2,176 karma · joined March 18, 2013
This has been true forever. Nothing more needs to be said. Please, avoid Python.
On the other hand, I’ve never had issues with Python performance, in 20 years of using it, for all the reasons that have been beaten to death.
It’s great that some people want to do some crazy stuff to CPython, but honestly, don’t hold your breath. Please don’t use Python if Python interpreter performance is your top concern.
There’s already data for all of this: SSURGO soil maps, vegetation indices, climatology datasets, and more — that could help you find the “most something” in a given radius. But there are too many variables for a single AI to guess your intent. That’s not how people who actually farm, conserve, or monitor land tend to search; they start from a goal and combine the relevant data layers accordingly.
In fact, crop-specific fertility maps have existed for decades, based on soil and climate averages, and they’re still good enough for most practical uses today.
* PEP 779: Free-threaded Python is officially supported
* PEP 649: The evaluation of annotations is now deferred, improving the semantics of using annotations.
* PEP 750: Template string literals (t-strings) for custom string processing, using the familiar syntax of f-strings.
* PEP 734: Multiple interpreters in the stdlib.
* PEP 784: A new module compression.zstd providing support for the Zstandard compression algorithm.
* PEP 758: except and except* expressions may now omit the brackets.
Syntax highlighting in PyREPL, and support for color in unittest, argparse, json and calendar CLIs.
* PEP 768: A zero-overhead external debugger interface for CPython.
UUID versions 6-8 are now supported by the uuid module, and generation of versions 3-5 are up to 40% faster.
* PEP 765: Disallow return/break/continue that exit a finally block.
* PEP 741: An improved C API for configuring Python.
A new type of interpreter. For certain newer compilers, this interpreter provides significantly better performance. Opt-in for now, requires building from source.
Improved error messages.
Builtin implementation of HMAC with formally verified code from the HACL* project.
A new command-line interface to inspect running Python processes using asynchronous tasks.
The pdb module now supports remote attaching to a running Python process.
More details: https://docs.python.org/3.14/whatsnew/3.14.html
I don't know what you're picturing, but I promise you, I am not being hysterical, I'm just annoyed. I feel like, when you "its hysterical", you think my mouth is foaming, my face is red, my heart rate is above average... It's definitely not. I'm just looking at CPU benchmarks and Windows ARM compatibility discussions. Honestly, it's kind of fun to have a reason to switch. I used to run hackintoshes, because Apple hardware was overpriced. But now, unfortunately, it is the other way around, and running Windows on M4 seems impossible.
Anyway, I don't think it's a huge deal, but it is definitely a straw that can break many peoples backs in terms of their preferred development environment. I know many people who have switched to Linux from the previous releases too. Un-hysterically, also.
Potential alternatives I've found:
* astro
* remix
* back to react-router... and there were multiple back when I used it! :(
Now, if you actually need to decouple your file storage and make it durable and scalable, or need to dynamically create subdomains, or any number of other things… The effort of learning and integrating different dedicated services at the infrastructure level to run all this seems much more constraining.
I’ve been doing this since before the “Cloud,” and in my view, if you have a project that makes money, cloud costs are a worthwhile investment that will be the last thing that constrains your project. If cloud costs feel too constraining for your project, then perhaps it’s more of a hobby than a business—at least in my experience.
Just thinking about maintaining multiple cluster filesystems and disk arrays—it’s just not what I would want to be doing with most companies’ resources or my time. Maybe it’s like the difference between folks who prefer Arch and setting up Emacs just right, versus those happy with a MacBook. If I felt like changing my kernel scheduler was a constraint, I might recommend Arch; but otherwise, I recommend a MacBook. :)
On the flip side, I’ve also tried to turn a startup idea into a profitable project with no budget, where raw throughput was integral to the idea. In that situation, a dedicated server was absolutely the right choice, saving us thousands of dollars. But the idea did not pan out. If we had gotten more traction, I suspect we would have just vertically scaled for a while. But it’s unusual.
That's a big assumption. Yeah, take out all the H1b immigrant that came to this country since 1985, what do you think the US economy looks like, filled exclusively with Americans? Where do you think US economy would be? Where do you think the Silicon Vally would be now? Do you think US and Americans would be better off? Do you think that the economic input of the immigrants is net negative?
I don't think you need to answer. I think you've already said no, these workers, and their contibutions are net negative. I just don't see how that makes any sense, given they're clearly a big part of the economy.
Immigration in USA has multiple components, but it seems to be you're undervaluing the amount of opportunistic intellectual workers, who come here to participate in high level education, and entrepreneurial capitalism. But, here are the numbers across multiple sources (thx GPT):
- High-skilled (H-1B + EB green cards + PhD retention): ~200–300k annually.
- Low-wage (H-2A + H-2B + others): ~500k+ legally, probably >700k when including unauthorized inflows.
As an immigrant to USA, living here for 20 years, you're unequivocally wrong about this point. There is an American culture, and cult of "American dream". There are English as a Second Language programs, job integration programs, classes at every language of educations, rules and traditions for immigrant flow. The police, governments, and citizens of USA all know this is a country of immigrants and all have respect for immigrants, even if there is an "illegal" immigrant backlash right now. The threat of violence coming from political extremes absolutely does not represent the majority of people every day interactions.
In sum, American integration does exist, and I have first hand and second hand data to prove it. I'm not an expert on your other points, and I think you're trying to prove the sky is not blue, but genuinely, good luck.
I recently found it much more valuable, and why I am now preferring GPT-5 over Sonnet 4, is that if I start asking it to give me different architectural choices, its really quite good at summarizing trade-offs and and offering step-by-step navigation towards problem solving. I am liking this process a lot more than trying to "one shot" or getting tons of code completely rewritten, thats unrelated to what I am really asking for. This seems to be a really bad problem with Opus 4.1 Thinking or even Sonnet Thinking. I don't think it's accurate, to rate models on "one-shoting" a problem. Rate it on, how easy it is to work with, as an assistant.