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Anthropic bans use of API in OpenCode CLI tool

https://github.com/anomalyco/opencode/issues/7410
75•sergiotapia•49m ago•28 comments

Why I Left iNaturalist

https://kueda.net/blog/2026/01/06/why-i-left-inat/
114•erutuon•3h ago•39 comments

How to Code Claude Code in 200 Lines of Code

https://www.mihaileric.com/The-Emperor-Has-No-Clothes/
390•nutellalover•8h ago•158 comments

Embassy: Modern embedded framework, using Rust and async

https://github.com/embassy-rs/embassy
137•birdculture•5h ago•51 comments

Sopro TTS: A 169M model with zero-shot voice cloning that runs on the CPU

https://github.com/samuel-vitorino/sopro
172•sammyyyyyyy•7h ago•75 comments

Anti-cheat evolution in Windows 11

https://www.andrea-allievi.com/blog/new-year-post-anti-cheat-evolution-in-windows-11/
21•davikr•5d ago•4 comments

Bose has released API docs and opened the API for its EoL SoundTouch speakers

https://arstechnica.com/gadgets/2026/01/bose-open-sources-its-soundtouch-home-theater-smart-speak...
2183•rayrey•13h ago•321 comments

Show HN: Executable Markdown files with Unix pipes

30•jedwhite•2h ago•19 comments

Richard D. James aka Aphex Twin speaks to Tatsuya Takahashi (2017)

https://web.archive.org/web/20180719052026/http://item.warp.net/interview/aphex-twin-speaks-to-ta...
116•lelandfe•7h ago•32 comments

The Unreasonable Effectiveness of the Fourier Transform

https://joshuawise.com/resources/ofdm/
168•voxadam•9h ago•76 comments

The Jeff Dean Facts

https://github.com/LRitzdorf/TheJeffDeanFacts
428•ravenical•15h ago•158 comments

AI coding assistants are getting worse?

https://spectrum.ieee.org/ai-coding-degrades
259•voxadam•13h ago•408 comments

I hacked Casio F-91W digital watch

https://medium.com/infosec-watchtower/how-i-hacked-casio-f-91w-digital-watch-892bd519bd15
5•jollyjerry•4d ago•0 comments

Google AI Studio is now sponsoring Tailwind CSS

https://twitter.com/OfficialLoganK/status/2009339263251566902
536•qwertyforce•9h ago•189 comments

Show HN: macOS menu bar app to track Claude usage in real time

https://github.com/richhickson/claudecodeusage
107•RichHickson•10h ago•37 comments

Ushikuvirus: Newly discovered virus may offer clues to the origin of eukaryotes

https://www.tus.ac.jp/en/mediarelations/archive/20251219_9539.html
80•rustoo•23h ago•13 comments

He was called a 'terrorist sympathizer.' Now his AI company is valued at $3B

https://sfstandard.com/2026/01/07/called-terrorist-sympathizer-now-ai-company-valued-3b/
116•newusertoday•10h ago•136 comments

Fixing a Buffer Overflow in Unix v4 Like It's 1973

https://sigma-star.at/blog/2025/12/unix-v4-buffer-overflow/
89•vzaliva•10h ago•29 comments

Flint Confirms Biodegradable Paper Batteries Are Now in Production

https://audioxpress.com/news/flint-confirms-biodegradable-paper-batteries-are-now-in-production
32•rmason•6h ago•4 comments

Mux (YC W16) is hiring a platform engineer that cares about (internal) DX

https://www.mux.com/jobs
1•mmcclure•7h ago

Show HN: A geofence-based social network app 6 years in development

https://www.localvideoapp.com
44•Adrian-ChatLocl•7h ago•27 comments

Systematically Improving Espresso: Mathematical Modeling and Experiment (2020)

https://www.cell.com/matter/fulltext/S2590-2385(19)30410-2
14•austinallegro•6d ago•5 comments

Dell admits consumers don't care about AI PCs

https://www.pcgamer.com/hardware/dells-ces-2026-chat-was-the-most-pleasingly-un-ai-briefing-ive-h...
457•mossTechnician•1d ago•336 comments

Pole of Inaccessibility

https://en.wikipedia.org/wiki/Pole_of_inaccessibility
37•benbreen•5d ago•9 comments

Logistics Is Dying; Or – Dude, Where's My Mail?

https://lagomor.ph/2026/01/logistics-is-dying-or-dude-wheres-my-mail/
20•ChilledTonic•2h ago•4 comments

Digital Red Queen: Adversarial Program Evolution in Core War with LLMs

https://sakana.ai/drq/
107•hardmaru•12h ago•11 comments

Making Magic Leap past Nvidia's secure bootchain and breaking Tesla Autopilots

https://fahrplan.events.ccc.de/congress/2025/fahrplan/event/making-the-magic-leap-past-nvidia-s-s...
46•rguiscard•1w ago•12 comments

Learning to Play Tic-Tac-Toe with Jax

https://joe-antognini.github.io/ml/jax-tic-tac-toe
37•antognini•4d ago•5 comments

I used Lego to design a farm for people who are blind – like me

https://www.bbc.co.uk/news/articles/c4g4zlyqnr0o
107•ColinWright•3d ago•44 comments

Task-free intelligence testing of LLMs

https://www.marble.onl/posts/tapping/index.html
53•amarble•8h ago•15 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•7mo 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•7mo ago
Yes, great post! Thank you.
dundarious•7mo 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•7mo 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•7mo 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•7mo 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•7mo ago
Yes, but an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` handles that. That could be a useful helper.
LtWorf•7mo 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•7mo ago
I don't see the issue with just using an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` then.
LtWorf•7mo 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•7mo 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•7mo ago
Why? It's much more verbose and error prone (e.g. "stringly typed"). Do you never deserialize JSON?
dundarious•7mo ago
What's the difference between mistyping in the string here and mistyping in the struct definition? And yes I have.
olalonde•7mo 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•7mo 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•7mo 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•7mo 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•7mo 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•7mo ago
In my opinion, the clean way to implement this is with methods instead of attributes for name, desired_speed, etc...
xpe•7mo 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•7mo 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•7mo ago
Glad you are open to feedback. My top question is: What kind of people do you want to read this and why?
vlovich123•7mo 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•7mo 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•7mo 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.