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Isaac Asimov: The Last Question

https://hex.ooo/library/last_question.html
272•ColinWright•2h ago•92 comments

We Reproduced Anthropic's Mythos Findings with Public Models

https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-models
39•__natty__•42m ago•7 comments

Healthchecks.io Now Uses Self-Hosted Object Storage

https://blog.healthchecks.io/2026/04/healthchecks-io-now-uses-self-hosted-object-storage/
11•zdw•22m ago•3 comments

It Is Time to Ban the Sale of Precise Geolocation

https://www.lawfaremedia.org/article/it-is-time-to-ban-the-sale-of-precise-geolocation
43•hn_acker•26m ago•3 comments

Claude Opus 4.7

https://www.anthropic.com/news/claude-opus-4-7
1874•meetpateltech•1d ago•1358 comments

Ada, Its Design, and the Language That Built the Languages

https://www.iqiipi.com/the-quiet-colossus.html
171•mpweiher•6h ago•102 comments

Codex for almost everything

https://openai.com/index/codex-for-almost-everything/
940•mikeevans•21h ago•498 comments

FIM – Linux framebuffer image viewer

https://www.nongnu.org/fbi-improved/
102•Mr_Minderbinder•7h ago•54 comments

CadQuery is an open-source Python library for building 3D CAD models

https://cadquery.github.io/
185•gregsadetsky•2d ago•48 comments

中文 Literacy Speedrun II: Character Cyclotron

https://blog.kevinzwu.com/character-cyclotron/
56•surprisetalk•4d ago•25 comments

A Python Interpreter Written in Python

https://aosabook.org/en/500L/a-python-interpreter-written-in-python.html
106•xk3•3d ago•29 comments

Show HN: Stage – Putting humans back in control of code review

https://stagereview.app/
28•cpan22•21h ago•21 comments

How Big Tech wrote secrecy into EU law to hide data centres' environmental toll

https://www.investigate-europe.eu/posts/big-tech-data-centres-secrecy-eu-law-environment-footprint
144•cyberlimerence•6h ago•55 comments

Official Clojure Documentary page with Video, Shownotes, and Links

https://clojure.org/about/documentary
280•adityaathalye•19h ago•77 comments

Android CLI: Build Android apps 3x faster using any agent

https://android-developers.googleblog.com/2026/04/build-android-apps-3x-faster-using-any-agent.html
274•ingve•20h ago•115 comments

30 Years of HPC: many hardware advances, little adoption of new languages

https://chapel-lang.org/blog/posts/30years/
87•matt_d•3d ago•65 comments

Human Accelerated Region 1

https://en.wikipedia.org/wiki/Human_accelerated_region_1
83•apollinaire•10h ago•47 comments

The missing catalogue: why finding books in translation is still so hard

https://blogs.lse.ac.uk/impactofsocialsciences/2026/04/13/the-missing-catalogue-why-finding-books...
10•AusiasTsel•3d ago•2 comments

Playdate’s handheld changed how Duke University teaches game design

https://news.play.date/news/duke-playdate-education/
213•Ivoah•19h ago•99 comments

Show HN: SPICE simulation → oscilloscope → verification with Claude Code

https://lucasgerads.com/blog/lecroy-mcp-spice-demo/
102•_fizz_buzz_•14h ago•21 comments

Teddy Roosevelt and Abraham Lincoln in the same photo

https://prologue.blogs.archives.gov/2010/11/09/teddy-roosevelt-and-abraham-lincoln-in-the-same-ph...
13•bryanrasmussen•5h ago•0 comments

Guy builds AI driven hardware hacker arm from duct tape, old cam and CNC machine

https://github.com/gainsec/autoprober
206•scaredpelican•16h ago•41 comments

ReBot-DevArm: open-source Robotic Arm

https://github.com/Seeed-Projects/reBot-DevArm
83•rickcarlino•4d ago•20 comments

Substrate AI Is Hiring Harness Engineers

https://www.ycombinator.com/companies/substrate/jobs/QJU9023-harness-engineer
1•kunle•11h ago

A Better R Programming Experience Thanks to Tree-sitter

https://ropensci.org/blog/2026/04/02/tree-sitter-overview/
142•sebg•17h ago•27 comments

