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Show HN: Open-source engine running Gemma 4 26B in 2 GB RAM on any M-series Mac

https://github.com/drumih/turbo-fieldfare
311•gitpusher42•2h ago•84 comments

Superlogical

https://www.superlogical.com/
166•yan•2h ago•128 comments

KOReader

https://koreader.rocks/
523•Cider9986•6h ago•168 comments

Handbook.md shows that long policy documents do not reliably govern agents

https://arxiv.org/abs/2607.25398
206•spIrr•4h ago•132 comments

Keychron announces first open-source firmware for gaming mice

https://www.digitalfoundry.net/news/2026/07/keychron-announces-first-open-source-firmware-for-gam...
39•JLO64•1h ago•17 comments

Hugging Face: Anatomy of a frontier-lab agent intrusion

https://huggingface-anatomy-of-frontier-lab-model-intrusion.static.hf.space/index.html
82•dn2k•2h ago•26 comments

Document-borne AI worms can self-propagate through Copilot for Word

https://enklypesalt.com/posts/context-collapse-part3-ai-worming-through-word/
247•Canopy9560•6h ago•191 comments

PgDog (YC P25) Is Hiring

https://www.ycombinator.com/companies/pgdog/jobs/uWymUYy-founding-software-engineer
1•levkk•53m ago

Launch HN: Tokenless (YC S26) – Automatic model switching to save money

https://usetokenless.com/
31•rohaga•1h ago•25 comments

A.I. companies are recruiting electricians and carpenters by the thousands

https://www.nytimes.com/2026/07/29/business/economy/data-center-electricians-training.html
61•thm•3h ago•76 comments

Hamburg's Stadtpark: A Park Built to Be Used

https://alsterrunde.com/hamburgs-stadtpark-a-park-built-to-be-used/
47•mertbio•2d ago•6 comments

Darktable

https://www.darktable.org/
169•siatko•5h ago•94 comments

The Rust on ESP Book

https://docs.espressif.com/projects/rust/book/
33•AlexeyBrin•4d ago•3 comments

Self-hosting Kimi K3: 20% more hardware cost, 20% better task resolution

https://aistack.imec-int.com/blog/gpu-self-hosting
49•flifenstein•3h ago•15 comments

Shipping Godot VR and Porting to PSVR2: A Partial Post Mortem

https://www.claire-blackshaw.com/blog/2026/07/shipping-godot-vr-and-porting-to-psvr2-a-partial-po...
75•ibobev•5h ago•0 comments

Some thoughts about Anthropic's new cryptanalysis results

https://blog.cryptographyengineering.com/2026/07/29/some-notes-about-anthropics-new-results/
11•supermatou•1h ago•1 comments

Hunter-gatherers introduced fish to a mountain lake 7000 years ago

https://www.newscientist.com/article/2580119-hunter-gatherers-introduced-fish-to-a-mountain-lake-...
96•stevenwoo•2d ago•68 comments

Cesium DevCon 2026 talks are up, including a keynote from SQLite's creator

https://cesium.com/events/cesium-developer-conference/2026/
29•jasteinerman•2h ago•5 comments

GPT-5.6 vs. Claude Fable 5 for Physical AI, which performs best?

https://juliahub.com/blog/frontier-models-physical-ai-evaluation
40•mbauman•2h ago•8 comments

More Tailscale tricks for your jailbroken Kindle

https://tailscale.com/blog/jailbroken-kindle-proxy-tun-modes
360•Error6571•12h ago•103 comments

Show HN: CheapFoodMap – A map of good meals under $10

https://cheapfoodmap.com/
5•jaep1•55m ago•5 comments

Infrastructure Patterns for Agentic Applications

https://render.com/blog/infrastructure-patterns-for-agentic-applications
23•jacobprall•55m ago•1 comments

Show HN: Qwen Scribe – local transcription and dictation for Apple Silicon

https://github.com/VladUZH/qwen-scribe
27•sidclaw•3h ago•8 comments

Amiga Graphics Archive

https://amiga.lychesis.net/index.html
123•Bluestein•7h ago•21 comments

User Interfaces of the Demo Scene

https://www.datagubbe.se/scenegui/
359•zdw•13h ago•61 comments

Show HN: Kedge – Full-stack cloud with forkable VM snapshots and global SQLite

https://kedge.dev/
22•wgjordan•1h ago•5 comments

Disrupting supply chain attacks on NPM and GitHub Actions

https://github.blog/security/supply-chain-security/disrupting-supply-chain-attacks-on-npm-and-git...
69•nyku•5h ago•22 comments

SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers

https://micrologics.org/blog/sqlite-in-production-optimizing-wal-mode-concurrency-and-vfs-layers-...
203•ankitg12•10h ago•65 comments

SpecForge – A Platform for Authoring Formal Specifications

https://docs.imiron.io/v/0.5.10/en/tour.html
65•agnishom•7h ago•7 comments

Lisp moving Forth moving Lisp

https://letoverlambda.com/textmode.cl/guest/chap8.html
100•fallat•3d ago•25 comments
Open in hackernews

Understanding Java's Asynchronous Journey

https://amritpandey.io/understanding-javas-asynchronous-journey/
17•hardasspunk•1y ago

Comments

Neywiny•1y ago
I don't get it. The first example in JS vs Java looks very similar. Now all those other code blocks, they certainly have more going on but idk how that compares to JS. And to answer the questions:

A completable future is something that in the future may complete. I think that's self explanatory. A promise seems equally vague.

