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"Why don't you use dependent types?"

https://lawrencecpaulson.github.io//2025/11/02/Why-not-dependent.html
43•baruchel•1h ago•3 comments

Tongyi DeepResearch – open-source 30B MoE Model that rivals OpenAI DeepResearch

https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
85•meander_water•4h ago•13 comments

Autodesk's John Walker Explained HP and IBM in 1991

https://www.cringely.com/2015/06/03/autodesks-john-walker-explained-hp-and-ibm-in-1991/
31•suioir•4d ago•19 comments

URLs are state containers

https://alfy.blog/2025/10/31/your-url-is-your-state.html
171•thm•5h ago•89 comments

Mock – An API creation and testing utility: Examples

https://dhuan.github.io/mock/latest/examples.html
74•dhuan_•4h ago•17 comments

Backpropagation is a leaky abstraction (2016)

https://karpathy.medium.com/yes-you-should-understand-backprop-e2f06eab496b
224•swatson741•11h ago•92 comments

Notes by djb on using Fil-C (2025)

https://cr.yp.to/2025/fil-c.html
171•transpute•10h ago•83 comments

Matched Clean Power Index

https://matched.energy/blog/matched-clean-power-index-is-live
22•bensg•4h ago•15 comments

Go Primitive in Java, or Go in a Box

https://donraab.medium.com/go-primitive-in-java-or-go-in-a-box-c26f5c6d7574
38•ingve•1w ago•13 comments

Visopsys: OS maintained by a single developer since 1997

https://visopsys.org/
406•kome•18h ago•99 comments

HyperRogue – A non-Euclidean roguelike

https://roguetemple.com/z/hyper/
85•stared•4h ago•20 comments

Writing FreeDOS Programs in C

https://www.freedos.org/books/cprogramming/
6•AlexeyBrin•2h ago•1 comments

Welcome to hell; please drive carefully

https://2earth.github.io/website/20251026.html
51•2earth•5d ago•19 comments

Claude Code can debug low-level cryptography

https://words.filippo.io/claude-debugging/
388•Bogdanp•21h ago•181 comments

A man who changes the time on Big Ben

https://www.mylondon.news/news/zone-1-news/meet-man-who-changes-time-32715300
8•simmerup•1w ago•3 comments

Updated practice for review articles and position papers in ArXiv CS category

https://blog.arxiv.org/2025/10/31/attention-authors-updated-practice-for-review-articles-and-posi...
470•dw64•1d ago•218 comments

How I use every Claude Code feature

https://blog.sshh.io/p/how-i-use-every-claude-code-feature
367•sshh12•16h ago•127 comments

Pomelli

https://blog.google/technology/google-labs/pomelli/
225•birriel•17h ago•96 comments

LM8560, the eternal chip from the 1980 years

https://www.tycospages.com/other-themes/lm8560-the-eternal-chip-from-the-1980-years/
86•userbinator•11h ago•30 comments

FlightAware Map Design

https://andywoodruff.com/posts/2024/flightaware-maps/
61•marklit•6d ago•19 comments

GHC now runs in the browser

https://discourse.haskell.org/t/ghc-now-runs-in-your-browser/13169
331•kaycebasques•23h ago•115 comments

Automatically Translating C to Rust

https://cacm.acm.org/research/automatically-translating-c-to-rust/
87•FromTheArchives•1w ago•54 comments

When O3 is 2x slower than O2

https://cat-solstice.github.io/test-pqueue/
67•keyle•4d ago•54 comments

Show HN: Why write code if the LLM can just do the thing? (web app experiment)

https://github.com/samrolken/nokode
379•samrolken•22h ago•275 comments

Context engineering

https://chrisloy.dev/post/2025/08/03/context-engineering
47•chrisloy•7h ago•15 comments

SQLite concurrency and why you should care about it

https://jellyfin.org/posts/SQLite-locking/
329•HunOL•1d ago•149 comments

Crossfire: High-performance lockless spsc/mpsc/mpmc channels for Rust

https://github.com/frostyplanet/crossfire-rs
81•0x1997•13h ago•13 comments

Anonymous credentials: rate-limit bots and agents without compromising privacy

https://blog.cloudflare.com/private-rate-limiting/
85•eleye•15h ago•46 comments

Beginner-friendly, unofficial documentation for Helix text editor

https://helix-editor.vercel.app/start-here/basics/
184•Curiositry•20h ago•53 comments

