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OTelBench: OpenTelemetry AI Benchmark

https://quesma.com/benchmarks/otel/
1•jakozaur•1m ago•0 comments

Google AI Overviews cite YouTube more than any medical site for health queries

https://www.theguardian.com/technology/2026/jan/24/google-ai-overviews-youtube-medical-citations-...
1•bookofjoe•1m ago•0 comments

Satoshi Kon Sketched Films into Existence

https://animationobsessive.substack.com/p/how-satoshi-kon-sketched-films-into
1•keiferski•1m ago•0 comments

Show HN: Borneo – A full-stack open-source aquarium LED controller

https://github.com/borneo-iot/borneo
1•oldrev•2m ago•0 comments

Major roll out of LaSuite Meet in the French administration

https://github.com/suitenumerique/meet
2•maelito•3m ago•0 comments

CodSpeed CLI: Deterministic benchmarking for any executable

https://github.com/CodSpeedHQ/codspeed
5•art049•3m ago•0 comments

Joint Review: Philosophy Between the Lines, by Arthur M. Melzer

https://www.thepsmiths.com/p/joint-review-philosophy-between-the
1•jger15•4m ago•0 comments

Read This Before Crowdfunding Your Indie Product with Crypto

https://twitter.com/madsmadsdk/status/2015774833674527039
1•madsmadsdk•5m ago•0 comments

TTT-Discover, Learning to Discover at Test Time

https://arxiv.org/abs/2601.16175
1•vinhnx•6m ago•0 comments

Locu – Turn Tasks into Focused Sessions

https://locu.app
1•kraci•6m ago•0 comments

Time Travel (Promise Pipelining)

https://capnproto.org/rpc.html
1•tosh•6m ago•0 comments

Pagy: Best Pagination Ruby Gem

https://github.com/ddnexus/pagy
1•nateb2022•9m ago•0 comments

Tech workers were mistaken for ICE agents, accosted by anti-ICE protesters

https://alphanews.org/exclusive-tech-workers-say-they-were-mistaken-for-ice-agents-accosted-by-an...
1•fortran77•10m ago•0 comments

Hive: Outcome driven agent development framework that evolves

https://github.com/adenhq/hive
1•nateb2022•10m ago•0 comments

Show HN: LearnFlow – Learn with visual paths, quizzes, and AI tutor

https://learnflow.makerlabssv.com
1•MakerLabsSv•11m ago•0 comments

How to Make Better Decisions

https://substack.com/home/post/p-185456508
1•RJagiasi•12m ago•0 comments

Send2kindle, a CLI util to send documents to your Kindle

https://github.com/carlos-menezes/send2kindle
1•carlos-menezes•13m ago•0 comments

Show HN: Bird – Turn any website into an isolated desktop app

https://github.com/nsz32/bird
2•nsz32•13m ago•0 comments

I'm Done (Laracast)

https://www.youtube.com/watch?v=g_Bvo0tsD9s
1•dilawar•14m ago•0 comments

U.S. carrier strike group enters Middle East region

https://www.cbsnews.com/news/us-carrier-strike-group-middle-east-region-iran/
2•mhb•15m ago•0 comments

Monster Neutrino Could Be a Messenger of Ancient Black Holes

https://www.quantamagazine.org/monster-neutrino-could-be-a-messenger-of-ancient-black-holes-20260...
1•Ygg2•17m ago•0 comments

Apple introduces new AirTag with longer range and improved findability

https://www.apple.com/newsroom/2026/01/apple-introduces-new-airtag-with-expanded-range-and-improv...
2•meetpateltech•17m ago•0 comments

A Comprehensive Guide to Python Dependency Management with Uv

https://ischemist.com/writings/tutorials/comprehensive-guide-to-uv
1•hiddenseal•18m ago•0 comments

Nearly 3k Australian EV drivers warned not to charge cars

https://www.theguardian.com/business/2026/jan/12/australia-ev-drivers-warned-not-fully-charge-car...
2•PaulHoule•19m ago•0 comments

Intel's Panther Lake Chip Is Its Biggest Win in Years

https://www.wired.com/story/intel-panther-lake-core-ultra-series-3-review/
1•high_na_euv•20m ago•1 comments

NVIDIA Launches Earth-2 Family of Open Models and Tools for AI Weather

https://blogs.nvidia.com/blog/nvidia-earth-2-open-models/
1•geox•20m ago•0 comments

(Regarding AI adoption) "I have never seen such a yawning inside/outside gap"

https://twitter.com/kevinroose/status/2015464558115295369
1•jordanpg•22m ago•3 comments

I have written gemma3 inference in pure C

https://github.com/robitec97/gemma3.c
1•robitec97•22m ago•0 comments

Show HN: Spent 15 years nomading and wrote a field manual to hack productivity

https://www.amazon.com/UNLIMIT-Break-Boundaries-Become-Superhuman-ebook/dp/B0GH1D5YLB
1•openworldmag•24m ago•0 comments

OpenSpec stable v1.0 – with dynamic workflows

https://github.com/Fission-AI/OpenSpec/releases/tag/v1.0.0
1•marton78•24m ago•1 comments
Open in hackernews

Show HN: Stack Error – ergonomic error handling for Rust

https://github.com/gmcgoldr/stackerror
27•garrinm•8mo 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•8mo 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•8mo 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•8mo ago
I still prefer the Anyhow solution, but I like the approach here.
IshKebab•8mo ago
Isn't this strictly superior to Anyhow? What do you like more about Anyhow?
rhabarba•8mo 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•8mo 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•8mo ago
Might as well be my limited understanding from what I can read behind the link, to be fair.
garrinm•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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•8mo 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