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Project Glasswing: Securing critical software for the AI era

https://www.anthropic.com/glasswing
939•Ryan5453•8h ago•420 comments

US and Iran agree to provisional ceasefire

https://www.theguardian.com/us-news/2026/apr/07/trump-iran-war-ceasefire
209•g-b-r•3h ago•536 comments

Lunar Flyby

https://www.nasa.gov/gallery/lunar-flyby/
413•kipi•11h ago•105 comments

System Card: Claude Mythos Preview [pdf]

https://www-cdn.anthropic.com/53566bf5440a10affd749724787c8913a2ae0841.pdf
551•be7a•8h ago•401 comments

GLM-5.1: Towards Long-Horizon Tasks

https://z.ai/blog/glm-5.1
428•zixuanlimit•10h ago•154 comments

How to get better at guitar

https://www.jakeworth.com/posts/how-to-get-better-at-guitar/
207•jwworth•2d ago•94 comments

S3 Files

https://www.allthingsdistributed.com/2026/04/s3-files-and-the-changing-face-of-s3.html
211•werner•6h ago•63 comments

Cambodia unveils statue to honour famous landmine-sniffing rat

https://www.bbc.com/news/articles/c0rx7xzd10xo
289•speckx•9h ago•65 comments

Binary obfuscation used in AAA Games

https://blog.farzon.org/2026/04/binary-obfuscation-that-doesnt-kill-lto.html
12•noztol•2d ago•0 comments

A truck driver spent 20 years making a scale model of every building in NYC

https://www.smithsonianmag.com/smart-news/a-truck-drive-spent-20-years-making-this-astonishing-sc...
256•1659447091•1d ago•43 comments

JSIR: A High-Level IR for JavaScript

https://discourse.llvm.org/t/rfc-jsir-a-high-level-ir-for-javascript/90456
15•nnx•1h ago•4 comments

Show HN: An interactive map of Tolkien's Middle-earth

https://middle-earth-interactive-map.web.app/
93•frasermarlow•5h ago•20 comments

Show HN: Brutalist Concrete Laptop Stand (2024)

https://sam-burns.com/posts/concrete-laptop-stand/
708•sam-bee•15h ago•217 comments

A database of analog cameras that can be 3D printed

https://printed.analogcamera.space/
32•thomasjb•4d ago•1 comments

Xilem – An experimental Rust native UI framework

https://github.com/linebender/xilem
24•Levitating•2h ago•2 comments

Cloudflare targets 2029 for full post-quantum security

https://blog.cloudflare.com/post-quantum-roadmap/
287•ilreb•12h ago•90 comments

A whole boss fight in 256 bytes

https://hellmood.111mb.de//A_whole_boss_fight_in_256_bytes.html
68•HellMood•2d ago•15 comments

Bitcoin and quantum computing

https://nehanarula.org/2026/04/03/bitcoin-and-quantum-computing.html
107•nehan•5h ago•65 comments

Show HN: Gemma 4 Multimodal Fine-Tuner for Apple Silicon

https://github.com/mattmireles/gemma-tuner-multimodal
129•MediaSquirrel•6h ago•20 comments

The Clock

https://blog.senko.net/the-clock
15•senko•3d ago•1 comments

Rescuing old printers with an in-browser Linux VM bridged to WebUSB over USB/IP

https://printervention.app/details
151•gmac•10h ago•67 comments

The Image Boards of Hayao Miyazaki

https://animationobsessive.substack.com/p/the-image-boards-of-hayao-miyazaki
115•vinhnx•1d ago•12 comments

A blind man made it possible for others with low vision to build Lego sets

https://apnews.com/article/lego-bricks-for-blind-audio-braille-instructions-5a2a27de4354a0b144317...
55•speckx•12h ago•5 comments

Google open-sources experimental agent orchestration testbed Scion

https://www.infoq.com/news/2026/04/google-agent-testbed-scion/
162•timbilt•12h ago•46 comments