Qwen3.6-35B-A3B: Agentic coding power, now open to all

https://qwen.ai/blog?id=qwen3.6-35b-a3b
1191•cmitsakis•1d ago•494 comments

A Git helper tool that breaks large merges into parallelizable tasks

https://github.com/mwallner/mergetopus
53•schusterfredl•4d ago•14 comments

Is Your Site Agent-Ready? (By Cloudflare)

https://isitagentready.com
25•WesSouza•56m ago•43 comments

Cloudflare's AI Platform: an inference layer designed for agents

https://blog.cloudflare.com/ai-platform/
300•nikitoci•1d ago•78 comments

The beginning of scarcity in AI

https://tomtunguz.com/ai-compute-crisis-2026/
137•gmays•18h ago•170 comments
Open in hackernews

Tabular Programming: A New Paradigm for Expressive Computing

https://sam.elborai.me/articles/tabular-programming/
121•dgellow•12mo ago

Comments

turtleyacht•12mo ago
See also: Table-oriented Programming (2002) - https://news.ycombinator.com/item?id=29735298 - Dec 2021 (126 points, 87 comments)
dgellow•12mo ago
The name is kind of similar but they are unrelated concepts
turtleyacht•12mo ago
Maybe control tables? https://web.archive.org/web/20121024051826/http://www.geocit...

What I like about this submission is arguments are themselves functions, so each call lays out its dependencies up front.

Johnbot•12mo ago
This is giving me flashbacks to RPG II - https://en.m.wikipedia.org/wiki/IBM_RPG_II
diggernet•12mo ago
That very first example instantly brought RPG to mind for me, too.
eschneider•12mo ago
Yeah, but without the cool programming forms. :/
poulpy123•12mo ago
Maybe it's interesting as a scripting language for a music sequencer that has few keys, but I can't even think of a use case for regular computers
dgellow•12mo ago
It’s not intended for a regular computer
econ•12mo ago
Maybe we have to try harder? My first thought was db queries pointing at html templates and/or css selectors where to put the output. That you have to pick working commands could be useful there.
lantry•12mo ago
> this tabular programming environment isn't just about cramming programming capabilities into a Game Boy-like device. It's about rethinking programming from the ground up for a specific hardware context. (...)

> By rethinking how programming can work within tight hardware constraints, we might discover new approaches that actually enhance rather than limit creative expression.

This speaks to me. As a software engineer, I work with abstractions all day, and it is impossible for me to fully understand the system that I'm building. I often think I would be much happier if I worked on a product that I could actually understand from top to bottom and know all the details.

lo_zamoyski•12mo ago
> This speaks to me. As a software engineer, I work with abstractions all day, and it is impossible for me to fully understand the system that I'm building. I often think I would be much happier if I worked on a product that I could actually understand from top to bottom and know all the details.

For a programmer, the “system” is in a sense incidental to the domain and language you’re programming in. It has relevance only insofar as practicality demands it (like an astronomer knowing how to operate a telescope). There is no intrinsic value to this knowledge as such. Anything ‘beneath’ your language is implementation detail whose purpose is to simulate your language, program, whatever. It has nothing to do with your language and does not explain the language; any appropriate system that can simulate it will do.

bombela•12mo ago
but it has a tremendous impact on performance. making it hard to ignore.
lo_zamoyski•12mo ago
Hence the comparison with telescopes. But knowledge of a tool is not to be confused with the field itself. We are not programming computers per se. We are using computers to simulate formalisms that can be carried out by people, in our heads or on paper, largely because it is tedious, labor intensive, and would take us longer.

The intellectual distinction is essential and, sadly, one that many in the field seem not to understand. Many seem to subscribe to a kind of "computer atomism" which installs the physical device in the center as the really real with abstractions as epiphenomena or illusions; the real stuff, they claim, are the assembly - nay! - the bits - nay! - the atoms - nay! - ... No. Assembly, bits, atoms, these are all irrelevant and incidental as far as the language and the formalism we're using is concerned. They are details that concern the instrument, not the language, which stands on its own.

bombela•11mo ago
I agree with not placing the computer at the center. After all it's a tool.

But I struggle with the idea that we can ignore the technical details. After all, even the highest abstraction comes from the physicality of the universe.

But maybe you are saying that the limitations of a tool shouldn't forbid you from thinking at the higher language level.

Or maybe I am just not enlightened enough to understand your point, to which I can only apologize.

lantry•12mo ago
1) all abstractions leak. We use them anyway because they are helpful, but you have to be expert enough to know when they're leaking, and know what to do about it. This invariably requires understanding the system underneath the abstraction.

