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MCP-B: A Protocol for AI Browser Automation

https://mcp-b.ai/
59•bustodisgusto•1h ago•24 comments

Biomni: A General-Purpose Biomedical AI Agent

https://github.com/snap-stanford/Biomni
126•GavCo•5h ago•25 comments

Tree Borrows

https://plf.inf.ethz.ch/research/pldi25-tree-borrows.html
396•zdw•9h ago•60 comments

Show HN: FlopperZiro – A DIY open-source Flipper Zero clone

https://github.com/lraton/FlopperZiro
161•iraton•6h ago•46 comments

A Typology of Canadianisms

https://dchp.arts.ubc.ca/how-to-use
40•gnabgib•2h ago•21 comments

Show HN: MCP server for searching and downloading documents from Anna's Archive

https://github.com/iosifache/annas-mcp
47•iosifache•3h ago•22 comments

Jank Programming Language

https://jank-lang.org/
193•akkad33•3d ago•41 comments

Show HN: Petrichor – a free, open-source, offline music player for macOS

https://github.com/kushalpandya/Petrichor
16•kushalpandya•2h ago•3 comments

Multi-Region Row Level Security in CockroachDB

https://www.cockroachlabs.com/blog/fine-grained-access-control-row-level-security/
18•rusticwizard•2h ago•1 comments

A fast 3D collision detection algorithm

https://cairno.substack.com/p/improvements-to-the-separating-axis
173•OlympicMarmoto•10h ago•23 comments

HyAB k-means for color quantization

https://30fps.net/pages/hyab-kmeans/
20•ibobev•2h ago•8 comments

Understand CPU Branch Instructions Better

https://chrisfeilbach.com/2025/07/05/understand-cpu-branch-instructions-better/
27•mfiguiere•3d ago•6 comments

Configuring Split Horizon DNS with Pi-Hole and Tailscale

https://www.bentasker.co.uk/posts/blog/general/configuring-pihole-to-serve-different-records-to-different-clients.html
66•gm678•7h ago•17 comments

Linda Yaccarino is leaving X

https://www.nytimes.com/2025/07/09/technology/linda-yaccarino-x-steps-down.html
356•donohoe•9h ago•524 comments

Archaeologists unveil 3,500-year-old city in Peru

https://www.bbc.co.uk/news/articles/c07dmx38kyeo
119•neversaydie•2d ago•30 comments

Making Explainable Minesweeper

https://sublevelgames.github.io/blogs/2025-07-06-making-explainable-minesweeper/
20•greentec•3d ago•10 comments

Would You Like an IDOR With That? Leaking 64m McDonald's Job Applications

https://ian.sh/mcdonalds
41•samwcurry•5h ago•19 comments

White Noise – secure and private messenger

https://www.whitenoise.chat/
26•onhacker•2h ago•5 comments

Ruby 3.4 frozen string literals: What Rails developers need to know

https://www.prateekcodes.dev/ruby-34-frozen-string-literals-rails-upgrade-guide/
199•thomas_witt•3d ago•99 comments

Nuclear Waste Reprocessing Gains Momentum in the U.S.

https://spectrum.ieee.org/nuclear-waste-reprocessing-transmutation
89•rbanffy•9h ago•76 comments

The most otherworldly, mysterious forms of lightning on Earth

https://www.nationalgeographic.com/science/article/lightning-sprites-transient-luminous-events-thunderstorms
49•Anon84•3d ago•15 comments

Bootstrapping a side project into a profitable seven-figure business

https://projectionlab.com/blog/we-reached-1m-arr-with-zero-funding
788•jonkuipers•2d ago•208 comments

Most RESTful APIs aren't really RESTful

https://florian-kraemer.net//software-architecture/2025/07/07/Most-RESTful-APIs-are-not-really-RESTful.html
279•BerislavLopac•17h ago•447 comments

Phrase origin: Why do we "call" functions?

