frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

I miss thinking hard

https://www.jernesto.com/articles/thinking_hard
772•jernestomg•9h ago•449 comments

Data centers in space makes no sense

https://civai.org/blog/space-data-centers
749•ajyoon•17h ago•852 comments

Brazilian Micro-SaaS Map

https://saas-map.ssr.trapiche.cloud/
27•acfilho•3d ago•0 comments

Lessons learned shipping 500 units of my first hardware product

https://www.simonberens.com/p/lessons-learned-shipping-500-units
659•sberens•2d ago•299 comments

Show HN: Ghidra MCP Server – 110 tools for AI-assisted reverse engineering

https://github.com/bethington/ghidra-mcp
116•xerzes•6h ago•34 comments

Your Job Isn't Disappearing. It's Shrinking Around You in Real Time

https://newsletter.jantegze.com/p/your-job-isnt-disappearing-its-shrinking
9•hunglee2•1h ago•0 comments

Show HN: Craftplan – I built my wife a production management tool for her bakery

https://github.com/puemos/craftplan
399•deofoo•2d ago•103 comments

The Mathematics of Tuning Systems

https://math.ucr.edu/home/baez/tuning_talk/
41•u1hcw9nx•4d ago•9 comments

New York’s budget bill would require “blocking technology” on all 3D printers

https://blog.adafruit.com/2026/02/03/new-york-wants-to-ctrlaltdelete-your-3d-printer/
497•ptorrone•21h ago•552 comments

The FAX Numbers of the Beast, and Other Mathematical Sports

https://cabinetmagazine.org/issues/57/wertheim.php
3•marysminefnuf•1d ago•0 comments

Deno Sandbox

https://deno.com/blog/introducing-deno-sandbox
468•johnspurlock•19h ago•150 comments

Agent Skills

https://agentskills.io/home
483•mooreds•23h ago•233 comments

High-Altitude Adventure with a DIY Pico Balloon

https://spectrum.ieee.org/explore-stratosphere-diy-pico-balloon
47•jnord•3d ago•13 comments

Xcode 26.3 – Developers can leverage coding agents directly in Xcode

https://www.apple.com/newsroom/2026/02/xcode-26-point-3-unlocks-the-power-of-agentic-coding/
329•davidbarker•19h ago•284 comments

AliSQL: Alibaba's open-source MySQL with vector and DuckDB engines

https://github.com/alibaba/AliSQL
235•baotiao•18h ago•35 comments

Goblins: Distributed, Transactional Programming with Racket and Guile

https://spritely.institute/goblins/
60•alhazrod•4d ago•3 comments

X offices raided in France as UK opens fresh investigation into Grok

https://www.bbc.com/news/articles/ce3ex92557jo
427•vikaveri•1d ago•869 comments

221 Cannon is Not For Sale

https://fredbenenson.com/blog/2026/02/03/221-cannon-is-not-for-sale/
268•mecredis•20h ago•197 comments

Reimplementing Tor from Scratch for a Single-Hop Proxy

https://foxmoss.com/blog/kurrat/
52•Agreed3750•3d ago•9 comments

Prek: A better, faster, drop-in pre-commit replacement, engineered in Rust

https://github.com/j178/prek
259•fortuitous-frog•20h ago•108 comments

Exploring Different Keyboard Sensing Technologies

https://www.lttlabs.com/articles/2026/01/27/exploring-different-keyboard-sensing-technologies
36•viraptor•1w ago•18 comments

Broken Proofs and Broken Provers

https://lawrencecpaulson.github.io/2026/01/15/Broken_proofs.html
11•RebelPotato•4h ago•0 comments

How watercolor brushes are made (2015)

https://www.handprint.com/HP/WCL/brush1.html
40•YeGoblynQueenne•6d ago•3 comments

Resurrecting Crimsonland – Decompiling and preserving a cult 2003 classic game

https://banteg.xyz/posts/crimsonland/
138•banteg•2d ago•34 comments

Bunny Database

https://bunny.net/blog/meet-bunny-database-the-sql-service-that-just-works/
306•dabinat•1d ago•126 comments

France dumps Zoom and Teams as Europe seeks digital autonomy from the US

https://apnews.com/article/europe-digital-sovereignty-big-tech-9f5388b68a0648514cebc8d92f682060
1036•AareyBaba•20h ago•528 comments

Qwen3-Coder-Next

https://qwen.ai/blog?id=qwen3-coder-next
683•danielhanchen•21h ago•396 comments

1,400-year-old tomb featuring giant owl sculpture discovered in Mexico

https://www.cnn.com/2026/01/29/science/zapotec-tomb-mexico-scli-intl
114•breve•5d ago•29 comments

The largest zip tie is nearly 4 feet long and $75

https://www.thedrive.com/news/youll-have-that-on-those-big-jobs-the-worlds-largest-zip-tie-is-nea...
114•PaulHoule•5d ago•60 comments

FlashAttention-T: Towards Tensorized Attention

https://dl.acm.org/doi/10.1145/3774934.3786425
101•matt_d•15h ago•56 comments
Open in hackernews

A Rust API Inspired by Python, Powered by Serde

https://ohadravid.github.io/posts/2025-05-serde-reflect/
58•lukastyrychtr•8mo ago

Comments

ohr•8mo 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•8mo ago
Yes, great post! Thank you.
dundarious•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
Yes, but an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` handles that. That could be a useful helper.
LtWorf•8mo 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•8mo ago
I don't see the issue with just using an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` then.
LtWorf•8mo 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•8mo 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•8mo ago
Why? It's much more verbose and error prone (e.g. "stringly typed"). Do you never deserialize JSON?
dundarious•8mo ago
What's the difference between mistyping in the string here and mistyping in the struct definition? And yes I have.
olalonde•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo ago
In my opinion, the clean way to implement this is with methods instead of attributes for name, desired_speed, etc...
xpe•8mo 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•8mo 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•8mo ago
Glad you are open to feedback. My top question is: What kind of people do you want to read this and why?
vlovich123•8mo 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•8mo 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•8mo 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.