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I am building a cloud

https://crawshaw.io/blog/building-a-cloud
229•bumbledraven•3h ago•84 comments

Alberta startup sells no-tech tractors for half price

https://wheelfront.com/this-alberta-startup-sells-no-tech-tractors-for-half-price/
1686•Kaibeezy•15h ago•539 comments

Apple fixes bug that cops used to extract deleted chat messages from iPhones

https://techcrunch.com/2026/04/22/apple-fixes-bug-that-cops-used-to-extract-deleted-chat-messages...
552•cdrnsf•11h ago•135 comments

We found a stable Firefox identifier linking all your private Tor identities

https://fingerprint.com/blog/firefox-tor-indexeddb-privacy-vulnerability/
652•danpinto•14h ago•176 comments

Ars Technica: Our newsroom AI policy

https://arstechnica.com/staff/2026/04/our-newsroom-ai-policy/
32•zdw•2h ago•13 comments

The Onion to Take over InfoWars

https://www.nytimes.com/2026/04/20/business/infowars-alex-jones-the-onion.html
111•lxm•2d ago•14 comments

5x5 Pixel font for tiny screens

https://maurycyz.com/projects/mcufont/
567•zdw•3d ago•121 comments

A True Life Hack: What Physical 'Life Force' Turns Biology's Wheels?

https://www.quantamagazine.org/what-physical-life-force-turns-biologys-wheels-20260420/
57•Prof_Sigmund•1d ago•7 comments

Over-editing refers to a model modifying code beyond what is necessary

https://nrehiew.github.io/blog/minimal_editing/
351•pella•14h ago•200 comments

Tempest vs. Tempest: The Making and Remaking of Atari's Iconic Video Game

https://tempest.homemade.systems
64•mwenge•6h ago•22 comments

Borrow-checking without type-checking

https://www.scattered-thoughts.net/writing/borrow-checking-without-type-checking/
50•jamii•4h ago•13 comments

Website streamed live directly from a model

https://flipbook.page/
252•sethbannon•13h ago•72 comments

OpenAI's response to the Axios developer tool compromise

https://openai.com/index/axios-developer-tool-compromise/
65•shpat•7h ago•33 comments

Flow Map Learning via Nongradient Vector Flow [pdf]

https://openreview.net/pdf?id=C1bkDPqvDW
23•E-Reverance•5h ago•0 comments

Technical, cognitive, and intent debt

https://martinfowler.com/fragments/2026-04-02.html
255•theorchid•15h ago•64 comments

Plexus P/20 Emulator

https://spritetm.github.io/plexus_20_emu/
13•hggh•3d ago•1 comments

An amateur historian's favorite books about the Silk Road

https://bookdna.com/best-books/silk-road
6•bwb•1d ago•1 comments

Ping-pong robot beats top-level human players

https://www.reuters.com/sports/ping-pong-robot-ace-makes-history-by-beating-top-level-human-playe...
114•wslh•16h ago•125 comments

Verus is a tool for verifying the correctness of code written in Rust

https://verus-lang.github.io/verus/guide/
48•fanf2•2d ago•9 comments

Parallel agents in Zed

https://zed.dev/blog/parallel-agents
217•ajeetdsouza•14h ago•120 comments

Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model

https://qwen.ai/blog?id=qwen3.6-27b
821•mfiguiere•18h ago•383 comments

Scoring Show HN submissions for AI design patterns

https://www.adriankrebs.ch/blog/design-slop/
304•hubraumhugo•17h ago•216 comments

Ultraviolet corona discharges on treetops during storms

https://www.psu.edu/news/earth-and-mineral-sciences/story/treetops-glowing-during-storms-captured...
228•t-3•18h ago•64 comments

Bring your own Agent to MS Teams

https://microsoft.github.io/teams-sdk/blog/bring-your-agent-to-teams/
56•umangsehgal93•9h ago•42 comments

Bodega cats of New York

https://bodegacatsofnewyork.com
189•zdw•5d ago•68 comments

Workspace Agents in ChatGPT

https://openai.com/index/introducing-workspace-agents-in-chatgpt/
132•mfiguiere•14h ago•50 comments

The handmade beauty of Machine Age data visualizations

https://resobscura.substack.com/p/the-handmade-beauty-of-machine-age
33•benbreen•17h ago•1 comments

Windows 9x Subsystem for Linux

https://social.hails.org/@hailey/116446826733136456
942•sohkamyung•22h ago•222 comments

Arch Linux Now Has a Bit-for-Bit Reproducible Docker Image

https://antiz.fr/blog/archlinux-now-has-a-reproducible-docker-image/
25•maxloh•5h ago•0 comments

What killed the Florida orange?

https://slate.com/business/2026/04/florida-state-orange-food-houses-real-estate.html
150•danso•2d ago•135 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•11mo 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•11mo ago
Yes, great post! Thank you.
dundarious•11mo 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•11mo 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•11mo 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•11mo 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•11mo ago
Yes, but an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` handles that. That could be a useful helper.
LtWorf•11mo 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•11mo ago
I don't see the issue with just using an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` then.
LtWorf•11mo 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•11mo 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•11mo ago
Why? It's much more verbose and error prone (e.g. "stringly typed"). Do you never deserialize JSON?
dundarious•11mo ago
What's the difference between mistyping in the string here and mistyping in the struct definition? And yes I have.
olalonde•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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•11mo ago
In my opinion, the clean way to implement this is with methods instead of attributes for name, desired_speed, etc...
xpe•11mo 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•11mo 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•11mo ago
Glad you are open to feedback. My top question is: What kind of people do you want to read this and why?
vlovich123•11mo 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•11mo 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•11mo 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.