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SonShell: Auto-Download Your Sony Camera Photos with Ease

2025-09-25
SonShell: Auto-Download Your Sony Camera Photos with Ease

SonShell is a Linux-only helper built on Sony's official Camera Remote SDK. It connects to a Sony A6700 camera (Wi-Fi/Ethernet), automatically downloads new photos, and optionally runs a script on each downloaded file. Features include auto-connect via enumeration or direct IP/MAC, automatic reconnection, safe file naming, and more. The developer heavily used ChatGPT during creation, resulting in clean and understandable code. Perfect for Linux users who want to streamline their photography workflow.

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Development Sony Camera Auto-Download Linux Tool

Dayflow: AI-Powered Timeline App for Time Tracking and Privacy

2025-09-25
Dayflow: AI-Powered Timeline App for Time Tracking and Privacy

Dayflow is a native macOS app that records your screen activity at 1 FPS, analyzes it every 15 minutes with AI, and generates a clean timeline with summaries. It's lightweight and privacy-focused, letting you choose between Gemini (BYO API key) or local models (Ollama/LM Studio) as your AI provider. Built out of a desire for a simple, trustworthy timeline, Dayflow aims to be a quiet, respectful assistant, not another dashboard to manage.

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Development

Age Verification Scheme: A Usability Nightmare?

2025-09-24
Age Verification Scheme: A Usability Nightmare?

A new online age verification solution is causing controversy. Its heavy reliance on smartphones excludes many users without or unwilling to use smartphones, such as the elderly. This significantly impacts web browsing, especially in private modes, requiring age verification on every site visit. The high implementation cost poses a significant hurdle for startups, and the technology choices seem limiting. The solution's claimed privacy benefits are also questionable.

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(github.com)
Development

yt-dlp Requires Deno for YouTube Downloads

2025-09-24
yt-dlp Requires Deno for YouTube Downloads

Popular YouTube downloader yt-dlp will soon require the Deno JavaScript runtime to function correctly due to changes on YouTube's side. Previously, yt-dlp used a built-in JavaScript interpreter, but this is now insufficient to overcome YouTube's updated anti-scraping measures. Users will need to install Deno and take additional steps depending on their installation method (e.g., using pip or official executables) to update yt-dlp and ensure continued YouTube video downloading capabilities.

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Development YouTube downloads

Sublinear-Space Zero-Knowledge Proofs: A Breakthrough

2025-09-24
Sublinear-Space Zero-Knowledge Proofs: A Breakthrough

Researchers have developed SSZKP, a sublinear-space zero-knowledge proof system with a Rust implementation using KZG/BN254. It achieves O(√T) memory usage for a trace of length T, employing blocked IFFTs and streaming accumulators. SSZKP uses standard KZG commitments without buffering entire polynomials, offering a highly efficient approach for building scalable zk systems. The project includes complete prover and verifier CLI tools and end-to-end test scripts.

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(github.com)
Development

Hidden Webshell: Identical MD5 Hash PHP Files

2025-09-24
Hidden Webshell: Identical MD5 Hash PHP Files

Two PHP files share the same MD5 hash, but one is a webshell. This technique allows attackers to bypass cached webshell detection. A hexdump reveals subtle differences between the files, resulting in identical MD5 hashes despite vastly different functionality. This highlights the insufficiency of relying solely on MD5 hashing for security checks; a more comprehensive security strategy is needed.

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Development MD5 collision security detection

oLLM: Running Huge-Context LLMs on Consumer GPUs

2025-09-23
oLLM: Running Huge-Context LLMs on Consumer GPUs

oLLM is a lightweight Python library enabling inference of large-context LLMs like gpt-oss-20B and qwen3-next-80B on consumer GPUs with 8GB VRAM (e.g., a $200 Nvidia 3060 Ti), handling up to 100k context. This is achieved without quantization, by offloading layer weights and KV cache to SSD and employing techniques like FlashAttention-2 and chunked MLPs. Supporting various LLMs, oLLM offers a user-friendly API for large-scale text processing tasks such as analyzing contracts, summarizing medical literature, and processing massive log files.

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(github.com)
Development Low-Resource

GNU Interface Layer (GIL) for g++

2025-09-23
GNU Interface Layer (GIL) for g++

This repository provides an implementation of the GNU Interface Layer (GIL) and standard library for g++. It includes a simple "Hello, world!" example in C++, along with other examples like a calculator and merge sort. Running the code requires g++ and careful attention to path settings. The project showcases a non-traditional approach to C++ programming using a custom standard library.

