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How are you reducing LLM token costs for async workflows?

https://github.com/parallem-ai/parallem
1•alexliu79•4m ago•1 comments

Balsamiq AI

https://balsamiq.com/product/ai/
1•ilt•7m ago•0 comments

StackTrove: Encrypted local registry for all your side projects

https://github.com/sennaBruno/stacktrove
1•essieli•10m ago•0 comments

Justin Sun Accuses Trump's WLFI Cryptocurrency of Hiding Wallet Freeze Function

https://beincrypto.com/justin-sun-slams-world-liberty-financials-blacklist-feature/
2•jrflowers•15m ago•0 comments

'The gravest crime against humanity': What does the UN vote on slavery mean?

https://www.bbc.com/news/articles/c0rxqng5pyno
1•gpi•17m ago•0 comments

IBM AP-101 general-purpose computer [pdf]

https://gandalfddi.z19.web.core.windows.net/Shuttle/IBM%20AP-101S%20General%20Purpose%20Computer%...
1•__patchbit__•21m ago•0 comments

Your Harness, Your Memory

https://blog.langchain.com/your-harness-your-memory/
3•tanelpoder•25m ago•0 comments

Show HN: Tokemon – monitor token use with out refreshing 27 browser tabs

https://github.com/rvantonder/tokemon
1•rvttt•29m ago•0 comments

Overcoming Informational Risk

https://bencornia.com/blog/overcoming-informational-risk
1•bencornia•29m ago•0 comments

Best AI coding interview assistant in 2026

https://www.linkjob.ai/interview-questions/ai-coding-interview-assistant/
1•Silviaaa•32m ago•0 comments

Kindle users in uproar re: latest update, old devices now unusable: 'Fuck You '

https://nypost.com/2026/04/09/tech/kindle-to-cease-support-for-old-devices-causing-user-uproar/
1•1vuio0pswjnm7•33m ago•0 comments

Going Beyond World Models and VLAs

https://generalistai.com/blog/apr-07-2026-beyond-world-models
1•NeoInHacker•34m ago•1 comments

Show HN: Chipmunkify – I used ML to solve audio's dumbest problem

https://www.chipmunkify.com/
1•treelover•36m ago•1 comments

Artemis II: Christina Koch's PCD Failure

1•robgibbons•37m ago•1 comments

Show HN: React Modern Audio Player

https://github.com/slash9494/react-modern-audio-player
1•musgravite•46m ago•0 comments

Haunt, the 70s text adventure game, is now playable on a website

https://haunt.madebywindmill.com
14•jscalo•47m ago•1 comments

A Simple Lofi Player

https://github.com/talwat/lowfi
2•lwhsiao•47m ago•0 comments

Why Do Computers Stop and What Can Be Done About It? (1985) [pdf]

https://pages.cs.wisc.edu/~remzi/Classes/739/Fall2018/Papers/gray85-easy.pdf
1•jruohonen•50m ago•0 comments

Tell HN: Claude-code prompt-cache workaround/fix

1•g4cg54g54•51m ago•0 comments

SFPD investigates apparent shooting near OpenAI CEO Sam Altman's home

https://www.sfchronicle.com/bayarea/article/sam-altman-openai-gunfire-22202648.php
2•throwaway2027•56m ago•2 comments

Uses for Nested Promises

https://blog.jcoglan.com/2026/03/23/uses-for-nested-promises/
1•bkudria•1h ago•0 comments

HN: Distill-CBL, a single-file COBOL-to-WASM compiler in Rust

https://github.com/StealthEyeLLC/distill-cbl
1•stealtheyellc•1h ago•0 comments

AI Image Editor

https://jpgtomp4.com
1•yalvhe2009•1h ago•1 comments

BirdNET-Go – 24/7 realtime bird song analysis

https://github.com/tphakala/birdnet-go
1•darknavi•1h ago•1 comments

Show HN: Turn any YouTube video into something you can use

https://www.pandarecord.com/extension
1•misonic•1h ago•0 comments

Drawing Database – Blueprints for 3D modeling

https://drawingdatabase.com/
1•hyperific•1h ago•0 comments

Ecolibrium Directory

https://github.com/simonlpaige/ecolibrium
1•larrytheworm•1h ago•1 comments

PocketLLM – Run local LLMs from a USB stick (https://pocketllm-site.vercel.app/)

https://github.com/vraj00222/pocketllm
1•vrajpatel00•1h ago•0 comments

Apple's accidental moat: How the "AI Loser" may end up winning

https://adlrocha.substack.com/p/adlrocha-how-the-ai-loser-may-end
43•walterbell•1h ago•27 comments

2014: Black Holes and Supercomputing

https://www.goldengooseaward.org/01awardees/black-holes
1•mooreds•1h ago•0 comments
Open in hackernews

Show HN: Stack Error – ergonomic error handling for Rust

https://github.com/gmcgoldr/stackerror
27•garrinm•10mo 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•10mo 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•10mo 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•10mo ago
I still prefer the Anyhow solution, but I like the approach here.
IshKebab•10mo ago
Isn't this strictly superior to Anyhow? What do you like more about Anyhow?
rhabarba•10mo 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•10mo 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•10mo ago
Might as well be my limited understanding from what I can read behind the link, to be fair.
garrinm•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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•10mo 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