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No More Results_final_v3.csv: Tracking Research ML Experiments with MLflow

https://gquetel.fr/misc/mlflow-ml-research/
1•gquetel•16s ago•0 comments

Fighting the chip shortage with old school cooperative multitasking on GPUs

https://www.muna.ai/blog/colocation
1•floathub•1m ago•0 comments

Show HN: We built a way to make dictation sound like you

https://willowvoice.com/
1•sharath39•3m ago•0 comments

Naked Trump statue exhibited in the European Parliament

https://www.ffh.de/nachrichten/top-meldungen/481132-nackte-trump-statue-steht-im-eu-parlament.html
3•darmundio•4m ago•0 comments

North 2: Enterprise AI Without Compromises

https://cohere.com/blog/introducing-north-2
2•gmays•5m ago•0 comments

I built Ani-Sho: debate anime with a random fan, no account needed (open source)

https://github.com/maxiujin/anisho
2•kanjicode•5m ago•0 comments

LLM-Complete: The next 700 programming languages

https://chrisdone.com/posts/llm-complete/
2•speckx•5m ago•0 comments

What if you could validate an idea before spending months building it?

https://coidea.co
1•moeidheidari•6m ago•0 comments

OpenAI Is Pissing Off a Bunch of Mathematicians–Again

https://www.wired.com/story/openai-is-pissing-off-a-bunch-of-mathematicians-again/
3•beardyw•7m ago•0 comments

Weight-loss drugs show signs of slowing biological aging, say drugmakers

https://www.technologyreview.com/2026/10/06/1145836/weight-loss-drugs-glp1-lilly-novo-aging-clocks/
2•xnx•9m ago•0 comments

Fraudsters using AI on WhatsApp calls fool bank chair in €95M scam

https://www.amlintelligence.com/2026/09/news-ai-messaging-scam-costs-italys-top-bank-intesa-milli...
1•taubek•9m ago•0 comments

Show HN: Jev schema builder from TypeScript Type with Typia

https://typia.io/blog/jev/
1•autobe•10m ago•0 comments

Beam Seriously, This Model Is Ridiculous [video]

https://www.youtube.com/watch?v=4A9JpixwJbU
1•rene_d•10m ago•1 comments

Involution Without Export Is Wasted Effort

https://earnedintuition.substack.com/p/involution-without-export-is-wasted
1•SoKamil•10m ago•0 comments

Infecting the Steam Link with NixOS

https://feyor.sh/blog/infecting-the-steam-link-with-nixos/
1•evakhoury•11m ago•0 comments

Show HN: Free native macOS Photoshop Clone with integrated AI harness

1•terhechte•11m ago•0 comments

A paper without an LLM disclosure is a cause for suspicion [pdf]

https://pmaronow.github.io/llm-disclosure.pdf
1•bko•11m ago•1 comments

The Hidden Engineering of Pressure Regulators

https://practical.engineering/blog/2026/10/6/the-hidden-engineering-of-pressure-regulators
2•crescit_eundo•15m ago•0 comments

The Sound of Silence: What Your AI Agent Does Not Tell You

https://albertoarena.it/posts/the-sound-of-silence/
1•speckx•15m ago•0 comments

AI systems could cover up misbehavior

https://metr.org/blog/2026-10-06-ai-systems-could-cover-up-misbehavior/
1•ilreb•16m ago•0 comments

Nick Launches

https://nicklaunches.com/
1•maryambuttxx•17m ago•1 comments

Long-horizon agents at half the cost

https://unreallabs.ai/blog/long-horizon-agents-at-half-the-cost/
4•VeriuMaxon•22m ago•0 comments

Base Models Can Reason by Taking a Cue from Training Data

https://www.sophielwang.com/cues
1•yamyamyam•22m ago•0 comments

I don't trust benchmarks. So I built an alternative

https://unbenchmark.com
1•gitghxst•22m ago•1 comments

It's a Boundary Negotiation, and They're Losing

https://www.theadamthomas.com/its-a-boundary-negotiation-and-theyre-losing/
1•speckx•23m ago•0 comments

Open Source Business in a Box – run a Cloudflare business

https://mainbrella.com/opensource/
2•cs1996•24m ago•1 comments

Less 'Dune,' More 'Foundation'

https://fasterplease.substack.com/p/less-dune-more-foundation
1•Ariarule•27m ago•0 comments

Noto means "no tofu": fixing dotted circles in Myanmar text

https://www.datocms.com/blog/handling-less-common-scripts
1•steffoz•28m ago•0 comments

Every Cloud Has a Silver Lining: Fast Trading, Microwave Connectivity, T. Costs

https://sci-hub.ru/10.1111/jofi.12969
1•gregsadetsky•29m ago•0 comments

Orca – Open-source runtime that turns any agent harness into a managed agent

https://github.com/orca-ae/orca-agent-engine
2•sijieg•29m 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