Linux has officially won
▲ 1.9k r/softwaredevelopment+2 crossposts

Linux has officially won

Actually it happened in June of 2025, but the process has completed recently, though. After Apple had announced the support of OCI-compatible containers in the June '25 it took a year to complete development and implement full support of continers. Apple had published 1.0 version of own container manager (https://github.com/apple/container). And Microsoft had announced native support of containerization without Docker in Windows 11 (https://devblogs.microsoft.com/commandline/wsl-container-is-now-available-for-public-preview/). Now Linux is a part of any major platform: Windows, MacOS, BSD and Linux itself. Knowledge of Linux is now part of learning any of these systems, at least for developers. And now you can rely on Linux based containers running everywhere. What it is if not a win!?

What's also interesting. Linux can run other Linux distros and with this Alpine Linux could become the most popular version of Linux in the World

It's the biggest win for the whole open-source software and I believe it should get into history books of technological progress

github.com
u/BankApprehensive7612 — 3 days ago

⚡️ Electron v43 is out. Faster boots. More performant IPC and events. Polished DX, UX and OS integrations. With all the Chromium 149 and 150 features as a bonus

Electron version 43 has just landed and is now available to download. It contains performance optimizations and os integration improvements

Release on Github: https://github.com/electron/electron/releases/tag/v43.0.0

Notable Changes

  • The main process now boots from an embedded snapshot provided by Node.js
  • Improved performance of native event emission, IPC dispatch,
  • Improved performance of webRequest header conversions
  • Improved performance of Linux and Windows release builds. It's based on link-time optimization and improves loading of the Electron binary on startup
  • New option allowExtensions added to protocol.registerSchemesAsPrivileged(). It enables Chrome extensions on custom protocols.

Breaking changes

  • File downloads now open in the Downloads folder
  • Frameless windows have rounded corners on Linux by default
  • Removed: showHiddenFiles from dialog API on Linux

Read about other changes in detailed report on the Electronjs website

Detailed report: https://releases.electronjs.org/release/v43.0.0

u/BankApprehensive7612 — 4 days ago

Fugu is a probable competitor to Fable 5 by Japanese startup Sakana

According to the release Fugu reaches greater score in LiveCodeBench and TerminalBench than Fable 5. In the same time Fugu has different architecture and it's a routing agent built around models less capable than Fable 5 itself

LiveCodeBench

Model Score
Fugu Ultra 93.2
Fugu 92.9
Fable 5 89.8
Gemini 3.1 Pro 88.5
GPT 5.5 85.3
Opus 4.8 87.8

Terminal Bench 2.1

Model Score
Fugu Ultra 82.1
Fugu 80.2
Fable 5 80.4
Gemini 3.1 Pro 70.3
GPT 5.5 78.2
Opus 4.8 74.6

Release: https://sakana.ai/fugu-release/

u/BankApprehensive7612 — 14 days ago

ASI is coming though! Fugu🐡 beats one Fable 5 in some coding benchmarks, according to Sakana.ai's own claim

https://preview.redd.it/ngnspa1sdr8h1.png?width=2060&format=png&auto=webp&s=e67c9f61c944191c514bb65a8c9af275841fa1c2

Japanese AI startup Sakana.ai has published new release of their own agent Fugu. And according to benchmarks they beat Fable5 in LiveCodeBench with over than 3% up to 93,2%. The model itself is in a closed beta to the moment

Release: https://sakana.ai/fugu-release/

Worth noting, the numbers are to be independently confirmed yet. I hope it will happen soon

reddit.com
u/BankApprehensive7612 — 14 days ago

Fable 5 has been beaten by Sakana.ai's Fugu🐡 in some tasks, claims Japanese startup in the new release

According to the official announcement the company has reached parity or even has beaten Fable 5 by Anthropic on some tasks

https://preview.redd.it/9658ru24cr8h1.png?width=2060&format=png&auto=webp&s=8079ffc44cf27ee026e06fb528f578d317ca6621

Release: https://sakana.ai/fugu-release/

The benchmarks require independent confirmation, but their previous works include one with Nvidia give the reason to believe the numbers

reddit.com
u/BankApprehensive7612 — 14 days ago
▲ 76 r/comfyui

HuggingFace: Probably it's time to move from LoRA 👋

HuggingFace team published an article on their blog that PEFT (Parameter Efficient Fine-Tuning) techniques (including LoRA) had evolved. And according to their benchmarks there are more efficient methods (like Orthogonal Fine-Tuning or OFT) to train graphic generation models. OFT provides higher quality (0.708 vs LoRA's 0.697) and less memory consumption (9.01Gb vs LoRA's 9.97Gb) according to their benchmarks

