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Anthropic signs a $200mm deal with the Department of Defense

https://www.anthropic.com/news/anthropic-and-the-department-of-defense-to-advance-responsible-ai-in-defense-operations
30•wavelander•21m ago•24 comments

LIGO Detects Most Massive Black Hole Merger to Date

https://www.caltech.edu/about/news/ligo-detects-most-massive-black-hole-merger-to-date
38•Eduard•52m ago•14 comments

Cognition (Devin AI) to Acquire Windsurf

https://cognition.ai/blog/windsurf
266•alazsengul•2h ago•194 comments

Kiro: A new agentic IDE

https://kiro.dev/blog/introducing-kiro/
538•QuinnyPig•6h ago•232 comments

NeuralOS: An Operating System Powered by Neural Networks

https://neural-os.com/
14•yuntian•1h ago•3 comments

Replicube: 3D shader puzzle game, online demo

https://replicube.xyz/staging/
38•inktype•3d ago•5 comments

Building Modular Rails Applications: A Deep Dive into Rails Engines

https://www.panasiti.me/blog/modular-rails-applications-rails-engines-active-storage-dashboard/
100•giovapanasiti•5h ago•24 comments

Embedding user-defined indexes in Apache Parquet

https://datafusion.apache.org/blog/2025/07/14/user-defined-parquet-indexes/
62•jasim•4h ago•6 comments

Cidco MailStation as a Z80 Development Platform (2019)

https://jcs.org/2019/05/03/mailstation
23•robin_reala•2h ago•1 comments

Strategies for Fast Lexers

https://xnacly.me/posts/2025/fast-lexer-strategies/
105•xnacly•6h ago•39 comments

Japanese grandparents create life-size Totoro with bus stop for grandkids (2020)

https://mymodernmet.com/totoro-sculpture-bus-stop/
181•NaOH•4h ago•42 comments

SQLite async connection pool for high-performance

https://github.com/slaily/aiosqlitepool
11•slaily•3d ago•3 comments

Lightning Detector Circuits

https://techlib.com/electronics/lightningnew.htm
47•nateb2022•5h ago•30 comments

Meticulous (YC S21) is hiring in UK to redefine software dev

https://tinyurl.com/join-meticulous
1•Gabriel_h•3h ago

Data brokers are selling flight information to CBP and ICE

https://www.eff.org/deeplinks/2025/07/data-brokers-are-selling-your-flight-information-cbp-and-ice
328•exiguus•4h ago•148 comments

Two guys hated using Comcast, so they built their own fiber ISP

https://arstechnica.com/tech-policy/2025/07/two-guys-hated-using-comcast-so-they-built-their-own-fiber-isp/
209•LorenDB•5h ago•131 comments

The Corset X-Rays of Dr Ludovic O'Followell (1908)

https://publicdomainreview.org/collection/the-corset-x-rays-of-dr-ludovic-o-followell-1908/
10•healsdata•3d ago•1 comments

Impacts of adding PV solar system to internal combustion engine vehicles

https://www.jstor.org/stable/26169128
90•red369•9h ago•201 comments

Tandy Corporation, Part 3 Becoming IBM Compatible

https://www.abortretry.fail/p/tandy-corporation-part-3
40•klelatti•3d ago•11 comments

It took 45 years, but spreadsheet legend Mitch Kapor finally got his MIT degree

https://www.bostonglobe.com/2025/06/24/business/mitch-kapor-mit-degree-bill-aulet/
125•bookofjoe•3d ago•11 comments

Show HN: Refine – A Local Alternative to Grammarly

https://refine.sh
356•runjuu•15h ago•181 comments

East Asian aerosol cleanup has likely contributed to global warming

https://www.nature.com/articles/s43247-025-02527-3
115•defrost•11h ago•124 comments

Lossless Float Image Compression

https://aras-p.info/blog/2025/07/08/Lossless-Float-Image-Compression/
78•ingve•4d ago•6 comments

M.2 SSD Can Self-Destruct by Giving Itself a Burst of Voltage

https://uk.pcmag.com/storage/159074/this-m2-ssd-can-self-destruct-by-giving-itself-a-burst-of-voltage
8•austinallegro•35m ago•2 comments

Show HN: Ten years of running every day, visualized

https://nodaysoff.run
834•friggeri•4d ago•422 comments

Six Game Devs Speak to Computer Games Mag (1984)

https://computeradsfromthepast.substack.com/p/six-game-devs-speak-to-computer-games
44•rbanffy•3d ago•11 comments