https://quuxplusone.github.io/blog/2025/04/04/etymology-of-call/
246•todsacerdoti•20h ago•170 comments

Memory-Level Parallelism: Apple M2 vs. Apple M4

https://lemire.me/blog/2025/07/09/memory-level-parallelism-apple-m2-vs-apple-m4/
27•zdw•3h ago•6 comments

QRS: Epsilon Wrangling

https://www.tbray.org/ongoing/When/202x/2025/07/07/Epsilon-Wrangling
10•zdw•3h ago•0 comments

An ambitious vision of a city built from lava

https://www.cnn.com/2025/07/03/style/lava-material-architecture-venice-biennale
6•dabinat•2d ago•1 comments

7-Zip for Windows can now use more than 64 CPU threads for compression

https://www.7-zip.org/history.txt
253•doener•2d ago•175 comments

Why LLMs Can't Write Q/Kdb+: Writing Code Right-to-Left

https://medium.com/@gabiteodoru/why-llms-cant-write-q-kdb-writing-code-right-to-left-ea6df68af443
172•gabiteodoru•1d ago•120 comments

I Ported SAP to a 1976 CPU. It Wasn't That Slow

https://github.com/oisee/zvdb-z80/blob/master/ZVDB-Z80-ABAP.md
127•weinzierl•2d ago•58 comments
Open in hackernews

Jank Programming Language

https://jank-lang.org/
193•akkad33•3d ago

Comments

axblount•5h ago
Aside from the lack of JVM, what's holding back Jank from being a drop in Clojure replacement?
Jeaye•5h ago
Once all of the necessary features are implemented, the only thing in the way will be JVM interop. If you have any "pure Clojure" code (i.e. no interop), it should also be valid jank code.
Jeaye•5h ago
Hey folks. I'm the creator of jank. I didn't expect to be on HN today, but I appreciate the interest.

In short, jank is Clojure, but it's on LLVM and has seamless C++ interop. You still get full nREPL capabilities, can redefine anything on the fly, and we can actually JIT compile C++ code alongside your Clojure. The seamless C++ interop is first of its kind, for a lisp, and is done by JIT compiling C++ alongside the LLVM IR we generate for jank and then stitching them together into one IR module.

Note, jank isn't released yet. I'm targeting the end of this year for the first alpha release. I put out monthly development updates on the jank blog, with the next one coming out this week.

dzonga•4h ago
beautiful work. clojure is very nice. one of the most impactful talks I have ever seen was from Rich Hickey - simple made easy.

however my only gripe with clojure while it's easy to write and comprehend at first - it's difficult to read. & yet most our time we read code not write it. but then again it might be my lack of brain power.

barrell•4h ago
My comment to code ratio is magnitudes higher in Clojure than in other languages, which helps a lot with this.

Also writing Clojure can be incredibly terse, resulting in quite high-effort when reading. Conversely, a lot of time I can condense hundreds of lines of equivalent python into 5 or 6 lines of Clojure. Having all of this functionality condensed into something you can fit in a tweet really helps for grokking larger parts of the dataflow or even larger system. So there are tradeoffs

Plus structural editing and the repl really help with the “reading” experience (reading in quotes because it’s much more interactive than reading)

NeutralForest•3h ago
> Conversely, a lot of time I can condense hundreds of lines of equivalent python into 5 or 6 lines of Clojure.

I'm curious if you have any example of this? Even if it's an hyperbole, I don't really see how.

d4mi3n•1h ago
In my (limited) experience with Clojure and other functional languages, this is usually true under situations where:

1. You’re mapping or reducing some dataset

2. Your iteration logic does not branch a lot

3. You can express your transformation logic using higher order functions (e.g. mapping a reduction operation across a multidimensional array)

Some domains have a log of this style of work—finance comes to mind—others do not. I suspect this is why I’ve personally seen a lot more of Clojure in finance circles than I have in other industries.

