frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Language Models Are Anomaly Detectors

https://ngrislain.github.io/blog/2026-8-20-language-models-are-anomaly-detectors/
1•ngrislain•48s ago•0 comments

Is AI-native Engineering DevOps 2.0 (or even Agile 3.0)?

https://www.wwt.com/blog/is-ai-native-engineering-really-devops-20-or-even-agile-30
2•aspleenic•1m ago•0 comments

Great Spectations – spec quotes that don't drift

https://greatspectations.org/
1•simonpure•1m ago•0 comments

Expanding access to AI with ChatGPT ads

https://openai.com/index/expanding-access-to-ai-with-chatgpt-ads/
1•BlooIt•2m ago•0 comments

Proton Down, except for the site telling you it's down

https://proton.me
1•aeuropean12•2m ago•1 comments

SeekMoon: From IDE to ADE

https://www.moonbitlang.com/blog/seekmoon-from-ide-to-ade
1•bschwarz•3m ago•0 comments

Openvisor – Your own AI software consultancy (self-hosted)

https://github.com/scalevisor-io/openvisor
1•flavienbwk•4m ago•1 comments

Nitpicking in code reviews wastes time

https://blog.danlew.net/2026/09/01/nitpicking-in-code-reviews-wastes-time/
1•ingve•4m ago•0 comments

Show HN: I measured when impossible-to-book restaurants release their tables

https://tablefriend.app/clock
2•BrendanSF•7m ago•0 comments

Show HN: Pen Fight – the school desk pen game, with 45 real pens measured

https://penfight.net/
1•jvoltci•9m ago•0 comments

Antigravity Teamwork

https://antigravity.google/blog/teamwork-when-ai-becomes-a-research-partner
1•panarky•9m ago•0 comments

How One Programming Language Rewrote Mathematics and Why Software Is Next

https://www.ibtimes.com/chris-hsu-how-one-programming-language-rewrote-mathematics-why-software-n...
2•digital55•10m ago•0 comments

Seventy Minutes of Nothing: unplugging a coding agent from the cloud

https://littletheta.com/field-notes/seventy-minutes-of-nothing
1•NickHirras•11m ago•0 comments

Optimizing eBPF Policies for Speed and Space (Not AI Gen)

https://nathannaveen.dev/posts/optimizing-ebpf-policies-for-speed-and-space/
5•nathannaveen•11m ago•0 comments

Hiker, 91, becomes oldest person to complete grueling Appalachian Trail

https://www.theguardian.com/us-news/2026/aug/31/oldest-hiker-appalachian-trail
3•speckx•13m ago•1 comments

Teen Helped Native American Students Earn Ham Radio Licenses

https://spectrum.ieee.org/ruchira-shree-ham-radio
2•Brajeshwar•14m ago•0 comments

Why did the Android side loading lockdown change from Sept to January 2027?

https://keepandroidopen.org/faq/
1•thinkingemote•14m ago•0 comments

Show HN: Will your money last? AI-assisted financial simulator

https://futurezapp.com/
1•colingmathews•17m ago•0 comments

Virtual Threads for a scripting language in Java 8 without Loom

https://jactl.io/blog/2026/08/28/jactl-virtual-threads
2•jaccomo•18m ago•1 comments

Apple Leadership

https://www.apple.com/hk/en/leadership/
2•ksec•19m ago•0 comments

The Job Title Graph

https://searchforjobs.app/graph
1•enjoyyourlife•21m ago•0 comments

Breakscale: Build a system, Load it until it breaks, Watch why

https://breakscale.tech/
2•rzk•23m ago•0 comments

A makeover for college: No gym, no meal plan and two years of work

https://www.npr.org/2026/09/01/nx-s1-5935431/college-reinvented-vermont-work-experience
1•mikhael•23m ago•0 comments

Show HN: PearPie – Private AI chat that syncs peer-to-peer, no accounts needed

https://www.pearpie.ai/launch/
2•cheesetoast•24m ago•1 comments

A robot framework that assumes its own emotion classifier is wrong

https://github.com/oleg-vdv/affectguard-hri
1•ipgleg•25m ago•0 comments

Restore Manly Vigor with Dr Brinkley's Goat Testicle Transplant (1917)

https://flashbak.com/restore-your-manly-vigor-with-dr-john-brinkleys-goat-testicle-transplant-and...
2•dxs•26m ago•0 comments

Cisco probably violated Middle Eastern and Muslim employees' civil rights

https://www.theguardian.com/technology/2026/aug/31/cisco-civil-rights-palestine-advocacy-violation
2•lorecore•26m ago•0 comments

AI swarms turn on their creators: "Made my stomach churn"

https://english.elpais.com/technology/2026-08-29/ai-swarms-turn-on-their-creators-its-the-first-i...
2•dxs•27m ago•1 comments

Urban Congestion Pricing and the Response Times of Emergency Medical Services

https://www.nber.org/digest/202609/urban-congestion-pricing-and-response-times-emergency-medical-...
2•ceejayoz•27m ago•0 comments

H3 Max Live: AI video generated faster than real time, directed by Twitch chat

https://twitter.com/rehan_shei/status/2093528415576211819
1•creatune•27m ago•0 comments
Open in hackernews

Show HN: Stack Error – ergonomic error handling for Rust

https://github.com/gmcgoldr/stackerror
27•garrinm•1y ago
Stack Error reduces the up-front cost of designing an error handling solution for your project, so that you focus on writing great libraries and applications.