A Century of Quantum Mechanics

https://home.cern/news/news/physics/century-quantum-mechanics
86•bookofjoe•4d ago•75 comments

You Are in a Box

https://jyn.dev/you-are-in-a-box/
100•todsacerdoti•5h ago•100 comments

Let's Learn x86-64 Assembly (2020)

https://gpfault.net/posts/asm-tut-0.txt.html
382•90s_dev•22h ago•97 comments

Why random selection is necessary to create stable meritocratic institutions

https://assemblingamerica.substack.com/p/there-is-no-meritocracy-without-lottocracy
157•namlem•5h ago•149 comments
Open in hackernews

You Are in a Box

https://jyn.dev/you-are-in-a-box/
100•todsacerdoti•5h ago

Comments

PaulHoule•5h ago
I feel this the most on mobile platforms where the phone really should be acting as your agent but instead we're stuck with all these apps.
nikolayasdf123•5h ago
interesting. how would you make it better?
PaulHoule•4h ago
Clear APIs and better semantics. Another post points out how gross mistrust gets in the way but there are alao little mistrusts. For instance if there was an API to compare restaurant menus and order things through an agent that moves power up to the agent who can influence who gets the business.

That is, I'm not afraid of being branded subversive because I like to eat strange foreign foods, I'm afraid that I'm going to get the worst pizza in town instead of the best pizza in town because somebody paid off Apple or because Google or Facebook can put up a tollbooth in front of new entrants or that they might not be interested in working with or being fair with independent restaurants because private equity has bought most of them up.

idle_zealot•5h ago
It is worse on phones, but most desktop computing feels like this too, at least when you're not at a command line. I've been trying to puzzle out what I'd like computing to look like instead, but I don't get far beyond a concept of "objects" and "actions" as fundamental building blocks. How to actually expose this... yeah, it's tough.
jynelson•5h ago
have you seen https://pharo.org/ by chance? it's a smalltalk IDE built in smalltalk, which means that the whole thing is editable at runtime. it's hard to describe before you see it, https://pharo.org/features has some demos.
mapcars•5h ago
I tried pharo, its an interesting thing but I don't see it as a particularly practical solution.

Yes its editable in runtime, but not the whole thing and not reliably so: I remember changing some low level array methods that broke the whole image.

Even in pharo your data has to be organised in some way and if you add new code to existing image you have to know how to reach the data you need.

And the biggest downside to productivity and stability is it doesn't have a type system and every action can fail because the receiver doesn't support a particular message.

igouy•1h ago
Doesn't editing "the whole thing" include edits that break stuff?

> data has to be organised in some way

Yes it does.

igouy•1h ago
Smalltalk implementations usually do support live coding "allowing developers to modify and experiment with code while the program is running".

https://www.cincom.com/blog/smalltalk/smalltalk-programming-...

PaulHoule•5h ago
There's a tension between the bash economy which is too simple but pleasantly terse and the powershell economy which has a richer data structure but feels painfully verbose.
coldpie•5h ago
COM, buddy! Publish your interface with a known UUID, anyone can claim support for your interface in the system registry, there's a standard way to initialize libraries and pull objects supporting the interface out of it, so now you can pull other peoples' applications into yours, without knowing anything about their software. This is used _all over the place_ on Windows, for things like arbitrary cross-application embedding and context menu support... at least before we realized we miiiight want to have some notion of "computer security".

https://learn.microsoft.com/en-us/windows/win32/com/com-tech...

pjc50•5h ago
There's an additional factor on the phone and increasingly the computer: mutual distrust.

All the apps are carefully sandboxed, because left unattended they will steal your data. The new category of AI largely works by sending your data to a server in the US where it can be surveilled. It would be great to have interoperability but first the user has to have confidence that it's not going to be weaponized against them.

jdauriemma•2h ago
The "in a box" phenomenon is very tangible to me when I am using the iOS Shortcuts feature. Its capabilities are so powerful, but its utility will always have a ceiling because app publishers' interests are generally not aligned with exposing a Shortcuts API to users. The more easily a user can automate and script the tasks that they use your app for, the less engagement their metrics will show.
singpolyma3•5h ago
I like this post but the whole thing is a tease for an unwritten next article
jynelson•5h ago
lol yeah it absolutely is

originally i had them both in one article but it was getting to be really quite long and i am still thinking through what i want to say in the follow-up

rustyminnow•2h ago
A bit off-topic, but in a shell pipeline like that, if you put your pipe chars at the end of the line you don't need backslashes and you can comment out bits of the pipe for devving.