Jeaye•3h ago
I agree with you, but perhaps in my own way. Jumping into an arbitrary Clojure program can be tough, since the data shapes may not be defined anywhere. Hopefully the program uses spec or malli, but even then, unless they annotate every function with the shape it expects, you may be left needing to REPL in and poke around. However, REPLing in to check just a function or two may not be easy if the program requires some setup and doesn't use integrant or similar.

Once Clojure parity is achieved, I'm interested in static typing, pattern matching, value-based errors, and some other opt-in improvements that I think will greatly improve both readability and toolability (i.e. how well tooling can work with the code, based on what it knows of the code). Stay tuned. :)

thethimble•2h ago
What’s your take on Hickey’s talk titled “Maybe Not” which fundamentally criticizes static types? Is there a middle ground where some form of static typing makes sense in a Clojure-esque world?

https://youtu.be/YR5WdGrpoug?si=4mI8doBX6jj6PJkk

Jeaye•2h ago
Rich has many great ideas and he founded Clojure. I respect him deeply. On typing, however, we do not agree entirely.

For a practical example of a Clojure-like language with a completely static type system (with affine typing), see Carp. https://github.com/carp-lang/Carp

I don't see why there can't be a Carp mode in jank, with bridges in place to connect the Clojurey world from the Carpy world. This would allow jank users to develop interactively to start with, figure out their shapes, use the REPL, etc. Then, if they want, they can lock down some parts of the code for both performance and correctness gains.

narnarpapadaddy•1h ago
FWIW, (I have one Clojure project I inherited at work that my team maintains) I love this direction.
binary132•4h ago
I’m a bit curious why you chose to implement this as a different language (even though it implements Clojure) instead of an alternative Clojure backend and/or C++ syntax extension.

Do you plan to make Windows support first-class? I think a lot of people looking at LLVM based languages are interested in alternatives to C++ for games.

Jeaye•3h ago
> I’m a bit curious why you chose to implement this as a different language (even though it implements Clojure) instead of an alternative Clojure backend and/or C++ syntax extension.

jank is Clojure. However, the Clojure name is trademarked and using it requires permission which I don't have. Furthermore, I want to build upon the Clojure base to provide more, going forward. That may include static typing, value-based error handling, first class pattern matching, and so on. Those would be opt-in features on top of Clojure. All of these reasons lead me to not use Clojure in the name (like Clojure++, ClojureNative, etc).

> Do you plan to make Windows support first-class? I think a lot of people looking at LLVM based languages are interested in alternatives to C++ for games.

Indeed, a lot of game dev folks use Windows. Right now, jank's Windows support is limited. My initial audience is Clojure devs who want native access and lighter binaries. Once that launch has stabilized, I will focus on appealing to existing native devs who want to embed an interactive, functional language into their C++ applications. That will requires strengthening the Windows support, establishing stable native APIs, and writing the onboarding material for lisp, REPL-based editing, data-driven design, and so on. This is a much larger task, which is why I'm focusing on existing Clojure devs first.

twism•2h ago
Shouldn't it be an 'if' instead of 'when' in the first example?
Jeaye•2h ago
Yes it should. Thanks for the keen eye and taking the time to point that out.
mgdev•5h ago
I love this project. I've been a sponsor on GitHub since late last year.

But for the love of... please pick a different name.

Whatever reasons companies/teams will have for not letting someone use Jank at work, don't let the name be one of them.

onionisafruit•5h ago
What's the demonym for Jank devs? Janker?
ForgotMyUUID•4h ago
The cute form would be Jankiye
Jeaye•4h ago
Still deciding. Maybe jankster.
DetroitThrow•3h ago
Jankobite? Ehhh

I love this project, and frankly I can't wait until I see Zig code stitched into and interoperating in a lisp via C transpilation, but I really do agree with the top commenter if you can't get Clojure trademark approval.