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(github.com)
Development

X Server: The Unsung Hero of Your GUI

2025-09-23
X Server: The Unsung Hero of Your GUI

The X server is the foundation of your graphical user interface. It accepts requests from client applications to create windows—these windows are virtual screens where client programs can draw. The X server (or a separate compositor) composes windows onto the actual screen as directed by the window manager, which usually interacts with the user via graphical controls like buttons, draggable title bars, and borders. For more info, check out the Xorg mailing list, Bugzilla, and code repository.

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(github.com)
Development

zoxide: The Supercharged `cd` Command

2025-09-23
zoxide: The Supercharged `cd` Command

Tired of typing long directory paths? zoxide, a smart `cd` command inspired by z and autojump, revolutionizes file navigation. It remembers your most frequent directories, letting you jump to them with just a few keystrokes. Supporting major shells, it's easy to install and import data from tools like autojump and fasd. Boost your efficiency and say goodbye to tedious navigation!

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(github.com)
Development file navigation

Alibaba Unveils Qwen3-Omni: A Native End-to-End Multimodal Foundation Model

2025-09-22
Alibaba Unveils Qwen3-Omni: A Native End-to-End Multimodal Foundation Model

Alibaba has released Qwen3-Omni, a native end-to-end multilingual omni-modal foundation model. It processes text, images, audio, and video in real-time, delivering streaming responses in text and natural speech. Qwen3-Omni achieves state-of-the-art results across numerous benchmarks, boasts support for multiple languages, and features a novel MoE architecture and flexible control. The model, along with its toolkits, cookbooks, and demos, is open-sourced, providing developers with extensive resources.

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(github.com)
AI

SWE-Bench Pro: A Challenging Benchmark for Evaluating LLMs on Software Engineering

2025-09-22
SWE-Bench Pro: A Challenging Benchmark for Evaluating LLMs on Software Engineering

SWE-Bench Pro is a new benchmark for evaluating large language models (LLMs) and agents on long-horizon software engineering tasks. Given a codebase and an issue, the model is tasked with generating a patch that resolves the described problem. Inspired by SWE-Bench, it uses Docker and Modal for reproducible evaluations, requiring users to set up a Docker environment and Modal credentials to run the evaluation script.

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(github.com)
Development

Run 35-Year-Old SGI Demos in Your Browser

2025-09-22
Run 35-Year-Old SGI Demos in Your Browser

This project brings classic demos from 35-year-old SGI workstations to modern browsers. The original C/C++ source code is compiled to WebAssembly using Emscripten and SDL2, with rendering handled by an IRIS GL software rasterizer from the Alice 4 project. Currently, Flight, Newave, and Arena demos are supported, with plans to add more, along with features like a virtual mouse and keyboard, popup menus, and more, for a truly authentic SGI experience.

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(github.com)
Game

World's Second Worst Graphics Card: A TTL Gate Masterpiece?

2025-09-22
World's Second Worst Graphics Card: A TTL Gate Masterpiece?

Inspired by Ben Eater's 'world's worst video card', Leoneq built something even... worse? This text-mode graphics card, boasting a VGA resolution of 800x600@60Hz (accessible 400x300), uses only TTL gates and a surprisingly low 21 IC count. Featuring support for Latin, Polish, and even the Standard Galactic Alphabet, the card leverages EPROMs and SRAM for character storage. While plagued by glitches, noise sensitivity, and a generally unimpressive image, this project is a testament to resourcefulness and a humorous take on hardware limitations. It's a testament to the power of ingenuity even when facing a 'terrible idea'.

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(github.com)
Hardware

NPM Security Best Practices: Shielding Against Supply Chain Attacks

2025-09-22
NPM Security Best Practices: Shielding Against Supply Chain Attacks

This article summarizes the security risks present in the NPM ecosystem, such as malware, supply chain attacks, and phishing. It provides various security best practices, including pinning dependency versions, overriding transitive dependencies, disabling lifecycle scripts, setting a minimum release age, utilizing the permission model, reducing external dependencies, enabling two-factor authentication, creating limited-access tokens, and generating provenance statements. The importance of auditing, monitoring, and security tools is stressed, along with recommendations to use private package registries and address maintainer burnout.

