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1M context is now generally available for Opus 4.6 and Sonnet 4.6

https://claude.com/blog/1m-context-ga
341•meetpateltech•10h ago•98 comments

Games with loot boxes to get minimum 16 age rating across Europe

https://www.bbc.com/news/articles/cge84xqjg5lo
56•gostsamo•3h ago•12 comments

I Found 39 Algolia Admin Keys Exposed Across Open Source Documentation Sites

https://benzimmermann.dev/blog/algolia-docsearch-admin-keys
90•kernelrocks•4h ago•22 comments

Can I run AI locally?

https://www.canirun.ai/
993•ricardbejarano•14h ago•260 comments

Optimizing Content for Agents

https://cra.mr/optimizing-content-for-agents/
7•vinhnx•53m ago•0 comments

Show HN: Channel Surfer – Watch YouTube like it’s cable TV

https://channelsurfer.tv
428•kilroy123•2d ago•139 comments

Coding My Handwriting

https://www.amygoodchild.com/blog/cursive-handwriting-in-javascript
52•bwoah•4d ago•4 comments

Mouser: An open source alternative to Logi-Plus mouse software

https://github.com/TomBadash/MouseControl
219•avionics-guy•8h ago•69 comments

Qatar helium shutdown puts chip supply chain on a two-week clock

https://www.tomshardware.com/tech-industry/qatar-helium-shutdown-puts-chip-supply-chain-on-a-two-...
460•johnbarron•14h ago•421 comments

Hammerspoon

https://github.com/Hammerspoon/hammerspoon
228•tosh•8h ago•83 comments

Our Experience with I-Ready

https://moultano.wordpress.com/2026/03/12/our-experience-with-i-ready/
24•barry-cotter•2h ago•4 comments

Parallels confirms MacBook Neo can run Windows in a virtual machine

https://www.macrumors.com/2026/03/13/macbook-neo-runs-windows-11-vm/
208•tosh•13h ago•288 comments

TUI Studio – visual terminal UI design tool

https://tui.studio/
571•mipselaer•16h ago•275 comments

Elon Musk pushes out more xAI founders as AI coding effort falters

https://www.ft.com/content/e5fbc6c2-d5a6-4b97-a105-6a96ea849de5
349•merksittich•10h ago•525 comments

New 'negative light' technology hides data transfers in plain sight

https://www.unsw.edu.au/newsroom/news/2026/03/New-negative-light-technology-hides-data-transfers-...
69•wjSgoWPm5bWAhXB•2d ago•43 comments

Shipping Grayscale Photos at Small Scale

https://underjord.io/shipping-grayscale-photos-at-small-scale.html
8•zdw•4d ago•0 comments

Using Thunderbird for RSS

https://rubenerd.com/using-thunderbird-for-rss/
77•ingve•3d ago•17 comments

Lost Doctor Who episodes found

https://www.bbc.co.uk/news/articles/c4g7kwq1k11o
237•edent•22h ago•76 comments

OpenTelemetry for Rust Developers

https://signoz.io/blog/opentelemetry-rust/
39•dhruv_ahuja•3d ago•6 comments

Stanford researchers report first recording of a blue whale's heart rate (2019)

https://news.stanford.edu/stories/2019/11/first-ever-recording-blue-whales-heart-rate
57•eatonphil•8h ago•38 comments

An investigation of the forces behind the age-verification bills

https://old.reddit.com/r/linux/comments/1rshc1f/i_traced_2_billion_in_nonprofit_grants_and_45/
96•pabs3•2h ago•12 comments

Source code of Swedish e-government services has been leaked

https://darkwebinformer.com/full-source-code-of-swedens-e-government-platform-leaked-from-comprom...
206•tavro•17h ago•205 comments

Show HN: Context Gateway – Compress agent context before it hits the LLM

https://github.com/Compresr-ai/Context-Gateway
63•ivzak•9h ago•45 comments

Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas

https://www.getspine.ai/
88•a24venka•13h ago•66 comments

Your phone is an entire computer

https://medhir.com/blog/your-phone-is-an-entire-computer
261•medhir•9h ago•249 comments

The Wyden Siren Goes Off Again: We'll Be "Stunned" by NSA Under Section 702

https://www.techdirt.com/2026/03/12/the-wyden-siren-goes-off-again-well-be-stunned-by-what-the-ns...
395•cf100clunk•11h ago•119 comments

John Carmack about open source and anti-AI activists

https://twitter.com/id_aa_carmack/status/2032460578669691171
251•tzury•9h ago•346 comments

Kovan: From Production MVCC Systems to Wait-Free Memory Reclamation

https://vertexclique.com/blog/kovan-from-prod-to-mr/
9•EvgeniyZh•3d ago•0 comments

Hyperlinks in terminal emulators

https://gist.github.com/egmontkob/eb114294efbcd5adb1944c9f3cb5feda
86•nvahalik•23h ago•58 comments

Launch HN: Captain (YC W26) – Automated RAG for Files

https://www.runcaptain.com/
45•CMLewis•11h ago•28 comments
Open in hackernews

A Rust API Inspired by Python, Powered by Serde

https://ohadravid.github.io/posts/2025-05-serde-reflect/
58•lukastyrychtr•10mo ago

Comments

ohr•10mo 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•10mo ago
Yes, great post! Thank you.
dundarious•10mo 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•10mo 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•10mo 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•10mo 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•10mo ago
Yes, but an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` handles that. That could be a useful helper.
LtWorf•10mo 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•10mo ago
I don't see the issue with just using an equivalent to `impl<'de> Deserializer<'de> for ValueDeserializer` then.
LtWorf•10mo 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•10mo 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•10mo ago
Why? It's much more verbose and error prone (e.g. "stringly typed"). Do you never deserialize JSON?
dundarious•10mo ago
What's the difference between mistyping in the string here and mistyping in the struct definition? And yes I have.
olalonde•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo ago
In my opinion, the clean way to implement this is with methods instead of attributes for name, desired_speed, etc...
xpe•10mo 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•10mo 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•10mo ago
Glad you are open to feedback. My top question is: What kind of people do you want to read this and why?
vlovich123•10mo 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•10mo 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•10mo 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.