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Modular Unveils MAX 24.6: A Native GPU Generative AI Platform

2024-12-17

Modular has released MAX 24.6, a native GPU generative AI platform designed to redefine how AI is developed and deployed. At its core is MAX GPU, a vertically integrated generative AI serving stack eliminating reliance on vendor-specific computation libraries like NVIDIA CUDA. Built on the high-performance AI model compiler and runtime MAX Engine and the Python-native serving layer MAX Serve, it supports the entire AI development lifecycle, from experimentation to production deployment. MAX 24.6 supports various hardware platforms, including NVIDIA A100, L40, L4, and A10 accelerators, with planned support for H100, H200, and AMD GPUs. It's compatible with Hugging Face models and provides an OpenAI-compatible client API. MAX 24.6 achieves a throughput of 3860 output tokens per second on Llama 3.1, matching vLLM's performance with a smaller Docker image size.

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(www.modular.com)
AI GPU acceleration AI platform

Network Security Breakthrough: Trapping Intruders in a 'Network from Hell'

2024-12-17

Researchers at the University of Oulu's SensorFu team have developed a novel network security defense system inspired by the LaBrea tarpit technique. The system intercepts ARP requests and delays SYN-ACK responses, creating a multitude of virtual devices on the network to confuse intruders. This forces attackers to waste significant time identifying real devices, providing administrators with crucial time to patch vulnerabilities. Tests showed the system extends scan times to hours, drastically reducing attack success rates. Lightweight, efficient, and easy to deploy, this system offers robust network protection for organizations of all sizes.

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(medium.com)
Development intrusion detection proactive defense

Japan's $33 Billion Gamble on Chip Manufacturing

2024-12-18

Japan is investing $33 billion in building semiconductor factories in remote areas like Hokkaido, aiming to reclaim its dominance in the chip industry. This has created a construction boom and attracted a large workforce, a stark contrast to the region's relatively sluggish job market. The ambitious project is a high-stakes gamble, but reflects Japan's determination to return to the forefront of technological innovation.

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(www.bloomberg.com)
Tech chip manufacturing Japanese investment

Open-Source 5-Band Equalizer a5eq.lv2 Released

2024-12-18

ashafq has released a5eq.lv2, an open-source 5-band equalizer LV2 plugin. This plugin features a low shelf, three peaking filters, and a high shelf, designed for precise audio sculpting by both amateur and professional audio engineers. It boasts high-precision filter coefficients, stereo processing, and a user-friendly interface. Compatible with any LV2-supporting host software such as Ardour and Audacity, it's easily installed and used via command line. Users can submit issues or contribute code via GitHub.

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(github.com)
Development audio processing equalizer

Adaptable Text Editor 'ad': Blending Vim and Acme

2024-12-18

ad is a novel text editor that combines the modal editing interface of Vim and Kakoune with the extensibility approach of Plan9's Acme. ad allows users to execute text and serves as a playground for experimenting with implementing various text editor features. Currently, ad is stable enough and feature-complete enough to try out, though documentation is sparse and bugs may exist. ad's design philosophy blends Vim's modal editing, Emacs's mini-buffer, and Acme's editing commands and extensibility, aiming for a comfortable editing environment that supports direct interaction with external tools and programs.

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(github.com)
Development text editor modal editing extensibility

Global Operation Takes Down 27 DDoS-for-Hire Sites

2024-12-17

Europol coordinated a 15-country operation, PowerOFF, shutting down 27 major DDoS-for-hire platforms ('booters' and 'stressers'). These platforms enabled cybercriminals and hacktivists to flood targets with illegal traffic, crippling websites and online services. The operation disrupted attacks targeting US government agencies, including the Department of Justice and FBI. While a significant victory, experts caution that criminals will adapt, necessitating ongoing efforts to combat DDoS attacks.

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(www.scworld.com)
Tech DDoS attacks international cooperation

Voxon: Revolutionizing 3D Volumetric Holograms

2024-12-17

Voxon's groundbreaking VLED technology creates real-time interactive volumetric holograms, using millions of points of light floating in 3D space. Viewable from 360 degrees, these immersive holograms are transforming entertainment, communication, and data visualization. Their products, the VX2 and VX2-XL, cater to individual and commercial needs, offering high-quality volumetric displays. Voxon actively seeks partnerships to explore further applications of this revolutionary technology, ushering in a new era of interactive digital experiences.