This little change was mind-blowing for me so I always try to share when I can :)

jhoechtl•5h ago
>

    Every program attempts to expand until it can read mail. Those programs which cannot so expand are replaced by ones which can.
    —Zawinski's Law of Software Envelopment

Its THE Zawinski of XEmacs so maybe not the best example.
fellowniusmonk•3h ago
Emacs has it right though, more right than wrong, they just, as a community, hate humans.

Data and data collections should have app-tributes, apps shouldn't have data.

The problem with most operating systems is that they need to model space time and minds as first class but they don't.

I've been using my own personal OS for years now that I call imtropy, once your abstraction maps to reality everything becomes easier to reason about.

The simple fact is most people and programmers are stuck in logic and rationality when they should think a layer deeper, coherence is all that matters.

LorenDB•5h ago
Am I the only one who finds the Sam Altman-esque 'all lowercase except for proper nouns like Linux but not including the pronoun i' writing style unbearable to read?
happytoexplain•5h ago
I definitely find it difficult, cognitively, for long-form writing. It's also the second time recently I've seen all-lowercase blog-post-length content, after previously having never seen it, so I wonder if something is happening culturally to pull text-message style formatting up into the rank of published content.
BolexNOLA•5h ago
My guess is it’s meant to come off as more authentic and conversational, like an informal chat.
rmccue•4h ago
It's often used as a tone signifier: https://www.theguardian.com/society/2025/feb/18/death-of-cap...
happytoexplain•4h ago
Yeah, I suspect that's the intention. There's a definitely a cultural break. To me, lowercase creates a casual tone in texts/chat. But in long form, especially published (i.e. purposefully displayed to an audience), it sends me a tone of disinterest or laziness at worst; or at best, simple innocent ignorance/mistakenness (like misspelling). Clearly neither is the case here though.
BolexNOLA•3h ago
oh yeah i definitely agree! the tone communication can be useful but in longform writing it gets very grating and confusing/distracting. it's also just more social engineering to pretend to be authentic when one is clearly not.

i prefer this type of writing for comedy generally

makingstuffs•3h ago
Probably an article written by an LLM which has been instructed to look _more human_.

I guess time will tell if this is a new ‘thing’ people do ¯\_(ツ)_/¯

Cheer2171•5h ago
i hate this writing style so much. i have to do extra work fighting autocorrect to make it seem like i just rolled out of bed and typed it out on my phone. i am so smart, see, i don't care about Big Establishment Grammar, my ideas are so good it will pierce through
bitmasher9•4h ago
My output is so high that editing anything more completely than iOS automatically handles for me is a waste of my time
ricoxicano•4h ago
... or people who type in lowercase just keep autocorrect off?
olejorgenb•5h ago
Agreed. Honestly - life's too short to read a text the author couldn't even be bothered to capitalize correctly.
owebmaster•5h ago
"I" being capitalized is one of the most weird quirks of the English language.
KineticLensman•4h ago
arguably it makes what would otherwise be a very little letter stand out more in text
lukas099•54m ago
I agree. A quick search tells me the practice was started for legibility in hand-written manuscripts [1], or for that and also to emphasize the importance of the writer (seems egotistical to me :)) [2], or those reasons and also to help distinguish English from other languages but we don't really know [3].

[1] http://www.alt-usage-english.org/excerpts/fxwhyisi.html [2] https://www.thesaurus.com/e/grammar/whycapitali/ [3] https://greatbigstory.com/why-do-we-capitalize-the-word-i/

shpx•5h ago
You can use your ad blocker to lowercase the entire internet like this

  *##body:style(text-transform: lowercase !important;)
it might become bearable eventually.
zparky•5h ago
i like it. maybe because i grew up with phones and texting but having perfect punctuation reads very formal to me, and if im reading a personal blog post i assume its casual reading. if i get a text that ends in a period mark, i assume the person typing it is MAD. i also just like lowercase glyphs more they look more pleasing to me
rekrsiv•4h ago
your brain is only fighting it because it's expecting capitalization, the same way parens put new lisp users off and javascript has difficulty shedding its semicolons; it's all just struggling to let go of something that was drilled into you.
mgdev•4h ago
it's pretentiousness thinly disguised as modesty.

