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Cowork: Claude Code for the rest of your work

https://claude.com/blog/cowork-research-preview
845•adocomplete•11h ago•391 comments

TimeCapsuleLLM: LLM trained only on data from 1800-1875

https://github.com/haykgrigo3/TimeCapsuleLLM
558•admp•14h ago•228 comments

The Cray-1 Computer System (1977) [pdf]

https://s3data.computerhistory.org/brochures/cray.cray1.1977.102638650.pdf
77•LordGrey•3d ago•42 comments

Postal Arbitrage

https://walzr.com/postal-arbitrage
354•The28thDuck•13h ago•182 comments

HP Reveals Keyboard Computer with Ryzen AI Chip

https://www.hp.com/us-en/desktops/business/eliteboard.html
32•tonymet•5d ago•34 comments

Implementing a web server in a single printf() call (2014)

https://tinyhack.com/2014/03/12/implementing-a-web-server-in-a-single-printf-call/
26•nateb2022•4d ago•2 comments

The chess bot on Delta Air Lines will destroy you (2024) [video]

https://www.youtube.com/watch?v=c0mLhHDcY3I
207•cjaackie•11h ago•161 comments

Floppy disks turn out to be the greatest TV remote for kids

https://blog.smartere.dk/2026/01/floppy-disks-the-best-tv-remote-for-kids/
561•mchro•17h ago•326 comments

Provenance Is the New Version Control

https://aicoding.leaflet.pub/3mcbiyal7jc2y
25•gpi•3h ago•20 comments

Some ecologists fear their field is losing touch with nature

https://www.nature.com/articles/d41586-025-04150-w
90•Growtika•4d ago•40 comments

Unauthenticated remote code execution in OpenCode

https://cy.md/opencode-rce/
292•CyberShadow•1d ago•89 comments

Text-Based Web Browsers

https://cssence.com/2026/text-based-web-browsers/
13•pabs3•1h ago•5 comments

Date is out, Temporal is in

https://piccalil.li/blog/date-is-out-and-temporal-is-in/
354•alexanderameye•15h ago•135 comments

Fabrice Bellard's TS Zip (2024)

https://www.bellard.org/ts_zip/
137•everlier•10h ago•56 comments

LLVM: The bad parts

https://www.npopov.com/2026/01/11/LLVM-The-bad-parts.html
319•vitaut•16h ago•60 comments

Apple picks Gemini to power Siri

https://www.cnbc.com/2026/01/12/apple-google-ai-siri-gemini.html
784•stygiansonic•15h ago•460 comments

Kafka Inc

https://libertiesjournal.com/online-articles/kafkainc/
6•Caiero•5d ago•2 comments

Show HN: AI in SolidWorks

https://www.trylad.com
147•WillNickols•14h ago•80 comments

Anthropic made a mistake in cutting off third-party clients

https://archaeologist.dev/artifacts/anthropic
268•codesparkle•20h ago•186 comments

Show HN: Yolobox – Run AI coding agents with full sudo without nuking home dir

https://github.com/finbarr/yolobox
76•Finbarr•12h ago•59 comments

F2 (YC S25) Is Hiring

https://www.ycombinator.com/companies/f2/jobs/cJsc7Fe-product-designer
1•arctech•8h ago

Show HN: Agent-of-empires: OpenCode and Claude Code session manager

https://github.com/njbrake/agent-of-empires
85•river_otter•16h ago•24 comments

Windows 8 Desktop Environment for Linux

https://github.com/er-bharat/Win8DE
176•edent•17h ago•159 comments

The struggle of resizing windows on macOS Tahoe

https://noheger.at/blog/2026/01/11/the-struggle-of-resizing-windows-on-macos-tahoe/
2608•happosai•1d ago•1111 comments

Ozempic is changing the foods Americans buy

https://news.cornell.edu/stories/2025/12/ozempic-changing-foods-americans-buy
377•giuliomagnifico•18h ago•670 comments

Google removes AI health summaries after investigation finds dangerous flaws

https://arstechnica.com/ai/2026/01/google-removes-some-ai-health-summaries-after-investigation-fi...
146•barishnamazov•7h ago•87 comments

Show HN: Fall asleep by watching JavaScript load

https://github.com/sarusso/bedtime
61•sarusso•12h ago•21 comments

Why BM25 queries with more terms can be faster (and other scaling surprises)

https://turbopuffer.com/blog/bm25-latency-musings
15•_peregrine_•4d ago•0 comments

Zen-C: Write like a high-level language, run like C

https://github.com/z-libs/Zen-C
180•simonpure•18h ago•108 comments

Message Queues: A Simple Guide with Analogies (2024)

https://www.cloudamqp.com/blog/message-queues-exaplined-with-analogies.html
93•byt3h3ad•13h ago•25 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.