The talk pokes fun at the Ivory tower phenomena, and how small-firm logical assumptions halt-and-catch-fire at scale. =3
I think that you are handwaving away differences in runtime environments. All languages (almost) are Turing-conplete. Many of them, if used in the wrong context, will get you stuck in a Turing tarpit.
Languages succeed or fail on the strength of their runtimes. If you seriously think that mixed-code codebases are trash after 18 months, then I think I'm wasting my time - that statement is so fundamentally detached from reality that I don't even know how to start.
It is the statistical average for Android, but again it depends on the use-case situation. Apps are a saturated long-tail business that fragmented decades ago.
Python sits on top of layers of C++ wrappers for most ML libraries, and doesn't do the majority of the heavy computation in Python itself (that would be silly). Anyone dealing with the CUDA SDK for Pytorch installs can tell you how bad it is to setup due to versioning. That is why most projects simply give up to use a docker image to keep the poor design dependencies operational on a per project basis.
"then I think I'm wasting my time"
Than just let the community handle the hard part, and avoid having to figure it out yourself:
https://github.com/dambergn/ai-stack
I think you are confusing ML work with end users playing with other peoples algorithms.
Best of luck =3
Single-language codebases are the exception rather than the rule in a lot of industries, which includes apps and web. Ditto for operating systems: the Linux Kernel might be majorly C, but both Windows and Mac mix C and C++ in the kernel but a lot of userland is in C#, or a mix of Swift and Objective-C.
Probably conflating popularity with good design. The talk covers the financial incentives for naive code choices, and perceived job security in ivory towers.
It might work for you, but in general is bad for the firm long-term. Best of luck =)
And sorry but the other half of your message has nothing to do with what I wrote.
And indeed >52% of those Polyglot projects end up failing in more than one way, and are refactored or abandoned. I didn't like that the talk rips on Elixir/Phoenix either, but factually his insights were not inaccurate.
On average it takes around 2 to 3 years to understand why... As it takes time to see why Tacit knowledge is often ephemeral. Tantalizing bad ideas reverberate on the web, and the naive recycle them like facts. YMMV and it usually doesn't matter if you have under 38k concurrent users... and spend $3m/month in transfer fees to AWS. Perhaps your part of the world works differently than mine. =3
https://en.wikipedia.org/wiki/List_of_Google_products#Discon...
"definitely not as hard as OS development in C"
Depends what you are doing, as complexity is often a sign of poor communication.
https://en.wikipedia.org/wiki/Conway%27s_law
The talk pokes fun at the excuses folks make when kludging something they intended to replace later. =3
Complexity is a consequence of dealing with the real world. An OS talks to hardware, which might have errata or just straight up random faults.
Indeed, on average 52% of all IT projects at any firm end up failing, or were never used as designed. What exactly does a glorified marketing company have to do with successful OS design? The internal Android OS they planned to replace Linux with was canceled too. "All software is terrible, but some of it is useful" =3
Have a good day!
So you think they publish free services out of charity? Perhaps the technology business is not for you...
Best of luck =3