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Context improves AI coding agent instruction-following by 49% (GitHub and paper)

https://github.com/brief-hq/dcbench
1•hank9•52s ago•1 comments

The Super Tiny Compiler, but in Ada

https://github.com/tomekw/stcc
1•tomekw•2m ago•0 comments

Why GPU compilers are MORE important in the agentic era

https://scale-lang.com/posts/2026-05-19-the-brain-still-needs-the-hammer
1•msond•2m ago•0 comments

Neoclassical C++: segmented iterators revisited (1)

https://boostedcpp.net/2026/05/18/neoclassical-c-segmented-iterators-revisited-1/
1•igaztanaga•3m ago•0 comments

Glia – Local-first memory sync between browser LLM chats and IDE agents

1•Tamatarr•4m ago•0 comments

Detecting CI/CD supply chain attacks with canary credentials

https://tracebit.com/blog/detecting-cicd-supply-chain-attacks-with-canary-credentials
2•tracebit•5m ago•0 comments

The <Noscript> Element as a Trap

https://hacktivis.me/articles/no-noscript-element
1•speckx•5m ago•0 comments

Mythos: Given Enough Inference, All Bugs Are Shallow

https://corgea.com/blog/given-enough-inference-all-bugs-all-shallow
1•asadeddin•6m ago•0 comments

What Is the Michelin Bib Gourmand Award?

https://guide.michelin.com/en/article/features/the-bib-gourmand
1•teleforce•8m ago•0 comments

GitHub will start paying some bug bounty hunters in swag instead of cash

https://thenewstack.io/github-bug-bounty-ai-slop/
1•Brajeshwar•9m ago•0 comments

Show HN: VibeSchema DBML to PNG – instant diagram PNG from DBML schemas

https://vibe-schema.com/dbml-to-png
2•SsgMshdPotatoes•9m ago•1 comments

macOS Secure Enclave can replace long-lived AWS access keys

https://credctl.com/blog/secure-enclave-deep-dive/
2•matzhouse•9m ago•0 comments

We cut Claude's token usage 79% by redesigning our CLI for agents

https://www.infracost.io/resources/blog/we-cut-claude-s-token-usage-79-by-redesigning-our-cli-for...
9•glenngillen•9m ago•1 comments

Pain of Manual Memory Forensics

1•purplesecurity•10m ago•0 comments

Molecule derived from spinach used to trigger photosynthesis in mouse eyes

https://cde.nus.edu.sg/news/nus-cde-scientists-plant-a-cure-for-dry-eye-disease/
1•gmays•11m ago•0 comments

Aid cuts and war complicate Ebola response in Congo

https://www.politico.eu/article/ebola-outbreak-drc-uganda-aid-cuts-global-health-crisis/
1•JumpCrisscross•11m ago•0 comments

The Next 15 Years of Moore's Law, According to Imec

https://spectrum.ieee.org/semiconductor-technology-roadmap
1•oldnetguy•12m ago•0 comments

AT Protocol for Agents

https://davidgasquez.com/atproto-agents
2•danabramov•13m ago•0 comments

Home Robot Safety Is All About Relationships

https://spectrum.ieee.org/domestic-humanoid-robot-safety-standards
1•oldnetguy•13m ago•0 comments

Who's behind Facebook's hateful AI slop about the UK? They may be in South Asia

https://www.theguardian.com/commentisfree/2026/may/19/social-media-facebook-ai-slop-hateful-south...
2•curiousObject•17m ago•0 comments

Silicon Valley's Answer to Declining Male Fertility? Sperm Racing

https://www.nytimes.com/2026/05/19/magazine/sperm-racing-silicon-valley.html
1•Nelkins•18m ago•0 comments

Clang Lifetime Safty Doc Update

https://clang.llvm.org/docs/LifetimeSafety.html
1•pjmlp•18m ago•0 comments

Autonomous underwater robot discovers hidden coral reef 'hotspots'

https://phys.org/news/2026-05-autonomous-underwater-robot-hidden-coral.html
1•gmays•19m ago•0 comments

Microsoft Now Has a Fedora-Based Linux Distro

https://itsfoss.com/news/azure-linux-4/
1•mikece•20m ago•0 comments

Ask HN: Is there any problem using multi-LLM

1•omertt27•20m ago•2 comments

Galápagos Syndrome

https://en.wikipedia.org/wiki/Gal%C3%A1pagos_syndrome
2•doruk101•22m ago•0 comments

Bond Yields Near Two-Decade High Open Rift Among Investors

https://financialpost.com/pmn/business-pmn/us-yields-flirting-with-2007-highs-entice-and-divide-i...
1•monkeydust•23m ago•0 comments

Anthropic Is Preparing for IPO and We Should Be Worried

https://www.vincentschmalbach.com/anthropic-ipo-developers-should-be-worried-v2/
10•vincent_s•23m ago•4 comments

Standard Chartered to cut more than 7k jobs as it steps up AI use

https://www.theguardian.com/business/2026/may/19/standard-chartered-bank-cut-jobs-ai-london
2•Brajeshwar•24m ago•1 comments

AIllowpages – Free AI tools search engine with 2500 tools, zero ads

https://aillowpages.com/
1•muralipala•25m 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•12mo 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•12mo 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