X.org Security Advisory: multiple security issues X.Org X server and Xwayland

https://lists.x.org/archives/xorg-announce/2025-October/003635.html
10•birdculture•3h ago•1 comments
Open in hackernews

Show HN: Duper – The Format That's Super

https://duper.dev.br/
24•epiceric•16h ago
An MIT-licensed human-friendly extension of JSON with quality-of-life improvements (comments, trailing commas, unquoted keys), extra types (tuples, bytes, raw strings), and semantic identifiers (think type annotations).

Built in Rust, with bindings for Python and WebAssembly, as well as syntax highlighting in VSCode. I made it for those like me who hand-edit JSONs and want a breath of fresh air.

It's at a good enough point that I felt like sharing it, but there's still plenty I wanna work on! Namely, I want to add (real) Node support, make a proper LSP with auto-formatting, and get it out there before I start thinking about stabilization.

Comments

notpushkin•14h ago
https://xkcd.com/927/
hshdhdhehd•12h ago
The X on the date time support means we need a new standard :)
ACAVJW4H•14h ago
Nice work this actually looks great. Of course, it’s only a matter of time before someone drops the XKCD about standards proliferation, so I’ll save them the trouble. Pre-emptive XKCD #927 deployed.
jitl•13h ago
I think a neat route would be to use this as an authoring plugin in VS Code, like prettier: write Duper (or JSON5, or whatever), and then downlevel it to regular json automatically when pressing cmd-s. You wouldn't get to keep your comments (or they could be transformed to { "//": "comment text" }).

Outside of that, it's tough to compete with JSON in the "human readable unschematized serialization format" market, especially targetting JavaScript:

Use in the browser requires some degree of bundle size increase, since the parser code needs to be loaded before your format can be used. WebAssembly libraries are usually quite large compared to a pure-JS implementation. According to [bundlejs](https://bundlejs.com/?q=%40duper-js%2Fwasm&treeshake=%5B*%5D), @duper-js/wasm weighs in at about 488 kB uncompressed, 159 kB gzip.

Use in any JavaScript runtime means you're competing against the runtime's native `JSON.parse` and `JSON.stringify`. In v8, these are very quick and have runtime-level tricks to go faster, for example see [v8's recent post on making JSON.stringify 2x faster](https://v8.dev/blog/json-stringify) when serializing plain objects with no funny business .toJSON methods, replacer, or indent formatting.

Besides those points, my major complaint about JSON is how expensive it is to encode binary data for transmission; in JSON I usually do base64, with your format it's transformed to escape characters that are less efficient than base64, right? \xNN is base16 with 2 extra bytes wasted on the \ and x, or \uNNNN which is base 10 with 2 extra bytes. Is there a way you can fit binary with no expensive encode/decode step into the format?

So, for me this seems suitable as a config file format: there you get good benefit from comments, identifiers, easier string authoring. Not sure I need the binary raw string thingy in config files that much, but I guess it doesn't hurt.

notpushkin•10h ago
> I think a neat route would be to use this as an authoring plugin in VS Code, like prettier: write Duper (or JSON5, or whatever),

This actually somewhat works right now. If you pass this JSON5 example through Prettier:

    {
      // comments
      unquoted: 'and you can quote me on that',
      singleQuotes: 'I can use "double quotes" here',
      lineBreaks: "Look, Mom! \
    No \\n's!",
      hexadecimal: 0xdecaf,
      leadingDecimalPoint: .8675309, andTrailing: 8675309.,
      positiveSign: +1,
      trailingComma: 'in objects', andIn: ['arrays',],
      "backwardsCompatible": "with JSON",
    }
You’ll get:

    {
      // comments
      "unquoted": "and you can quote me on that",
      "singleQuotes": "I can use \"double quotes\" here",
      "lineBreaks": "Look, Mom! \
    No \\n's!",
      "hexadecimal": 0xdecaf,
      "leadingDecimalPoint": 0.8675309,
      "andTrailing": 8675309,
      "positiveSign": +1,
      "trailingComma": "in objects",
      "andIn": ["arrays"],
      "backwardsCompatible": "with JSON"
    }
Which is still invalid JSON... but it does fix unquoted keys, floats, trailing comma, and single → double quote strings with correct escaping. So if you have “format on save” enabled in your editor, it might just work!
epiceric•7h ago
Duper certainly won't outperform the native JSON implementation (and it likely never will), though I do think benchmarks would be a great addition. Bundle size and binary representation are definitely things I'll keep in mind!

