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Watch a 535B parameter (23B active) LLM get trained live

https://wandb.ai/marin-community/marin_moe/reports/535B-A23B-18T-Token-Hero-Run-Scaling-Ladder--V...
1•vignesh_warar•2m ago•0 comments

Survival mode': Indiana residents endure a ninth day without power

https://apnews.com/article/indiana-power-outages-gary-ohio-floods-e0fbdd4a721b6269e8ec62e512299b11
1•geox•2m ago•0 comments

Miniaturized High-Frequency Matrix Transformers for EV Onboard Chargers [video]

https://www.youtube.com/watch?v=y5rKlyQ3TDo
1•Klaster_1•2m ago•0 comments

Bexra – an AI-powered growth system for founders who don't know what to do next

1•bexra•3m ago•0 comments

ArchSpec: Executable Architecture Specification for Ruby's Agentic Coding Era

https://paolino.me/archspec/
1•earcar•4m ago•0 comments

Source Code Is Becoming a Build Artifact

https://accemic.com/articles/source-code-is-becoming-a-build-artifact/
1•xlbxrt•5m ago•0 comments

Crt.name: Subdomain Enumeration via Certificate Transparency

https://crt.name/
1•Lwrless•5m ago•0 comments

GenBio launches a virtual biological cell

https://lifespan.io/genbio-launches-a-virtual-cell-ai-model/
1•ltononro•5m ago•1 comments

If this is it, it's been good

https://chrispattle.com/blog/if-this-is-it-its-been-good
1•pattle•9m ago•0 comments

The Unreasonable Effectiveness of Multiple Dispatch [video]

https://www.youtube.com/watch?v=kc9HwsxE1OY
1•so-cal-schemer•9m ago•0 comments

A Trillion Times Larger

https://0xsmac.substack.com/p/a-trillion-times-larger
1•tosh•10m ago•0 comments

Nouswise Review: AI Research Agent and Thinking Partner

https://delavo.de/en/writing/nouswise-ai-research-agent/
1•realsarm•13m ago•0 comments

I Tried build AI web vulnerable scanner

https://github.com/tX-c0re/xss-grenade
1•txc0re•13m ago•1 comments

OpenZFS: Implement FIDEDUPERANGE via block cloning

https://github.com/openzfs/zfs/commit/afb4010325a52413c0ad813885eed50738a8380b
1•bilegeek•13m ago•0 comments

Gia: A natural-language search compiler

https://usegia.com/intro
1•mantegna•14m ago•0 comments

TSMC Completes 1.6-Nm Chip, Eyes Q4 Mass Production

https://en.sedaily.com/international/2026/08/21/taiwans-tsmc-completes-16-nm-chip-eyes-q4-mass-pr...
1•giuliomagnifico•14m ago•0 comments

As More Americans Turn to Cannabis, Problem Use Is Increasing

https://www.nytimes.com/2026/08/19/well/cannabis-use-disorder-alcohol.html
2•johntfella•17m ago•1 comments

MNT Station A modular, open hardware desktop computer and server

https://www.crowdsupply.com/mnt-research/mnt-station
1•vaylian•18m ago•1 comments

Wing Commander 2 source reconstruction and SDL2 port

https://github.com/neuromancer/wc2-re
1•galapago•19m ago•0 comments

Show HN: Voro – An attention manager for agentic coding

https://github.com/ClachDev/Voro
1•ClachDev•20m ago•0 comments

Oldest Fixed Bugs on Bugzilla

https://nchevobbe.github.io/my-oldest-fixed-mozilla-bugs/?u=bmNoZXZvYmJlQG1vemlsbGEuY29t
2•edent•20m ago•0 comments

AI companies destroy physical books – let's scan rare books before it's too late

https://annas-archive.pk/blog/physical-destruction.html
3•darccio•21m ago•0 comments

Deaths of 'Iranian leaders' hindering deal with US – Trump

https://tass.com/world/2175991
1•thisislife2•22m ago•0 comments

Teen Boys Are Using Meta Glasses to Harass and Bully Girls at School

https://futurism.com/artificial-intelligence/teen-boys-meta-glasses-harass-bully-girls-school
2•AnodicElegy•22m ago•0 comments

Campfire: Super simple group chat, without a subscription

https://once.com/campfire
1•znpy•25m ago•0 comments

American AI May Not Survive Chinese Open-Source

https://letter.palladiummag.com/p/american-ai-may-not-survive-chinese
1•ForHackernews•30m ago•2 comments

Layoff in Apple's Vision Products Group prove slow progress in spatial computing

https://appleinsider.com/articles/26/08/20/layoffs-in-apples-vision-products-group-prove-slow-pro...
3•ksec•30m ago•0 comments

Any Good Books to Read

2•jzer0cool•30m ago•3 comments

Zork style choose-your-own-adventure game that let's you play as top CEOs

https://undercover.games/play
2•arpit_bansal•31m ago•1 comments

A modular office plugin for DeepSeek Harness

https://github.com/dream-num/dsh-univer-office
1•clipsheet•32m 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