AI helps add 10k more photos to OldNYC

https://www.danvk.org/2026/03/08/oldnyc-updates.html
124•evakhoury•1d ago•41 comments

Running out of disk space in production

https://alt-romes.github.io/posts/2026-04-01-running-out-of-disk-space-on-launch.html
154•romes•4d ago•79 comments

Move Detroit

https://www.movedetroit.com/program
33•rmason•5h ago•49 comments

Has electricity decoupled from natural gas prices in Germany?

https://has-electricity-decoupled-yet.strommarktberatung.de
86•konschubert•12h ago•125 comments

Assessing Claude Mythos Preview's cybersecurity capabilities

https://red.anthropic.com/2026/mythos-preview/
262•sweis•8h ago•38 comments

John Coltrane illustrates the mathematics of jazz

https://www.americanjazzmusicsociety.com/blog/john-coltrane-draws
106•luu•20h ago•13 comments
Open in hackernews

A Rust API Inspired by Python, Powered by Serde

https://ohadravid.github.io/posts/2025-05-serde-reflect/
58•lukastyrychtr•11mo ago

Comments

ohr•10mo ago
(Author here) I needed to do a bit of "reflection" in a Rust crate but didn't want to implement a procedural macro, so I used Serde (which is a (de)serialization crate) instead.

This is also a deep dive into Serde internals - hope you'll like it!

snthpy•10mo ago
Yes, great post! Thank you.
dundarious•10mo ago
Pardon me, but I prefer the original by 1 million miles.

  let res = raw_api::query("SELECT * FROM Win32_Fan");
  for obj in res {
    if obj.get_attr("ActiveCooling") == Value::Bool(true) {
        if let Value::String(name) = obj.get_attr("Name") {
            if let Value::UI8(speed) = obj.get_attr("DesiredSpeed") {
                println!("Fan `{name}` is running at {speed} RPM");
            }
        }
    }
  }
If actually concerned about the need to know UI8, then create a typedef DesiredSpeedT or similar. This is equivalent to the struct Fan.

Edit: I understand the post is probably more of a playful exercise than anything else, but I really think the original is far far better (smaller, simpler, etc.) and hope that is not lost on people.

ohr•10mo ago
That's understandable, but I think it depends on how many different structs like this you have and how many fields you need to work with (for our usecase, we had tens of structs with tens of fields each).

There's also an Alternatives section in the article about other approaches that can achieve similar results, but of course 'do nothing' is also a valid option.

Edit: > If actually concerned about the need to know UI8 ..

Just a small note: even if you don't care about the fact that it's a UI8, you still have to use the correct type. For example, if the field happens to be returned as UI4, this code won't work!

dundarious•10mo ago
Right, but isn't the struct definition equivalent in line count and effort compared to some typedefs and perhaps a handful of trivial-to-inspect oneline helper functions?

Regarding the UI8, don't you have to get your version's struct data member type correct to the exact same degree as a typedef in my suggestion?

ohr•10mo ago
> don't you have to get your version's struct data member type correct

No, since Serde will happyly fill a `u64` field with any other `u{8,16,32}` value, and even with signed types (as long as the actual value is non-negative) - this is sort of what happens when you deserialize a JSON `[1, 2, 3]` into `[u64]`.

dundarious•10mo ago
Yes, but an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` handles that. That could be a useful helper.
LtWorf•10mo ago
I wrote typedload in python. Once they show you an API with hundreds of types you appreciate not having to do like that all the time.
dundarious•10mo ago
I don't see the issue with just using an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` then.
LtWorf•10mo ago
There's unions, there's stuff that uses reserved words in the language as field names... You are obviously not familiar with this task.
dundarious•10mo ago
The "generic macro over struct definitions" approach is the one that has at least some trouble dealing with these situations, not the "getter function with string argument" approach. I've had to do plenty of json and protocol buffers wrangling (meaningfully different, I know), and versioned packed struct memcpy/reinterpret_cast "parsing" as well.