Anyways, keep up the amazing work, I wish I could have seen your janky talk at Strangeloop on another timeline.

onionisafruit•2h ago
I suppose jank-yanker is off the table.
didibus•4h ago
You're in luck ;)

https://jank-lang.org/blog/2025-04-01-jank-has-been-renamed/

alanbernstein•1h ago
The "one letter danger" section is hilarious, but did you try to find any examples with a one-vowel difference?
intalentive•2h ago
What's the objection to the name? I don't get it.
hotpocket777•1h ago
Has negative connotations

https://fluentslang.com/jank-meaning/

npalli•5h ago
Since this appears to be the marquee feature (compared to the well regarded Clojure) it would be good to see some benchmarks comparing the JVM to LLVM versions.

This allows jank to offer the same benefits of REPL-based development while being able to seamlessly reach into the native world and compete seriously with JVM's performance.

Jeaye•4h ago
I have blog posts with various benchmarks and optimizations, but ultimately all of my time is being spent actually developing the language right now. The fluidity of the implementation also means that the benchmarks from last year aren't really applicable anymore.

Performance measurement and optimization is something I thoroughly enjoy and look forward to being able to focus on once jank hits parity with Clojure and is stable enough to warrant performance as a priority.

defo10•4h ago
I'm especially excited about the error reporting in jank. Fingers crossed they will live up to the blog post showcasing them. Most people I convince to give Clojure a shot tell me that they are utterly confused about its error messages.
chamomeal•3h ago
Yeah it’s pretty incredible how unhelpful the error messages are. A true feat. Still love clojure but wow
catfacts•3h ago
I remember Clapp a Common Lisp in C++ using LLVM. Clapp was promising but progress has been very slow. Since Clojure is similar to CL, one wonder if Jank will experiment similar problems. Might I ask the author of Jank whether he knows about Clapp and if so, how will this project try to avoid getting stagnated?

Edited: Here is a post in HN from 2014 about Clapp. https://news.ycombinator.com/item?id=8367404

In that post and comments we read that Clapp was 100x slower that sbcl, and the author of Clapp claimed: "LLVM is a great library for implementing C and C++ but more work needs to be done to support Lisp features like closures and first-class functions. We are working on that now".

I hope Clapp's author work in the last 11 years could help today efforts. Surely, the LLVM of today is not that of 11 years ago. Anyway, IMHO, sharing some knowledge could be productive for any project that is about C++, Lisp or Clojure using LLVM.

If I recall correctly, compiling Clapp takes a full day, that gives not a good vibe.

On the happy path, I think that Julia transpile to LLVM, but Julia is the result of many men working years at it. Honestly, I don't think that one single programmer to be able to create such a big project as a performant clojure in C++ will the ability to compile code quickly. Getting sbcl speed and compilation speed would be an extraordinary feat!

In Go there were great sacrifices to get fast compilation, and the problems to include generics, trying to avoid blows up compilation because some type checking is NP-complete.

Also perhaps ECL, a lisp in C, can gives us some hints about how to get better performance and compilation speed.

Perhaps I am just too old to be open to new dreams, anyway I hope the best to this project and I thank to Clojurists Together for supporting this project. It must be very intellectual rewarding to work in a project whose aim is to extend and improve your favorite computer language. But the journey will be no an easy one, that's for sure.

Jtsummers•1h ago
Clasp, not Clapp, and it's still getting releases. 2.7.0 was released in January, and 2.8.0 is pending.

https://github.com/clasp-developers/clasp

Jeaye•1h ago
> Might I ask the author of Jank whether he knows about Clapp and if so, how will this project try to avoid getting stagnated?

I'm aware of Clasp and have spoken with drmeister about it in the early days of jank. Ultimately, jank and Clasp differ greatly, not only in that jank is Clojure and Clasp is Common Lisp, but also in their approach to C++ interop.

> If I recall correctly, compiling Clapp takes a full day, that gives not a good vibe.