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(github.com)
Development

nvmath-python: Unleashing NVIDIA's Math Libraries in Python

2025-09-22
nvmath-python: Unleashing NVIDIA's Math Libraries in Python

nvmath-python brings the power of NVIDIA's math libraries to the Python ecosystem, offering intuitive APIs for full access to features across various execution spaces. It seamlessly integrates with existing Python array/tensor frameworks, focusing on functionalities missing from them. The library exposes all parameters of the underlying cuBLASLt library, some unavailable in other wrappers. Furthermore, it allows custom prologs and epilogs for FFT functions, compiling them to LTO-IR for optimized performance. Examples demonstrate matrix multiplication and FFT operations, showcasing its capabilities.

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(github.com)
Development Math Libraries

A Tiny OS in Under 1000 Lines of Zig: OS-1000-lines-zig

2025-09-21
A Tiny OS in Under 1000 Lines of Zig: OS-1000-lines-zig

OS-1000-lines-zig is an impressive project that implements a lightweight operating system in under 1000 lines of Zig code. This monolithic kernel OS supports basic process and memory management, and features a simple command-line interface. With just a Zig compiler, developers can easily clone, build, and run the OS. The project boasts a clean code structure with components such as kernel implementation, common functions, and a build script, and includes testing and contribution guidelines. Future development plans include expanding process management, memory management, the command-line interface, networking, and file systems.

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(github.com)
Development

GPU Kill: Cross-Platform GPU Management CLI

2025-09-21
GPU Kill: Cross-Platform GPU Management CLI

GPU Kill is a command-line tool for managing GPUs across NVIDIA, AMD, Intel, and Apple Silicon systems. Easily monitor, control, and secure your GPU infrastructure. Features include real-time GPU usage monitoring, killing stuck processes, detecting crypto miners and suspicious activity, enforcing policies to prevent resource abuse, a web dashboard for cluster monitoring, remote management of GPUs across multiple servers, and AI assistant integration. Supports Linux, macOS, and Windows. Simple command-line interface and a web dashboard provide user-friendly management.

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(github.com)
Development GPU management

Tiny C99 JSON Parser: Zero-Allocation, ~150 Lines

2025-09-21
Tiny C99 JSON Parser: Zero-Allocation, ~150 Lines

A minimal JSON parsing library written in C99, boasting only around 150 lines of code! It features zero-allocation for memory efficiency and a streamlined state. Error messages include precise line and column numbers. Number and string parsing are left to the user, allowing customization with functions like `strtod` and `atoi`. A simple example demonstrates loading a rectangle from a JSON string into a `Rect` struct. This project is free and unencumbered software released into the public domain.

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Development zero-allocation

Vec: A Blazing Fast, Leak-Safe Dynamic Array for C

2025-09-21
Vec: A Blazing Fast, Leak-Safe Dynamic Array for C

Vec is a generic, fast, and leak-safe dynamic array for C. It uses contiguous memory, grows geometrically (×2) for amortized O(1) push operations, and offers a method-style API for an object-oriented feel. The library prioritizes safety with overflow guards, bounds-checked accessors, and well-defined behavior for edge cases. Its design balances performance and safety, providing a clean and efficient interface.

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(github.com)
Development

GlucoDataHandler: Cross-Platform Glucose Data Visualization App

2025-09-21
GlucoDataHandler: Cross-Platform Glucose Data Visualization App

GlucoDataHandler is an innovative Android app that gathers glucose data from various sources and displays it clearly on your Android smartphone, smartwatch (Wear OS, Mi Band, Amazfit), and in your car (via GlucoDataAuto). It supports multiple glucose monitoring devices and apps, including AndroidAPS, Juggluco, xDrip+, Eversense, and Dexcom, offering customizable alarms, widgets, and lockscreen display. Tasker integration and data forwarding are also supported. The app has benefited from contributions and support from various community members, making glucose management easier for diabetes patients.

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(github.com)
Misc

MapSCII: Explore the World in Your Terminal

2025-09-20
MapSCII: Explore the World in Your Terminal

MapSCII is a Node.js-based vector tile renderer that displays maps in Braille and ASCII characters within xterm-compatible terminals. Features include mouse-based drag and zoom, customizable layer styling (Mapbox Styles support), connection to public or private vector tile servers, and offline usage with local VectorTile/MBTiles. Installation is straightforward, supporting various operating systems and terminals. Highly optimized algorithms ensure a smooth experience. It's open-source, free, and uses OpenStreetMap data under the ODbL and CC BY-SA licenses.