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(www.voxon.co)
Tech volumetric hologram 3D display technology virtual reality

Ergo: A Modern Go-Based IRC Server Released

2024-12-18

Ergo is a modern IRC server written in Go, designed for ease of setup and use. It combines the features of an ircd, services framework, and bouncer (integrated account management, history storage, and bouncer functionality). It boasts bleeding-edge IRCv3 support and is highly customizable via a rehashable YAML config. Key features include integrated services (NickServ, ChanServ, HostServ), native TLS/SSL support, SASL authentication, LDAP support, and advanced security and privacy features.

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(github.com)
Development IRC server

IncludeOS: Run Applications in the Cloud with Zero Overhead

2024-12-17

IncludeOS is a lightweight operating system that lets you run your application in the cloud without a traditional OS. It integrates OS functionality directly into your application, creating high-performance, secure, and resource-efficient virtual machines. IncludeOS applications boot in tens of milliseconds and require only a few megabytes of disk and memory. Simple command-line tools facilitate building and deployment, and ample examples and documentation help developers get started quickly.

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(www.includeos.org)
Development lightweight OS cloud computing virtual machines

BYOJS: Embrace Native JavaScript for Web Development

2024-12-17

The BYOJS project champions building web applications with core JavaScript, rather than relying on heavy frameworks. While frameworks and languages like TypeScript are popular, BYOJS argues that building efficient web apps using the core JS language is a lost art. It encourages using loosely-coupled libraries instead of tightly-coupled frameworks, advocating for choosing the least powerful tool that gets the job done and prioritizing concise code. The project provides helpful utilities such as a simple key-value storage API, an asynchronous event emitter, a modal wrapper, and more. All code is MIT licensed.

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(byojs.dev)
Development Native JavaScript Lightweight Libraries

Design Tokens: The Key to Scalable and Consistent UI Architectures

2024-12-18

This article explores the role of design tokens in modern UI architecture. By representing design decisions as data, design tokens serve as a single source of truth, enabling automated code generation across platforms for faster updates and improved design consistency. It details the layered organization of design tokens (option, decision, and component tokens), automated distribution processes, and how to choose the appropriate number of layers and token scope. Finally, it discusses when design tokens are appropriate and their limitations, helping readers determine their suitability for their projects.

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(martinfowler.com)
Design design tokens UI architecture automated design

Lightweight Self-Hosted Proxy PipeGate: A 'Poor Man's ngrok'

2024-12-17

PipeGate is a lightweight, self-hosted proxy built with FastAPI, designed as a "poor man's ngrok." It lets you expose your local servers to the internet, providing a simple way to create tunnels from your local machine to the external world. It's excellent for developers wanting to understand how tunneling services like ngrok work internally or needing a customizable alternative hosted on their own infrastructure. Key features include self-hosting, unique connections, customizability, lightweight design, and ease of learning. Installation is straightforward via git clone or pip.

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(github.com)
Development self-hosted proxy ngrok alternative local server

A Decade-Old Fileserver's Second Life: Cost-Effective Storage Solution

2024-12-17

A company is still running a production machine, a fileserver over a decade old. While outdated, with a BMC requiring Java for KVM-over-IP, its 16 disk bays and 10G Ethernet ports make it ideal for repurposing. Used as a bring-your-own-disk low-cost storage server, it fulfills the need for high-capacity, low-performance storage despite its age and limited RAM. This highlights the value of reusing old hardware when requirements align.

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(utcc.utoronto.ca)
Tech server reuse storage solution hardware cost

Exbody2: High-Fidelity Whole-Body Motion Mimicry in Humanoid Robots

2024-12-18

Researchers have developed Exbody2, a generalized whole-body tracking framework enabling humanoid robots to perform expressive motions with human-like stability. Trained in simulation using Reinforcement Learning and then transferred to the real world, Exbody2 decouples keypoint tracking from velocity control. It leverages a privileged teacher policy to distill precise mimicry skills, achieving high-fidelity replication of dynamic movements such as running, crouching, and dancing. Experiments on two humanoid platforms demonstrate superior performance compared to state-of-the-art methods, providing practical guidelines for advanced whole-body control in humanoid robotics.