My point is I don't want to do "this task" at all if "this task" means layering funky auto-generated machinery on top of what is already a perfectly reasonable API.

olalonde•10mo ago
Why? It's much more verbose and error prone (e.g. "stringly typed"). Do you never deserialize JSON?
dundarious•10mo ago
What's the difference between mistyping in the string here and mistyping in the struct definition? And yes I have.
olalonde•10mo ago
You only need to get it right once, and from then on the compiler will catch any mistakes if you use it incorrectly. In contrast, every time you write obj.get_attr("DesiredSpeed"), there's a chance you'll make a typo and the compiler won't warn you about it.
dgacmu•10mo ago
This kind of sells the reason not to wrap things behind an object interface, doesn't it?

    for fan in c.query("SELECT * FROM Win32_Fan"):
        if fan.wmi_property("ActiveCooling").value is True:
            print(f"Fan `{fan.wmi_property('Name').value}` is running at {fan.wmi_property('DesiredSpeed').value} RPM")
vs "SELECT Name, DesiredSpeed from Win32_Fan where ActiveCooling"

Obviously, this doesn't matter when you have 5 fans, but in general, you want to push your restrictions as deeply into the query as possible from an optimization standpoint.

ohr•10mo ago
In WMI, the fields are lazy loaded when you do a `*` query, but the real crate [does use the same Serde reflection tricks](https://github.com/ohadravid/wmi-rs/blob/main/src/query.rs#L...) to create the correct field list when you query a struct which improves perf a lot!
vlovich123•10mo ago
> Obviously, this doesn't matter when you have 5 fans, but in general, you want to push your restrictions as deeply into the query as possible from an optimization standpoint.

Depends where the database lives. If it's an in-process SQLite DB instance, there's no difference & doing this in code is easier to understand than more complicated SQL queries (of course not necessarily in this case but in general). But in all other cases you are correct about efficiency in general (although again other effects can dominate & make it irrelevant).

lnyng•10mo ago
Interesting post. We wrote this “below” utility [1] that monitor system metrics similar to atop. We want the ability to collect all metrics into a single object, pass it around and visualize it elsewhere. Naturally we need some way to query into fields or even nested-struct fields. For example, to get the file cache usage of a particular process, we need to go through sample->processes->pid->memory->file cache. To do it ergonomically and also type-safely, we end up using proc macro to generate enums that represent field paths of the structs and then use them to query values of non-struct (leaf) fields. I always wonder if there are simpler ways or existing proc macro derives to safe us the efforts. Maybe I do need to look into serde internals for some inspirations.

[1] https://github.com/facebookincubator/below/blob/main/below/b...

lovasoa•10mo ago
In my opinion, the clean way to implement this is with methods instead of attributes for name, desired_speed, etc...
xpe•10mo ago
The title is vague in my opinion. What kind of API? What problem does it hope to solve? The article uses querying system data as examples, but after skimming it, I’m not sure why I would care. My comment is also a criticism of the article, since I couldn’t skim in quickly to figure out if I should spend more time on it.
ohr•10mo ago
(Author here) Thanks! That's useful feedback.

I also agree - the final article isn't skim-friendly enough, which drives away some readers.

xpe•10mo ago
Glad you are open to feedback. My top question is: What kind of people do you want to read this and why?
vlovich123•10mo ago
I don't really understand what this offers above diesel.rs which AFAIK is a similar reflection interface except with much more flushed out ORM capabilities (much more complex filtering, joining etc) & support for an assortment of SQL dialects.
VWWHFSfQ•10mo ago
> let res: Vec<Fan> = query();

It might feel more natural, and less magical if this used a turbofish instead

    let res = query::<Fan>();

Very neat
throw_a_grenade•10mo ago
That's wdat minijinja does internally. As an argument to Template::render() you can give it any struct that implements Deserialize. That's how you can get varying (sic) variables to a single function and even attributes on "objects" processed by tte template.