2) I disagree that there is "no intrinsic value" in this knowledge. Even in purely monetary terms, my salary is much higher because I like to look underneath the abstraction. I agree that in our modern software systems that it is not practical to understand everything, and it's usually most "cost efficient" to operate at/near the highest abstraction layer. But this does not bring me joy! and what "intrinsic value" is there besides happiness?

sokoloff•12mo ago
> actually understand from top to bottom and know all the details.

In practice, you’re always going to hand-wave away some level of abstraction, whether that’s at the JavaScript, C++, C, LLVM, native ISA, CPU microcode, logic gates, transistor, chemistry, or physics level.

https://xkcd.com/435/

econ•12mo ago
One could make a hardware simulator and code in low level components. For some applications it would make things a lot easier, everything else would be hard. It seems fun to be able to build the physical app.
sokoloff•12mo ago
You (and GGP) might enjoy:

https://www.nand2tetris.org/

lantry•11mo ago
also https://nandgame.com/
hwpythonner•12mo ago
This reminds me of ladder diagrams from industrial control systems—not because of the domain, but because both emphasize a linear, visually structured flow of logic.
topspin•12mo ago
The first glance of the code made me think of CNC g-code. Some older machines I've seen have tabular form similar to this, only because they have segmented displays. I suspect these concepts aren't as "new paradigm" as the author imagines.

Most such code is generated elsewhere and loaded into industrial machines. However, technicians frequently find themselves navigating and editing code directly at the console. Some are entirely capable of programming all of the steps involved in a complex operation directly in these primitive languages.

hcarvalhoalves•12mo ago
When I first read the title, I had something in mind, but this is actually about structuring the code itself as a fixed-size table.

Here's a different take on thinking about tables:

https://www.youtube.com/watch?v=b5UK-VHbJlQ

debugnik•12mo ago
Following GPU industry standards, this should be called a General Purpose Music Tracker.

I wonder if this UI would work well for logic programming instead of stack-based.

dimatura•12mo ago
that would be pretty confusing, as it happens M8 was partially inspired by another tracker called LGPT (Little Game Park Tracker, named after the device it ran on).
dgellow•12mo ago
Interesting, I didn’t know. I thought it was a direct descendants of LSDJ. I have an old school PSP around, I will try LGPT over the weekend :)
gregschlom•12mo ago
I've only skimmed the article but to me it sounds like what the author wants is essentially assembly language, where everything fits in 5 columns: label, opcode, 2 operands, comment.

It's not great for usability though :)

aniou•12mo ago
Yes-and-no, I think. Limited usability of assembly language comes from limited resources (registers, operations) available to programmer, that leads to (so) many simple steps for more complicated tasks.

But, high-level language can offer a very interesting possibilities, even if it was not created for such kind of programming. For example, some time ago I made another attempt to emulate family of 65xxx. Previous versions were written in typical manner, like work of every other programmer on Earth.

A new approach, when a code was written in more regular way (see link below), like mentioned tabular-one, gave me excellent results. I was able to fully understood a program and processor logic and finally I was able to re-create a most magical command for 65xx: SBC/ADC with BCD support in very straightforward and clear way (especially for a cpu-like logic).

For example: https://github.com/aniou/morfeo/blob/a83f548e98bd310995b3c37...

There is one thing that not fits into pure, tabular-like code logic: more complicated conditionals and loops. But maybe, in future...

herr_shield•12mo ago
I have come to the same conclusion for a tracker that I am working on that is targeting the steam deck.

I designed an instruction set that is reasonably convenient to input via the gamepad controllers. Instead of typing, one selects instructions and operands from lists of options. It's surprisingly fluid to input and this makes it impossible to input invalid programs.

dgellow•12mo ago
What’s your project? I would love to try it out :)
herr_shield•11mo ago
it’s called shield tracker and is available here: https://bleep.toys/stracker
dgellow•11mo ago
Awesome, thanks for sharing! Added to my weekend todo list :D
dgellow•12mo ago
My current language is based on Forth, which is a better fit as that allows me to use more horizontal space and not have to think about registries and memory addresses. Similar to Forth my tabular format works with a stack based model where data flows implicitly between expressions.
sedatk•12mo ago
> At first glance, limiting each function to just five expressions seems incredibly restrictive. But this constraint actually encourages breaking down complex operations into atomic, composable functions - which tends to produce more maintainable code.

The author conveniently disregards the other extreme end of this, putting every instruction in a separate function, which is neither readable nor maintainable.