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(github.com)
Development

RMCP: Revolutionizing Statistical Analysis with Natural Language

2025-09-20
RMCP: Revolutionizing Statistical Analysis with Natural Language

RMCP is a powerful Model Context Protocol (MCP) server offering 40+ statistical analysis tools covering regression, time series analysis, machine learning, and more. Users interact via natural language with AI assistants to seamlessly perform complex statistical modeling and data science tasks. RMCP supports various data import/export formats, includes intelligent error recovery, and simplifies the analysis workflow significantly. Its built-in natural language formula builder converts natural language descriptions into R formulas, providing visualizations. From business analysts and economists to data scientists, RMCP drastically improves efficiency.

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(github.com)
Development

C0: A High-Performance Read-Through Cache for Object Storage

2025-09-20
C0: A High-Performance Read-Through Cache for Object Storage

C0 is a high-performance HTTP API designed for caching immutable blobs in object storage. It leverages a hybrid memory and disk cache (powered by foyer) and works with any S3-compatible backend, but uses its own /fetch API requiring a precise Range header. Employing a fixed page size of 16 MiB, C0 maps requested byte ranges to page-aligned lookups, coalesces concurrent requests for the same page, and uses hedged requests to manage object storage tail latency. It can even attempt redundant buckets. C0 offers extensive configuration options, including timeout settings, retry mechanisms, and bucket prioritization, and provides performance monitoring via /stats and /metrics endpoints. Docker images are available.

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(github.com)
Development

Zedis: A Redis-compatible In-Memory Data Store in Zig

2025-09-19
Zedis: A Redis-compatible In-Memory Data Store in Zig

Zedis is a Redis-compatible in-memory data store written in Zig, designed for learning and experimentation. It implements core Redis protocol and data structures, focusing on simplicity, performance, and thread safety. It supports core Redis commands (GET, SET, INCR, etc.), multiple data types, and disk persistence (RDB), with pub/sub recently added. Zedis is easy to build and use, with a codebase following Zig conventions, featuring type-safe operations, explicit error handling, and comprehensive logging.

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(github.com)
Development in-memory database

LLaMA-Factory: A Unified Framework for Efficient Fine-tuning of 100+ LLMs

2025-09-19
LLaMA-Factory: A Unified Framework for Efficient Fine-tuning of 100+ LLMs

LLaMA-Factory is an open-source framework that enables efficient fine-tuning of over 100 large language models (LLMs), including LLaMA, LLaVA, and Mistral. It integrates various fine-tuning methods (like LoRA, QLoRA, and OFT), offers scalable resources and advanced algorithms, and covers a wide range of tasks such as multi-turn dialogue and image understanding. LLaMA-Factory also supports various inference acceleration techniques and provides a user-friendly interface and API. Constantly updated with support for the latest models and techniques, LLaMA-Factory aims to provide developers with a convenient and efficient tool for LLM fine-tuning.

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(github.com)
Development Open-source Framework

Tabby: A Powerful Terminal Emulator and SSH Client

2025-09-17
Tabby: A Powerful Terminal Emulator and SSH Client

Tabby (formerly Terminus) is a highly configurable terminal emulator, SSH, Telnet, and serial client for Windows, macOS, and Linux. It boasts features like theming, customizable shortcuts, split panes, tab persistence, and supports various shells including PowerShell, WSL, and Git-Bash. Furthermore, Tabby offers extensive plugin support, including Docker integration, quick command sending, output saving, and even AI assistant integration for enhanced productivity. A versatile alternative to existing terminal applications, Tabby is ideal for developers and system administrators.

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(github.com)
Development SSH client

ASUS ROG Laptop Firmware Bug: A 13ms CPU Core Hold-up

2025-09-17
ASUS ROG Laptop Firmware Bug: A 13ms CPU Core Hold-up

Many ASUS ROG gaming laptop owners experience system stuttering, audio crackling, and other performance issues. Conventional fixes fail because the root cause lies in a deep-seated ACPI bug within the BIOS firmware. A technical investigation reveals a firmware interrupt handler sleeping for 100 milliseconds, effectively blocking a CPU core. This periodically triggers attempts to power cycle the dedicated GPU, even in direct-connect mode, potentially leading to blue screen crashes. The bug stems from flawed firmware design, neglecting proper interrupt context handling and lacking platform awareness. Millions of ASUS gaming laptops are affected, with the manufacturer yet to respond.

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(github.com)
Hardware Firmware Bug
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