trust me.

vinceguidry•2h ago
What I find pretentious is the legion of commenters who can't find anything better to comment on and instead pretend they're smart by nitpicking some stylistic choice in the most low-effort way possible.
happytoexplain•2h ago
Classic case of "you're pretentious", "no, you're pretentious". It's exhausting how often we reach for the word "pretentious" when we have bitter feelings about one person's opinion of another person or their work.
treetalker•4h ago
No.
staticshock•4h ago
i tend to draft everything lowercase, and then go back and uppercase things depending on how much of a formal vibe i'm going for. capitalization rarely helps me formulate an idea, and so my writing often splits into phases: (1) formulation, (2) polish.

also, it's worth noting that proper capitalization does not automatically yield text worth reading. from that perspective, i like lower case text as a form of rebellion against the artifice of rules; any rebellion against particular aesthetics is fair game in my book. more generally, i'm skeptical of process advocacy in cases where the process seems to be done for its own sake.

on the flip side, good grammar helps me parse sentences, so i do sympathize with arguments in its favor.

accoil•4h ago
I find all lowercase messes with my parser, and is fustrating to read. I think I may treat sentences as a single unit, and use the capitilization to detect the boundaries. Without it I find bouncing to/from sentences slower (which can happen if a latter sentence/paragraph adds more context, and I want to revisit the previous idea).

Interestingly your semi-colons stand out much stronger than the periods for me.

eddythompson80•4h ago
Good meme.
card_zero•3h ago
CAPITALS AT LAST

https://archive.org/details/livestimesofarch0000marq/page/20...

drcongo•4h ago
I'd closed the tab by the end of the first sentence. If the author can't be bothered, then neither can I. I tend to find people who do this have a superiority complex, they think they're so much better than everyone else that they're justified in offloading their own tiny cognitive load on to everybody else.
rekrsiv•3h ago
The author put a lot of effort into actually writing the thing, and correctly capitalized quotes, which clearly indicates a stylistic choice. You aren't willing to read text that isn't written in your preferred style, but you believe it's the author who has a superiority complex?
happens•2h ago
So, you barely read one sentence, then went to the comments, read an entire thread, and took the time to post about how the author probably thinks they are superior to you?

I strongly recommend rethinking that approach. You ascribed intentions to the author and then spent more time getting upset about them than you did interacting with the content.

There are actually interesting points in that text, yet here we are getting fussy about the author's supposed lack of decorum. That's really disappointing to me.

hombre_fatal•4h ago
It's fine in tweets and even HN/Reddit comments, but it becomes a tacky affectation when used in longer form, deliberate content.
jtsnow•3h ago
I wonder if unconventional writing styles are becoming the signal for deliberate content. If text is too polished– or even using certain punctuation– can lead to readers questioning whether AI assisted in the creation of the text.

A quick search shows that others have made this connection between Altman and lowercase and non-AI authenticity: https://ted-merz.com/2023/12/18/writing-in-lowercase/

It looks like this particular blog previously used conventional capitalization from 2017 to late 2023. The first post in this style appears to hint at a kind of shift in identity of the author, so perhaps, in this instance it is more a signal of personal expression or tribalism than non-AI-ness. Then again, we may see the line between the two continue to blur.

soulofmischief•4h ago
I do it a lot, do me a favor and don't attribute it to Sam Altman since some of us have been doing this for a long time. If you don't like it, you don't have to read it, but you also don't need to be patronizing and close-minded about how others choose to express themselves.
AlexandrB•3h ago
I think writing like this is disrespectful to your audience since they have to put in extra effort to parse your text. If you choose to express yourself like that, fine, but it's not patronizing to point this out.
soulofmischief•21m ago
Maybe you're not the intended audience! :)
brazzy•4h ago
Weird. I actually never noticed that while reading the entire article. And I'm almost 50. No idea what that says about me.
xnorswap•4h ago
It's something I experimented with as an edgy teenager. It's not something I'd expect from an adult.
numpad0•3h ago
for reasons I don't (want to) understand, lowercase i and psychopathic credit stealing prompting seem to yield best results for llms... e.g. "i want xyz how do i do it, ok please do so", not "I'm trying to do xyz. Could you guide me through?"
rglover•3h ago
No. It's obnoxious signaling/tribal adherence. Relevant [1].