Stack Error has three goals:

1. Provide ergonomics similar to anyhow.

2. Create informative error messages that facilitate debugging.

3. Provide typed data that facilitates runtime error handling.

Comments

tevon•1y ago
This is awesome! Will give it a try in my next project.

How does it keep track of filename and line number in a compiled binary? I'm fairly new to rust libraries and this doesn't quite make sense to me. I know in JS you need a source-map for minification, how does this work for a compiled language?

fpoling•1y ago
Rust provides file!, line! and column! macros that expands into a compile-time constants that the compiler embeds then into the executable. This way no source map at runtime is necessary as the relevant errors are constructed from those constants.

Presumably StackError just uses those macros.

But for debugging a source map is still necessary and is a part of various debug formats.

rhabarba•1y ago
I still prefer the Anyhow solution, but I like the approach here.
IshKebab•1y ago
Isn't this strictly superior to Anyhow? What do you like more about Anyhow?
rhabarba•1y ago
I prefer Anyhow's non-intrusiveness: "Result" is still "Result" and all I need is a "?". I agree with Stack Error's documentation that Anyhow can't help with debugging that well, but it's "good enough" in my opinion.
IshKebab•1y ago
Result in `anyhow::Result` though. It's still a different type. Or do you literally mean you like that it is still spelt the same?

And I think you can still use `?` with this if you don't want to add any context... Not 100% sure on that though.

rhabarba•1y ago
Might as well be my limited understanding from what I can read behind the link, to be fair.
garrinm•1y ago
Anyhow still makes things easier for application development. The main drawback is that the resulting error type doesn't implement std::error::Error, so it's not suitable for library development (as pointed out in the anyhow documentation). Stack Error is a bit less ergonomic, but suitable for library development.
shepmaster•1y ago
I hope to read through your crate and examples later, but if you have a chance, I’d be curious to hear your take on how Stack Error differs from my library, SNAFU [1]!

[1]: https://docs.rs/snafu/latest/snafu/index.html

garrinm•1y ago
I played around a bit with SNAFU a couple of years ago, but I'm haven't worked deeply with the library so there might well be some features I'm not aware of.

I think SNAFU is more like a combination of anyhow and thiserror into a single crate, rather than Stack Error which leans more heavily into the "turnkey" error struct. Using the Whatever struct, you get some overlap with Stack Error features:

- Error message are co-located.

- Error type implement std::error::Error (suitable for library development).

- External errors can be wrapped and context can easily be added.

Where Stack Error differs:

- Error codes (and URIs) offer ability for runtime error handling without having to compare strings.

- Provides pseudo-stack by stacking messages.

Underlying this is an opinion I baked into Stack Error: error messages are for debugging, not for runtime error handling. Otherwise all your error strings effectively become part of your public interface since a downstream library can rely on them for error handling.

lilyball•1y ago
If the macros only exist to get file and line information, you could do the same thing by using `#[track_caller]` functions combined with `std::panic::Location` to get that same info. For example, `stack_err!` could be replaced with

  impl StackError {
      #[track_caller]
      fn new_location(msg: impl Display) -> Self {
          let loc = std::panic::Location::caller();
          Self::new(format!("{}:{} {msg}", loc.file(), loc.line()))
      }
  }
such that you call `.map_err(StackError::new_location("data is not a list of strings"))`. A macro is nice if you need to process format strings with arguments (though someone can call `StackError::new_location(format_args!(…))` if they want), but all of your examples show static strings so it's nice to avoid the error in that case.

The use of `std::panic::Location` also means instead of baking that into a format string you could also just have that be an extra field on the error, which would let you expose accessors for it, and you can then print them in your Debug/Display impls.

Speaking of, the Display impl really should not include its source. Standard handling for errors expects that an error prints just itself with Display because it's very common to recurse through sources and print those, so if Display prints the source too then you're duplicating output. Go ahead and print it on Debug though, that's nice for errors returned from `main()`.

garrinm•1y ago
Thanks for the insight, I wasn't aware of `track_caller`. I'll definitely be looking into this. I was scratching my head trying to figure out how to make file and line number usage consistent and customizable, this looks like the answer!

You're also right that this will pretty much eliminate the need for macros.

That's also a very key insight about Display vs. Debug printing. I'll be looking into that as well.

Thank you for the thoughtful reply.

DavidWilkinson•1y ago
Dei here, from the team behind Error Stack [1] (a similarly named existing, context-aware error-handling library for Rust that supports arbitrary attachments). How does Stack Error, here, compare?

[1]: https://crates.io/crates/error-stack