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I Cancelled Claude: Token Issues, Declining Quality, and Poor Support

https://nickyreinert.de/en/2026/2026-04-24-claude-critics/
96•y42•45m ago•28 comments

Sabotaging projects by overthinking, scope creep, and structural diffing

https://kevinlynagh.com/newsletter/2026_04_overthinking/
148•alcazar•2h ago•33 comments

Norway Set to Become Latest Country to Ban Social Media for Under 16s

https://www.bloomberg.com/news/articles/2026-04-24/norway-wants-kids-to-be-kids-with-social-media...
167•1vuio0pswjnm7•1h ago•118 comments

Different Language Models Learn Similar Number Representations

https://arxiv.org/abs/2604.20817
41•Anon84•2h ago•11 comments

Why I'm Done Making Desktop Applications (2009)

https://www.kalzumeus.com/2009/09/05/desktop-aps-versus-web-apps/
49•claxo•1h ago•27 comments

Spinel: Ruby AOT Native Compiler

https://github.com/matz/spinel
229•dluan•8h ago•60 comments

Mounting tar archives as a filesystem in WebAssembly

https://jeroen.github.io/notes/webassembly-tar/
77•datajeroen•6h ago•24 comments

US special forces soldier arrested after allegedly winning $400k on Maduro raid

https://www.cnn.com/2026/04/23/politics/us-special-forces-soldier-arrested-maduro-raid-trade
524•nkrisc•18h ago•559 comments

DeepSeek v4

https://api-docs.deepseek.com/
1529•impact_sy•13h ago•1162 comments

Show HN: How LLMs Work – Interactive visual guide based on Karpathy's lecture

https://ynarwal.github.io/how-llms-work/
221•ynarwal__•9h ago•54 comments

Hear your agent suffer through your code

https://github.com/AndrewVos/endless-toil
119•AndrewVos•5h ago•53 comments

Machine Learning Reveals Unknown Transient Phenomena in Historic Images

https://arxiv.org/abs/2604.18799
14•solarist•2h ago•10 comments

An update on recent Claude Code quality reports

https://www.anthropic.com/engineering/april-23-postmortem
852•mfiguiere•22h ago•648 comments

Physicists revive 1990s laser concept to propose a next-generation atomic clock

https://phys.org/news/2026-04-physicists-revive-1990s-laser-concept.html
5•wglb•15h ago•2 comments

Bitwarden CLI compromised in ongoing Checkmarx supply chain campaign

https://socket.dev/blog/bitwarden-cli-compromised
828•tosh•1d ago•404 comments

Why I Write (1946)

https://www.orwellfoundation.com/the-orwell-foundation/orwell/essays-and-other-works/why-i-write/
239•RyanShook•14h ago•60 comments

GPT-5.5

https://openai.com/index/introducing-gpt-5-5/
1481•rd•22h ago•988 comments

Show HN: Gova – The declarative GUI framework for Go

https://github.com/NV404/gova
93•aliezsid•10h ago•17 comments

8087 Emulation on 8086 Systems

https://www.os2museum.com/wp/learn-something-old-every-day-part-xx-8087-emulation-on-8086-systems/
37•ingve•5h ago•13 comments

Show HN: Atomic – Local-first, AI-augmented personal knowledge base

https://atomicapp.ai/
27•kenforthewin•4h ago•6 comments

MeshCore development team splits over trademark dispute and AI-generated code

https://blog.meshcore.io/2026/04/23/the-split
257•wielebny•23h ago•138 comments

Meta tells staff it will cut 10% of jobs

https://www.bloomberg.com/news/articles/2026-04-23/meta-tells-staff-it-will-cut-10-of-jobs-in-pus...
745•Vaslo•21h ago•759 comments

South Korea police arrest man for posting AI photo of runaway wolf

https://www.bbc.com/news/articles/c4gx1n0dl9no
201•giuliomagnifico•7h ago•124 comments

Researchers Simulated a Delusional User to Test Chatbot Safety

https://www.404media.co/delusion-using-chatgpt-gemini-claude-grok-safety-ai-psychosis-study/
12•Brajeshwar•1h ago•2 comments

Using the internet like it's 1999

https://joshblais.com/blog/using-the-internet-like-its-1999/
211•joshuablais•20h ago•151 comments

How to be anti-social – a guide to incoherent and isolating social experiences

https://nate.leaflet.pub/3mk4xkaxobc2p
157•calcifer•5h ago•169 comments

TorchTPU: Running PyTorch Natively on TPUs at Google Scale

https://developers.googleblog.com/torchtpu-running-pytorch-natively-on-tpus-at-google-scale/
180•mji•19h ago•16 comments

Affirm Retooled for Agentic Software Development in One Week

https://medium.com/@affirmtechnology/how-affirm-retooled-its-engineering-organization-for-agentic...
23•brd529•2h ago•11 comments

UK Biobank health data keeps ending up on GitHub

https://biobank.rocher.lc
179•Cynddl•1d ago•50 comments

Show HN: leaf – a terminal Markdown previewer with a GUI-like experience

https://github.com/RivoLink/leaf
13•RivoLink•5h ago•3 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.