[1] https://www.youtube.com/watch?v=F4ifVvgZU58&t=623s

rob•3h ago
It's cool if you're on desktop Slack or Messenger or something between friends, but making a conscious choice to go into your phone's settings and turn capitalization off for everything you do is a bit weird and over the top.

Seems to be a trend though now to do it everywhere in public. I've seen the htmx author do that and the guy who wrote the second forked version of opencode.

chao-•3h ago
I waste brain cycles correcting the author's formatting mistakes while simultaneously trying to understand the meaning. Thus I read slower, but not the productive kind of slow reading—I am not contemplating the concepts more deeply. I am slowed down by a lazy lack of editing, for no gain.

Not sure what it has to do with Sam Altman though.

viccis•3h ago
Tell me you didn't grow up on IRC and AIM without telling me you didn't grow up on IRC and AIM
happytoexplain•2h ago
I did grow up on IRC and AIM. I use all-lowercase even today in text-messaging. I explicitly undo autocapitalization of "lol", and so on.

But the topic is long-form, published content. Writing styles communicate tone, which may change culturally with generations.

fracus•2h ago
I didn't know that was a thing. It's purpose seems to be different for the sake of being different.
dang•2h ago
"Please don't complain about tangential annoyances—e.g. article or website formats, name collisions, or back-button breakage. They're too common to be interesting."

https://news.ycombinator.com/newsguidelines.html

(Of course annoyances are annoying, but they're also distracting, and they tend to get stuck at the top of threads, choking out more interesting conversation.)

heady•5h ago
It's a highly-dimensional box, isn't it? This age-old tension between interface standards and business/innovation speed.

Everything is a file is a good example of a fundamental and major standard that lasts till today and even though IPC kind of didn't make it all the way, I think about the core UNIX philosophy and Alan Kay's thoughts around as very, very accurate in terms of where we've ended up and what the likely ways out look like to me.

quilombodigital•5h ago
This really reminds me of what Plan 9 was aiming for — breaking out of the 'box' by making everything a file, using per-process namespaces, and cleanly exposing system and network resources with proper permissions. It had that same idea: your environment shouldn't be a prison, it should be a flexible, composable space. (https://en.wikipedia.org/wiki/Plan_9_from_Bell_Labs) (https://fqa.9front.org/fqa0.html)
CGMthrowaway•5h ago
Cool idea. Seems like it would require an entirely new philosophy vs our present one on security.
quilombodigital•3h ago
Yes, you would eventually be capable of sharing GPU power, devices, audio, anything. Imagine all your machine´s idle power available to others. Right now your GPU is barely being used.
packetlost•3h ago
Yes, but it also removes a lot of footguns. Access to resources (ie. paths mostly) is controlled almost entirely by the parent process, which makes access controls highly pluggable and flexible.

The real problem is Plan9 never really had a lot of attention put on the things that make having a sane security policy good. Factotum seems, at best, to be bolted on after the fact.

MisterTea•2h ago
> Factotum seems, at best, to be bolted on after the fact.

What gives you this impression?

packetlost•2h ago
It literally was, it didn't exist until the 4th edition of Plan9. That isn't to say it isn't a good idea (or implementation), but security is very clearly not a primary concern in Plan9.
MisterTea•2h ago
> but security is very clearly not a primary concern in Plan9.

That is a myth that keeps getting propagated. https://plan9.io/sys/doc/auth.html

packetlost•1h ago
That paper is about factotum which was introduced in 4th edition, like I said. Regardless, I'm more talking about the fact that transport encryption still isn't used ubiquitously to my knowledge.
MisterTea•1h ago
> That paper is about factotum which was introduced in 4th edition, like I said.

Which describes that yes, there was security in Plan 9 prior to Factotum, just that it wasn't good enough.

> Regardless, I'm more talking about the fact that transport encryption still isn't used ubiquitously to my knowledge.

It certainly is. You get SSL/TLS for free on Plan 9 as its a service. You dont mess with security code and instead use tlssrv(8). See https://man.9front.org/8/tlssrv

packetlost•49m ago
I didn't see there wasn't, I said it wasn't a priority.

I stand corrected on tlssrv

no_wizard•1h ago
I think OpenDoc was meant to be this kind of thing as well. I mean the breaking out of the box part, you can read what other programs write kinda thing.
simpaticoder•5h ago
Computers are boxes, therefore all software is literally (and figuratively) "in a box", are they not? This might seem like a frivolous jest, but it is not. For example, the author points out that clojure, java, kotlin can interoperate, but notes they are stuck in the same jvm 'box'. This generalizes and recurses, so you must find a specific place to stop, and then motivate that.