What I see here is similar. The code snippets I’m looking at look neither readable nor maintainable.

sanderjd•12mo ago
Yeah it's an interesting idea, but trying to read this code reminds me a lot of reading assembly. It's charming in its way, but there's also a very good reason we tend to reserve assembly code to very specific purposes nowadays.
dgellow•12mo ago
Agreed, and it is a very specific purpose. Note that it is based on Forth, not assembly
dgellow•12mo ago
Two points:

1. This is specifically designed for portable hardware with minimal controls - not general-purpose programming.

2. Like music trackers, unfamiliarity makes it look complex, but the rules are simple and consistent once learned.

The five-expression limit creates a natural balance in function decomposition that's neither too granular nor too monolithic. While the code might look strange initially, the structured format actually enhances readability once you're fluent in the paradigm - just as tracker musicians can quickly "read" musical patterns that would appear cryptic to others.

Readability is highly contextual and shaped by our existing paradigms. This article/concept explores whether different constraints might offer unique advantages for creative coding in specific environments.

sedatk•11mo ago
> 1. This is specifically designed for portable hardware with minimal controls - not general-purpose programming.

I don't understand why portable hardware warrants a new programming model. What does make C such a significantly worse candidate for the examples given in the article?

> 2. Like music trackers, unfamiliarity makes it look complex, but the rules are simple and consistent once learned.

Columns and rows in tracker music have specific meanings: each column corresponds to a channel, and each row corresponds to a point in time. Not in this case. In this layout, columns are arbitrary, and their meaning changes every row. Rows don't have any more meaning than regular code. I don't think they're equivalent.

dgellow•11mo ago
1. Because of hardware limitations. Writing text using arrow keys and 4 buttons is a real pain, error prone, requires formatting, uses way too much horizontal space. C would also be a horrible choice for creative programming, you cannot quickly tweak things around, iteratively and interactively develop your program. That doesn't match the tracker workflow I'm interested in.

2. In my concept columns and rows do have specific meaning too. Each row is a function (known as words in Forth, the language that is the closest to what I'm doing and a main source of inspiration). Columns have clear meaning, as mentioned in the article:

- function name

- input

- expressions 1-5

- output

That does match quite closely what my m8 tracker does in phrase view, where columns are:

- note

- volume

- instrument

- effects 1-3

I'm not sure what made you think that columns and rows are arbitrary.

For context, the main use case is to generate demo-scene like animations for my music. I would hate to write C on such a limited device for that purpose — in fact that's exactly what I do not want and the reason for this project to exist.

sedatk•11mo ago
Oh I missed that you used this to write code *on* that platform, not *for* it. Okay now it makes sense.

About columns, I pretty much meant expressions 1-5. They are arbitrary, unlike sound channels, there is no special meaning to, say, expression 2.

But since you use this to code ON the device, your tradeoffs are sensible.

dgellow•11mo ago
Yes, I should have made that clearer, I see now it’s not obvious that I want the device itself to be the development environment :)

Pretty niche case, but I feel there is something to explore here

gatane•12mo ago
Forth mentioned, btw.
dgellow•12mo ago
I initially used the title « tabular Forth », as that has been one of my main source of inspiration. But eventually decided against and removed most mentions of the language, because at this stage I’m still not set on a specific design and choice of language, and prefer to keep my options open without feeling pressured by my old self (if that makes sense)
dimatura•12mo ago
Didn't expect to see the M8 when opening this. It's truly an amazing device, and the tables are a really awesome addition to the typical audio modulation option.
kats•12mo ago
Some random thoughts, might be interesting (or not).

Some things that really do fit into tables, where there's no empty fields in the rows:

- Relational databases

- Hardware circuit truth tables

- Assembly language opcodes

- FPGA compiler output

- Matrix multiplication. Or some GPU programs e.g. if you want to have a conditional statement using multiply-add, then 'if (cond) then x1 else x2' would be 'out = (cond * x1) + (cond * x2)'.

Those things have good performance in one way or another. But it's not easy to make all the application logic fit into a table-based schema.

e.g. Why does someone choose a python web server framework which sends and receives JSON. It's really super easy to extend and add something without knowing what you'll need in advance.

But if you try to fit that into a table, you'll have to change the table schema for everything to try to best fit what the program does right at the moment. And then if there's one new extra complex or long-running function, it will never easily fit the same schema as the others. You'll have to break the big function down into some smaller common operations.