The config file transpiration to JSON idea is quite interesting. It's pretty similar to how I'm already defining the TextMate grammar used by the website's syntax highlighter, so I'll certainly try to incorporate that into the tooling.

jitl•20m ago
It may be worth it to pipe Duper into your WASM/native code, and get back plain JSON out, which you then hand off to the runtime's `JSON.parse` with a post-processing step to support any special features needed. Something like this:

    // idea of implementing public duper.parse function to lean on
    // runtime's JSON.parse
    //
    // downlevel to json, eg binary strings become base64 normal json strings
    const { jsonString, enhancements } = duper.duperToJSON(data)
    // let the runtime go fast when decoding
    const rawObject = JSON.parse(jsonString)
    // `enhance` knows the paths to all the binary base64 strings
    // and replaces them with Uint8Arrays
    const decoded = duper.enhance(rawObject, enhancements)
Here enhancements is something very easy / low cost to construct over the FFI bridge, like

    type Path = Array<string | number>
    type TransformFn = (value: unknown) => unknown
    type Transform = TransformFn | Enhancements
    type Enhancements = Array<[path: Path, transform: Transform]>
Not sure if this would end up faster, it may allocate more, but it's probably better than unoptimized object/array construction from WASM/native -> runtime. You could also try with a `reviver` argument to JSON.parse but i always find the lack of full path to key somewhat clunky.
aappleby•11h ago
Where the ** is the grammar specification? Prose is nice, but with a BNF I could plug this into my parsing expression grammar library right quick and give it a rundown.
epiceric•7h ago
Good point. I'll see about making one.
anilgulecha•11h ago
The object notation format that's going to win is the one that's going to maximally support LLM output. I've come across BAML before, but it's not widely used for some reason.

Today JSON is winning, but for more complex structures, there's still syntax issues in output. XML does reasonably well (given the deep react jsx/HTML in the training corpos), so perhaps that will make a comeback.

Are there benchmarks on this? I think the SOTA models are fine -- they can work with most models, but the fun is that models that are 90% of SOTA performance and cost 90% less - which output format do they work best with. This is where the winner will be found.

TLDR: probably JSON or XML will remain the config format for a while.

anonzzzies•9h ago
Why no date and time?
epiceric•7h ago
My reasoning is that they are normally transmitted as strings in JSON, and you could use an identifier like DateTime("2025-11-02T02:33:00Z") if you need to be explicit.

Making them part of the language would increase the complexity of parsers - how would you validate that a date is actually valid? It's doable (YAML and TOML do it, after all) but requires extra steps.

epiceric•2h ago
Although given the feedback I've received, date/time might get included into the format.
jitl•6m ago
note that a DateTime w/ a UTC offset is significantly different from a DateTime w/ a TimeZone (+ optional Calendar), aka ZonedDateTime. ZonedDateTime(July 26, 2035 10:15:32pm in Instanbul) may not necessarily always be at today's value of Instant(July 26, 2035 10:15:32pm in Instanbul). If you are going to support date/time, you should not use the word "DateTime", "Date", "Time" in a way that is ambiguous (is it a ZonedDateTime, or an Instant?), or forget to include support for ZonedDateTime.

MDN page on JavaScript's Temporal library gives a good overview of the difference between the two; today's practice of encoding Instants as ISO 8601 strings in UTC (Z suffix) or at a UTC offset is okay for ephemeral data-in-motion that will be used right now, but is not a good practice for persisted data since time zones, DST rules, etc change all the time. Temporal is the JS-specific API (Fire but these concepts apply to all handling of date/time/etc data in computer systems.

That said, v8 plans to use [temporal_rs][] as their Temporal backend.

Temporal: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Refe...

temporal_rs: https://crates.io/crates/temporal_rs