The article: https://huggingface.co/blog/peft-beyond-lora

They invite developers to try and customize their PEFT library and training methods: https://github.com/huggingface/peft/tree/main/method_comparison#creating-new-experiments

Also PEFT methods could be applied to different types of models, not only image generating one, so it could worth to know about and experimenting with it

u/BankApprehensive7612 — 16 days ago
▲ 1.3k r/techiegeeks+1 crossposts

New QUERY method is about to join GET, POST, PUT, DELETE and PATCH and become part of HTTP standard 🎉

URL: https://www.rfc-editor.org/info/rfc10008/

New method named QUERY would receive data from a server with a data sent in request body but unlike POST would not mutate server's data. All the details are in the RFC draft text

Actually it's quite unexpected after years of silence. It felt like HTTP is in a low maintenance mode. But here it is the new method!

u/BankApprehensive7612 — 18 days ago
▲ 170 r/AIDeveloperNews+1 crossposts

Open Knowledge Format has just been announced as a new Knowledge Base format for AI agents made by Google

It's based on a simple idea by Andrej Karpathy just to put everything in a Wiki (read about llm-wiki.md here)

What Google engineers propose is to put everything into a folder named bundles with cross-linking markdown files. Producers should create wiki-bundles and consumers turn them into something else like a website or a PDF, etc.

Any agent can use it. As the standard doesn't specify special tools. Actually it's pretty simple and proposes mostly the format and the way to organize things

cloud.google.com
u/BankApprehensive7612 — 19 days ago

I made a Yes/No classification dataset. And it has been downloaded 49 times

It contains two rows and has classification for "Yes" and "No" only. I think it actually has some degree of usefulness, while being extremely simple, and now I'm deciding to develop it into something more sophisticated and practical

Could you share your experience of dataset creation? What's your journey and way to build a good dataset? What could be the way to develop it further?

huggingface.co
u/BankApprehensive7612 — 23 days ago
▲ 260 r/golang

Google has release API for pkg.go.dev to support AI coding

The API is in beta stage. Now it allows to:

  • List packages and modules
  • Search modules
  • List vulnerabilities
  • Inspect package symbols (functions, structs and variables exported by the package)

Google adapts Go for AI-coding era and to compete with other platforms and languages

opensource.googleblog.com
u/BankApprehensive7612 — 23 days ago
▲ 126 r/node

UPD. The release has been postponed

>We have identified an issue in our OSX Release builds related to the Temporal API. Until this issue is solved, we won't be able to release Node.js v26.0.0. Therefore, I'm postponing this release (again) to May 4th (next Tuesday)

RafaelGSS commented

Announcement

The latest release of Node.js (v26.0) is full of small improvements, and bug fixes of different severity, and tweaks here and there across the modules and core. Even the upgrade of V8 to the version 14.6 is nothing big. There are module version changes to match with Electron, so some native modules would require rebuilding, it means that for those who uses native modules it probably would be useful to test them against the new Node.js before upgrading

The promised cherry. The most notable thing is the removal of --experimental-transform-types flag, so now TypeScript is not experimental nor optional. Since default support of TypeScript since the v25 it's only a symbolic change

Here are some of the changes:

  • update V8 to v14.6.202.33
  • update NODE_MODULE_VERSION to 147
  • Temporal API is enabled by default. Also it has been improved with V8's update
  • Upsert proposal support: map.getOrInsert() and map.getOrInsertComputed()
  • Iterator concatenation: Iterator.concat()
  • better Rust support, from crate's CLI flags to ENV variables
  • sqlite: enabled percentile extension required for statistics with such functions as median and percentile

Seems like the biggest changes are about to be made to the next LTS release

u/BankApprehensive7612 — 2 months ago
▲ 444 r/node+1 crossposts

The project has codename Pacquet. Its a rewrite to Rust after the fresh release of the v11. Don't expect it soon though. There is no clear schedule behind the rewrite. What's might be interesting the Rust version was abandoned for about 2 years and now the development has restarted

For those of you who might not know, PNPM is a notable game-changing package manager for Node.js. It stores dependencies once using hardlinks and doesn't download things twice when you start a new project with the same or similar structure. It would download newer versions of the packages if there are and the new ones. It's very space efficient and fast

With the latest Vite 8's Rust overwrite, it seems obvious that Rust has become the favorite language of the Webdev community and I'm curious what would be the next project to migrate

u/BankApprehensive7612 — 2 months ago