One likely place to stop is at "processes". But this must be motivated since ultimately processes are as synthetic a convention as a language thread - it's just that the runtime is called a "kernel" instead of a "runtime".

Ultimately I think what the author is getting at is a data problem, not a code problem. Or rather, it's yearning toward a world where data and code are strongly decoupled, conventions around data are standardized, so that processes written in disparate tooling can successfully interoperate locally. However I doubt there is much appetite for a "model of everything" registry (such things have been tried, and failed, in the past). That said we might take another stab at this, since LLMs make likely that software will become more dynamic in terms of translating data structures at runtime such that one program can examine a peer program and its data structures, and how to map them to local data structures, thus achieving interoperability without a centralized agreement on representation.

xnorswap•4h ago
It's not long now until we re-invent SOAP and pretend it's a productivity breakthrough.
singpolyma3•1h ago
This is called GraphQL
no_wizard•1h ago
Having used SOAP and GraphQL, I really disagree with this characterization.

The problem I have seen at most organizations is they simply want their APIs to reflect their database schema, even if its not a good or useful idea. They throw junk over the wall.

They carry this practice over from REST to GraphQL and of course its horrible, its not a good way to use the technology.

Now organizations that understand GraphQL allows you to create a data schema unbound by its sources, they leverage GraphQL quite well, and its very pleasant to use. Unfortunately not enough organizations do this, or do this well.

SOAP was and is still simply a bad protocol and had tons of issues ranging from security to payload size to parsing issues between different clients

dec0dedab0de•5h ago
and always, always, always, you are at the mercy of the program author.

Not if it is open source, and you're willing to put some effort into it. When I write code I like to think of it more as using a computer effectively instead of programming.

chubot•4h ago
> there is no interop between powershell and nushell

FWIW I wrote a post about this design issue:

Oils Is Exterior-First (Code, Text, and Structured Data) - https://www.oilshell.org/blog/2023/06/ysh-design.html#survey...

That is

- Powershell and nushell have an "interior" design (within a process/VM)

- while POSIX shell, bash, OSH, and YSH have an "exterior" design (between processes)

And I'll claim that the exterior design is the glue you need in large, heterogeneous systems. Making the shell "interior" and "easy to use" is at odds with the role as essential glue -- it creates pressure for something else to be used instead.

---

Maybe the more pithy statement is here:

A Sketch of the Biggest Idea in Software Architecture - https://www.oilshell.org/blog/2022/03/backlog-arch.html

The lowest common denominator between a PowerShell, Elvish, Rash, and nushell script is a Bourne shell script (and eventually a YSH script)

I also claim this isn't theoretical -- there are probably a non-trivial number of bash scripts gluing together PowerShell and other shells. IMO it's better to have 1 type of glue, than 2 or more types, which I call "Unix sludge / Cloud sludge".

---

And I disagree with this part, which references protocol buffers:

> how do you get a schema? well, you establish in-band communication. RPC is ...

Protocol buffers transmit schemas OUT of band, usually via a monorepo. The data sent over the wire can't be interpreted without the schema information compiled into the binary.

The monorepo works well enough within Google, but even there it failed to scale (probably around the time of "Alphabet", e.g. Waymo and other companies)

Also, protobufs are biased toward C++; users of other languages feel this friction to varying degrees. In general, they'd rather use .gob for Go, pickle for Python, JSON for JS, Java serialization, etc.

frizlab•4h ago
Swift has interoperability with Java (early stages, but works).
BwackNinja•3h ago
Zawinski's Law, when taken literally, argues that programs all eventually need to be communicated with by people and other programs using a generic protocol and without using program-specific or domain-specific libraries to do so.

Unix shells (local), I'll add in HTTP (remote), and Email (remote and asynchronous) are the only forms that are ubiquitous, precisely because they enforce no structure for the payload. The structured alternatives are only popular in specific domains because they create their own ecosystem. As long as input can clearly be parsed, which goes hand in hand with being human-readable as long as you're not trying to be too efficient, you get schema implicitly transmitted out of band (by having output that you can visually inspect) and interoperability for anything that can read and write text.