Boilerplate looks the same. JS is just a function, Java they put a class around it. Java requires exception handling which is annoying but having fought errors in async JS, I'll take all I can get.

API is eh. Sure. But that's not even shown in this example so I have no idea.

So JS saves like 3 lines? Is that really so much better?

cogman10•1y ago
> A completable future is something that in the future may complete. I think that's self explanatory.

But not the reason for the name :).

It's called "completable" because these futures have a method on them `future.complete("value")`. Before their introduction, there was a `Future` API that java had.

nogridbag•1y ago
Yeah that first example is rather poor. And it uses the word boilerpate to seemingly refer to the stuff unrelated to the async code (class declaration, exception handling, main method).

I don't use Java async much, but I guess if you have a utility method named "setTimeout" than the example can simply be:

    public CompletableFuture<String> fetchData() {
        return setTimeout(() -> "Data Fetched", 10000);
    }

    public void loadData() {
        fetchData().thenAccept(System.out::println);
    }
Which is simpler or equivalent to the JS example.
stevoski•1y ago
The Java 1 example uses lambdas, which were introduced in Java 8.

It’s probably intentional, because it allows showing the Java 1 Thread approach succinctly.

But as long-term Java person, I find it jarring.

philipwhiuk•1y ago
Java's had `var` since Java 10 but apparently the author deliberately ignored that to make the example as wordy as possible.

It's a little tiring to read a Java example with an entry-point (the public-static-void bit) and then a JavaScript example without one.

If you strip that out the original Java is:

  var future = CompletableFuture.supplyAsync(() -> {
        try {
                Thread.sleep(10000);
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
            return "Data Fetched";
        });
  future.thenAccept(result -> System.out.println(result));
  System.out.println("Prints first"); // prints before the async result
which is only obtuse due to checked exceptions.

Arguably it's still a different thing you're doing, because it's not scheduling a task on a pool, it's creating a thread which sleeps for 10 seconds.

elric•1y ago
`var` is very unhelpful in situations where the reader might not be entirely familiar with the context, especially when using factory methods.

I don't think the author was trying to make the example "wordy" so much as "clear".

cogman10•1y ago
Also, arguably, the wrong way to do something like this.

The author uses `setTimeout` for javascript. The equivalent for Java is either the `Timer` class or a `ScheduledExecutorService`. Doing a `Thread.sleep` simply isn't how you should approach this.

With that in mind, if you want to use both these things and keep the completable future interface you'd have to do soemthing like this.

    ScheduledExecutorService scheduler = Executors.newScheduledThreadPool(1);
    var future = new CompletableFuture<String>();
    scheduler.schedule(()->future.complete("Data Fetched"), 10, TimeUnit.SECONDS);
    future.thenAccept(result -> System.out.println(result));
    System.out.println("Prints first"); // prints before the async result
    scheduler.shutdown();
AtlasBarfed•1y ago
Does no.js still limit you to a single core/CPU use?

Or as a node successfully been able to start utilizing more cores underneath its JavaScript single thread model. It presents the programmer?

I just remember early node.js from like 15 years ago and the single background task limitation of JavaScript running in a web page.

Cuz you got async code is nice, but what you really wanted to be able to harness in modern CPUs is multi-core

That said, I've been looking for an article like this for a while, although I think there are other associated libraries that also had steps in here. I do think the jvm adopted a lot of those, but I'm not sure if they actually are better than the original extension libraries.

msgilligan•1y ago
I simplified the first example to:

  void main() {
      CompletableFuture<String> future = CompletableFuture.supplyAsync(this::asyncMethod);
      future.thenAccept(result -> IO.println(result));
      IO.println("Prints first");             // prints before the async result
      future.join();                          // Wait for future to complete
  }

  String asyncMethod() {
      try {
          Thread.sleep(10000);
      } catch (InterruptedException e) {
          return "Interrupted";
      }
      return "Data Fetched";
  }
I made the following changes:

1. Move the asynchronous function called in the CompletableFuture to its own method

2. Use Java 25 "instance main method" (see JEP 25: https://openjdk.org/jeps/512)

3. Use Java 25 IO.println() to simplify console output

4. Instead of throwing a fatal exception on interruption, return "Interrupted" immediately.

5. Use future.join() so the main method waits for the future to complete and the "Data fetched" output is printed.

This program can be run directly from source with `java Example.java`. (If you're using Java 24 or a version of Java 25 prior to EA 22, you need to use `java --enable-preview Example.java`)

Here is a modified version of the example that interrupts the thread:

  void main() {
      ExecutorService executor = Executors.newSingleThreadExecutor();
      CompletableFuture<String> future = CompletableFuture.supplyAsync(this::asyncMethod, executor);
      future.thenAccept(result -> IO.println(result));
      IO.println("Prints first");             // prints before the async result
      executor.shutdownNow();
      future.join();                          // Wait for future to complete
  }

  String asyncMethod() {
      try {
          Thread.sleep(10000);
      } catch (InterruptedException e) {
          return "Interrrupted";
      }
      return "Data Fetched";
  }
wpollock•1y ago
In Java 24, new features support educational and demonstration use. You don't need a class to wrap your main method, which also has a simpler signature. To compare JavaScript with Java examples, one should make use of these features.

While the examples may need some work, I enjoyed this post, it nicely shows the evolution of Java concurrency.