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Moltbook

https://www.moltbook.com/
336•teej•5h ago•163 comments

OpenClaw – Moltbot Renamed Again

https://openclaw.ai/blog/introducing-openclaw
123•ed•3h ago•41 comments

How AI Impacts Skill Formation

https://arxiv.org/abs/2601.20245
59•northfield27•1h ago•27 comments

Grid: Free, local-first, browser-based 3D printing/CNC/laser slicer

https://grid.space/stem/
282•cyrusradfar•10h ago•97 comments

PlayStation 2 Recompilation Project Is Absolutely Incredible

https://redgamingtech.com/playstation-2-recompilation-project-is-absolutely-incredible/
419•croes•14h ago•194 comments

Software Pump and Dump

http://tautvilas.lt/software-pump-and-dump/
18•brisky•3d ago•3 comments

Project Genie: Experimenting with infinite, interactive worlds

https://blog.google/innovation-and-ai/models-and-research/google-deepmind/project-genie/
567•meetpateltech•16h ago•275 comments

Doin' It with a 555: One Chip to Rule Them All

https://aashvik.com/posts/555-revolution/
32•MonkeyClub•2d ago•17 comments

Claude Code daily benchmarks for degradation tracking

https://marginlab.ai/trackers/claude-code/
663•qwesr123•19h ago•308 comments

Photoroom (YC S20) Is Hiring a Head of Cross-Platform (Rust) in Paris

https://jobs.ashbyhq.com/photoroom/dc994a7c-e104-46e1-81c3-b88d635398b9
1•ea016•2h ago

Retiring GPT-4o, GPT-4.1, GPT-4.1 mini, and OpenAI o4-mini in ChatGPT

https://openai.com/index/retiring-gpt-4o-and-older-models/
185•rd•12h ago•253 comments

Stargaze: SpaceX's Space Situational Awareness System

https://starlink.com/updates/stargaze
79•hnburnsy•5h ago•20 comments

How AI assistance impacts the formation of coding skills

https://www.anthropic.com/research/AI-assistance-coding-skills
37•vismit2000•3h ago•5 comments

GOG: Linux "the next major frontier" for gaming as it works on a native client

https://www.xda-developers.com/gog-calls-linux-the-next-major-frontier-for-gaming-as-it-works-on-...
28•franczesko•54m ago•3 comments

AGENTS.md outperforms skills in our agent evals

https://vercel.com/blog/agents-md-outperforms-skills-in-our-agent-evals
326•maximedupre•19h ago•137 comments

Backseat Software

https://blog.mikeswanson.com/backseat-software/
92•zdw•10h ago•15 comments

The Dank Case for Scrolling Window Managers

https://tedium.co/2026/01/29/niri-danklinux-scrolling-window-managers/
73•todsacerdoti•4h ago•33 comments

The WiFi only works when it's raining (2024)

https://predr.ag/blog/wifi-only-works-when-its-raining/
178•epicalex•12h ago•54 comments

Nannou – A creative coding framework for Rust

https://github.com/nannou-org/nannou
27•dmit•2d ago•3 comments

Flameshot

https://github.com/flameshot-org/flameshot
186•OsrsNeedsf2P•13h ago•70 comments

Spacecurve: A space-filling curve playground

https://corte.si/posts/spacecurve/announce/
11•cortesi•2d ago•2 comments

Show HN: Mystral Native – Run JavaScript games natively with WebGPU (no browser)

https://github.com/mystralengine/mystralnative
25•Flux159•2d ago•3 comments

The paper model houses of Peter Fritz (2013)

https://socks-studio.com/2013/12/06/the-imaginary-town-of-an-unconscious-architect-the-387-paper-...
18•NaOH•2d ago•1 comments

My Mom and Dr. DeepSeek (2025)

https://restofworld.org/2025/ai-chatbot-china-sick/
181•kieto•14h ago•94 comments

Two days of oatmeal reduce cholesterol level

https://www.uni-bonn.de/en/news/017-2026
133•brandonb•6h ago•91 comments

CISA’s acting head uploaded sensitive files into public version of ChatGPT

https://www.politico.com/news/2026/01/27/cisa-madhu-gottumukkala-chatgpt-00749361
148•rurp•2d ago•218 comments

A lot of population numbers are fake

https://davidoks.blog/p/a-lot-of-population-numbers-are-fake
334•bookofjoe•19h ago•279 comments

Is the RAM shortage killing small VPS hosts?

https://www.fourplex.net/2026/01/29/is-the-ram-shortage-killing-small-vps-hosts/
171•neelc•17h ago•198 comments

Launch HN: AgentMail (YC S25) – An API that gives agents their own email inboxes

144•Haakam21•16h ago•148 comments

The Home Computer Hybrids: Atari, TI, and the FCC

https://technicshistory.com/2026/01/25/the-home-computer-hybrids/
21•cfmcdonald•3d ago•1 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.