I'm not sure about Clasp's compile times, but C++ is slow to compile, in general. The jank compiler itself builds from nothing in about 1 minute on my machine. We've yet to see how the jank compiler will handle large Clojure project, but I do expect it to be slower than Clojure JVM.

> In that post and comments we read that Clapp was 100x slower that sbcl

That's an old post, so I'd expect that Clasp is faster now. I can say that jank is not 100x slower than Clojure JVM, in my benchmarks.

> Perhaps I am just too old to be open to new dreams, anyway I hope the best to this project and I thank to Clojurists Together for supporting this project. It must be very intellectual rewarding to work in a project whose aim is to extend and improve your favorite computer language. But the journey will be no an easy one, that's for sure.

Thanks for the interest and kind words. It's not easy, but it's doable!

sideeffffect•3h ago
How does programming with Clojure targeting multiple platforms (JVM, JS, CLR, LLVM, ...) work?

Are there Clojure libraries that don't use JVM(/JS/...)-specific stuff that works on any Clojure platform/dialect? Can such libraries be used on Jank out of the box? Or do library authors have to do something explicit in their libraries to enable their use in specific platforms/dialects?

Jeaye•2h ago
> Are there Clojure libraries that don't use JVM(/JS/...)-specific stuff that works on any Clojure platform/dialect? Can such libraries be used on Jank out of the box?

Correct. Any Clojure code which doesn't use interop will generally work with Clojure, ClojureScript, Clojure CLR, jank, etc. There are some exceptions, where different dialects don't fully implement a Clojure feature, but this is generally the case.

> Or do library authors have to do something explicit in their libraries to enable their use in specific platforms/dialects?

Clojure also supports reader macros to enable forms for specific dialects. This is basically like an #ifdef in the C world, where library devs can check if the code is currently being compiled for Clojure, ClojureScript, jank, and so on. This allows you to have a public function, for example, which internally just uses a reader conditional to do the correct thing. For example:

    (defn sleep [ms]
      #?(:clj (Thread/sleep ms)
         :jank (let [s (/ ms 1000)
                     ns (* (mod ms 1000) 1000000)
                     t (cpp/timespec. (cpp/long. s) (cpp/long. ns))]
                 (cpp/nanosleep (cpp/& t) cpp/nullptr))))

That's using the currently working C and C++ interop to call the POSIX C function. The same could be done for the C++ version. This function can now be used in both Clojure and jank with no difference to the consumer.
caim•3h ago
Great work! Also, the error messages are neat!
rtpg•1h ago
I am once again calling for someone to make something that's "basically clojure" but with whitespace instead of parens.

Parens don't matter, but giving values names causing indentation is something I simply cannot abide as a terminal intermediary value name giving person.

EDIT: oh and also something with "proper" multiline comments. Thanks!

Jeaye•1h ago
I'm interested in exploring this as a potential dialect of jank. In the simplest approach, it's just a lexer change. However, there are implications around how macros will work, since macros generate s-expressions in Clojure, but they'd need to generate whitespace blocks if we want the homoiconicity to spread throughout.

If you're interested in funding this work, or helping with the designs, please reach out. In the meantime, make sure you check out Rhombus. https://rhombus-lang.org/

rtpg•30m ago
Right, it's hard to disconnect some of Clojure's niceties from the macro work (though I think Clojure's macros tend to do less inner inspection than macros you'll see in other lisp variants)

The link to Rhombus is very interested, I hadn't heard of this and it looks very well developed. Will mess around with it.

chromalchemy•40m ago
This exists. https://yamlscript.org/blog/2025-06-24/how-does-ys-work/

https://yamlscript.org/about/ - YAMLScript (or YS) A graal pre-compiled Clojure environment, like Babashka, but uses a different, looser syntax (yaml based). Can run from command line.

Like a nicer Python?

rtpg•28m ago
I do not believe I want to write my code in something that goes through a YAML parser.
jankjankjank•6m ago
I feel like I’ve been coding jank already for most of my life.