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(exbody2.github.io)
AI Robotics Reinforcement Learning Whole-body Control

Archive Team: Rescuing Digital History from the Brink

2024-12-18

Archive Team is a loose collective of archivists, programmers, and volunteers dedicated to preserving our digital heritage. Since 2009, they've been battling website shutdowns, data deletions, and more, striving to save historical information before it's lost forever. They actively participate in various data archiving projects, offering advice on data management and recovery. Current projects include saving data from platforms like Telegram and Cohost, along with ongoing efforts for sites such as Blogger, GitHub, and Imgur.

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(wiki.archiveteam.org)
Tech digital heritage web archiving data preservation

Taming the Chaos: Centralizing and Structuring Error Handling in Go

2024-12-18

This article details the author's journey in tackling escalating error handling issues in a growing Go project. Initially, the simple approach to error handling devolved into chaos with confusing logs and untraceable errors. To solve this, a new error handling framework was designed and implemented. This framework employs a centralized, structured system using namespace codes to make errors meaningful and traceable. The core is a centralized declaration of error codes; each service layer returns only its own namespace codes, enriched with context information. The article thoroughly explains the design decisions, implementation, lessons learned, and migration strategy, offering valuable practical experience.

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(olivernguyen.io)
Development Error Handling Software Architecture

One Woman Dev Team Reaches Two Million Users

2024-12-17

Nadia Odunayo, a software engineer, built The StoryGraph, a reading community app with over a million users, as a solo developer. The StoryGraph helps users track their reading and recommends books based on mood and preferences. This inspiring story highlights Odunayo's grit, technical skills, and the 'one-person framework' she used to achieve this impressive feat. It offers valuable insights for aspiring solo developers.

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(brightonruby.com)
Development solo development reading community user growth

Bruin: Build Data Pipelines with SQL and Python

2024-12-17

Bruin is a powerful data pipeline tool that combines data ingestion, data transformation with SQL and Python, and data quality checks into a single framework. It works with major data platforms and runs on your local machine, an EC2 instance, or GitHub Actions. Key features include data ingestion, SQL & Python transformations, data quality checks, Jinja templating, end-to-end validation, and support for multiple environments. Pipelines are easily defined using a simple pipeline.yml file.

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(github.com)
Development data pipeline

Open Source Firmware: Necessity and Strategic Choices

2024-12-17

This article explores the necessity of open-source firmware. The author argues that firmware, as software controlling hardware, should adhere to free software principles. This is not only about freedom itself but also directly related to users' practical interests. Non-free firmware can restrict hardware functionality, hide security vulnerabilities, and even prevent users from fixing security issues. The article analyzes two viewpoints: one considers open-source firmware desirable but not necessary; the other advocates that all system software should be open-source. The author leans towards the former, believing that prioritizing the freedom of the operating system kernel is more important, but simultaneously emphasizes the benefits of open-source firmware and discusses how to promote it through strategic means.

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(mjg59.dreamwidth.org)
Development firmware free software

OCR Challenge: Digitizing Saint-Simon's Memoirs

2024-12-17

The author spent several weeks using OCR to digitize a late 19th-century edition of the 18th-century French memoirs, *Les Mémoires de Saint-Simon*. This 45-volume behemoth, containing over 3 million words, is available online as images, but is difficult to read. The goal was to create a readable, searchable, and copyable text version. Challenges included poor image quality and parsing different page zones (headers, main text, margin comments, footnotes, etc.). Google Vision API was used for OCR, with a Python program processing the results to identify and separate text from different areas. While LLMs failed to reliably handle footnote references, the author improved the program and incorporated manual review, resulting in the release of the first volume.

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(blog.medusis.com)
Development Text Processing Digital Humanities

Startup Failure After 3 Years: Founder Open-Sources All Code

2024-12-17

After three years, Dylan Huang's developer tools startup, Konfig, has shut down. Konfig focused on simplifying API integrations, with its core product being an SDK generator alongside API documentation and testing tools. Despite gaining some early traction, the company failed to achieve hyper-growth due to challenges in securing contracts and low pricing. A pivot to a B2B SaaS AI product also proved unsuccessful. Now, Huang is open-sourcing Konfig's entire codebase – including the core product, failed pivots, and various supporting scripts – hoping it will be beneficial to others. While the startup ended in failure, Huang emphasizes the invaluable lessons learned.