I'd be interested in other directions this might go, but I remain skeptical of anything that will introduce and enforce a new paradigm that requires adding complexity to programs to accommodate it.

bdlowery•2h ago
The trend of typing all lowercase in articles is annoying.
rossant•2h ago
It definitely is.
pjlk•1h ago
Agreed. Now the article appears to be in ALL CAPS for me, even the code block.
jynelson•1h ago
good catch. fixed the code block.
wwarner•2h ago
The key point of the article is "your data is trapped inside your program", i.e. data models can't generally be shared between programs. One thing that has improved my life has been using apache arrow as a way to decrease the friction of sharing data between different executables. With arrow (and it's file based compressed cousin parquet), the idea is that once data is produced it never needs to be deserialized again as you would with json or avro.
bsder•1h ago
How are you handling data update? Last I checked, Arrow and similar systems had extremely poor performance if you needed to mutate data at even modest rates.
wwarner•33m ago
you create an output arrow table and populate it with rows. but w/r/t the original idea, arrow data always comes with a schema and is efficient and compact, so it makes it easier to share data between different programs.
PaulDavisThe1st•5m ago
Data and data models are not the same.

Sharing data is just totally undefined for the overwhelming majority of all data in the world, because there just isn't any standard for the format the data should be in.

Data models are even harder, because whereas data is produced by the world, and data formats are produced to intentionally be somewhat generalized, data models are generally produced in the context of a piece of software.

williamcotton•1h ago
Just this past week I've been working on a toy/experimental web DSL [0] that uses dynamically loaded shared libraries as middleware that pass per request arena-allocated Jansson json objects between steps in a pipeline. It's extensible in that new middleware can be created. Influenced by bash and OCaml/F#, here is some kind of demo of the syntax:

  POST /api/users
    |> validate: `
      name: string(3..50)
      email: email
      age?: number(18..120)
      team_id?: number
    `
    |> jq: `{ sqlParams: [.body.name, .body.email, .body.age] }`
    |> pg: `INSERT INTO users (name, email, age) VALUES ($1, $2, $3) RETURNING *`
    |> result
      ok(201):
        |> jq: `{ success: true, user: .data.rows[0] }`
      validationError(400):
        |> jq: `{
          error: "Validation failed",
          field: .errors[0].field,
          rule: .errors[0].rule,
          message: .errors[0].message
        }`
I'm generally curious as to how jyn thinks this would fit in to their box-based framework.

[0] https://github.com/williamcotton/webpipe

freedomben•57m ago
This looks really neat! I typically don't like these DSLs, but this is one I would actually use.
subjectsigma•1h ago
Ever heard the cliche about “designing a game with no rules”? Seems pretty similar to “structured data with no boxes.” I think data boxes as defined by the author are not inherently bad. Optimization and specialization go hand-in-hand.
gramie•1h ago
Sorry, I couldn't finish reading because the entire article is in capitals.
stronglikedan•59m ago
Right? Who thinks that is acceptable in 2025?
bdangubic•52m ago
it was acceptable in 2024? what year did it become unacceptable?
jcranmer•29m ago
Unclear, but it looks to be somewhere around the year 1000.
dlt713705•28m ago
Since October 1995 and the publication of RFC 1855.

https://www.rfc-editor.org/rfc/rfc1855

Communication has not been merely a matter of personal habit — it follows commonly accepted standards for exchanging information within a group. Ignoring these conventions risks your message being unread, unheard, or misunderstood.

That said, it seems possible the author is intentionally addressing a specific subgroup that has agreed upon a different set of communication rules.

packetslave•26m ago
Someone who is writing on their personal blog and doesn't give a damn what is "acceptable" to some rando on the Internet?
dblitt•45m ago
Looks like it checks for the referrer in main.js and adds the uppercase text-transform if you come from HN:

  let host;
  if (document.referrer) { host = (new URL(document.referrer)).host; }
  if (host === "news.ycombinator.com" || host === "lobste.rs") {
    let style = document.createElement('style');
    // let transform = host === "lobste.rs" ? 
    style.textContent = `
      body { text-transform: uppercase; }
      pre, code { text-transform: none; }
    `;
    document.head.appendChild(style);
    console.log("HN readers clearly can't handle the typing habits of the average trans girl.");
    return;
  }
Centigonal•39m ago
Sounds like the author got called out for not capitalizing the start of her sentences[1] and decided that, if HN readers want capital letters, they will get them.

[1] https://news.ycombinator.com/item?id=39027187

packetslave•26m ago
It's a less... dramatic... version of what happens when HN links to JWZ's blog.