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(dylanhuang.com)
Startup startup failure open source code API development tools

Langfuse: Open-Source LLM Engineering Platform Streamlines Development

2024-12-17

Langfuse is an open-source LLM engineering platform designed to simplify the development and deployment of large language model (LLM) applications. It offers features such as LLM observability, metrics, evaluations, prompt management, a playground, and datasets, integrating seamlessly with tools like LlamaIndex, Langchain, OpenAI SDK, and LiteLLM. Developers can use Langfuse to monitor LLM performance, manage prompts, evaluate model effectiveness, and ultimately accelerate LLM application development.

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(github.com)
Development Development Platform

Discourse Celebrates a Decade of Fostering Online Communities

2024-12-17

Discourse, the open-source forum software, celebrated its 10th anniversary on August 26th, 2024. Launched with a vision of raising the standard of online discourse, it has grown from a small team of four to over 100 employees across 25 countries. The platform boasts over 20,000 communities, 107 million topics, and nearly 1.65 billion posts. Continuous development has included the addition of 49 plugins, chat features, and AI-powered tools for moderation and user experience enhancement. This success is a testament to its open-source nature, commitment to user feedback, and the dedication of its team.

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(blog.discourse.org)
Development Open-Source Forum Community Software AI Integration

The Age of Average: Design Homogenization in the Modern World

2024-12-13

From interior design to automobiles and movie posters, a striking homogeneity pervades modern design. The article uses the example of Komar and Melamid's 'People's Choice' paintings to illustrate the surprising uniformity of aesthetic preferences. The sameness of Airbnb interiors, fast-casual architecture, car designs, and brand logos and advertising all exemplify this trend. The author argues this 'Age of Average' isn't accidental but a result of factors like technological constraints, cost pressures, and market convergence. However, this also presents an opportunity; bold brands and courageous companies that dare to be different and distinctive can thrive.

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(www.alexmurrell.co.uk)
3
Design design homogenization aesthetic convergence age of average

The Moon: A Captivating Cosmic Journey

2024-12-17

This article takes a captivating journey through the intricacies of the Moon's motion, the Earth-Moon system, and the dynamics of a three-body system within our solar system. Using interactive demonstrations, the author explains phenomena like lunar orbits, tides, solar and lunar eclipses, and reveals the formation of lunar surface features and the reasons behind the Moon's brightness. Covering concepts such as gravity and the conservation of angular momentum, the article explains complex astronomical phenomena in an accessible way, making it a scientifically engaging and entertaining read.

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(ciechanow.ski)
Misc Moon Cosmos

Rust Compiler: A Query-Based Incremental Compilation Architecture

2024-12-13

To address the efficiency issues of traditional pipeline-based compilation, the Rust compiler employs a query-based incremental compilation architecture. This architecture breaks down the compilation process into a series of interdependent queries, utilizing a compilation database to cache intermediate results. This allows recompilation only of necessary code sections. Similar to a build system's dependency management, this significantly improves compilation speed, especially beneficial in scenarios like IDE integration. While introducing complexity, this approach offers a more stable and efficient incremental compilation experience for Rust compared to gradual improvements to traditional methods, now default for development builds.

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(lwn.net)
3
Development Compiler Incremental Compilation

SpiceNice: An Open-Source Culinary Spice Database Launches

2024-12-17

SpiceNice is a new open-source website offering a comprehensive database of culinary spices. It provides detailed information on each spice, including its botanical name, culinary uses, and origin, along with details about the corresponding plant. Built using Strapi (backend), PostgreSQL (database), and Astro (frontend), SpiceNice aims to become a central resource for cooks, biologists, farmers, and spice enthusiasts. Future plans include a web API, multilingual support, and a community forum.

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(tderflinger.com)
Development spices

Grug's Guide to Sound: A Caveman's Approach to High Fidelity

2024-12-17

Grug, a seasoned (though slightly confused) sound engineer, penned this guide to help young Grugs build the perfect cave sound system. The guide covers every component in the signal chain, from streamers to speakers, explaining key parameters like impedance, sensitivity, and distortion. Grug emphasizes low noise and low distortion, advising prioritization of high-quality speakers. Ultimately, Grug recommends a budget-friendly entry-level system, allowing young Grugs to enjoy high-fidelity music in their caves.

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(petrustheron.com)
Misc audio hi-fi

DataFuel API: Turn Websites into LLM-Ready Data

2024-12-13

DataFuel is a powerful API that transforms websites and knowledge bases into LLM-ready data with a single query. It effortlessly scrapes entire websites, delivering clean, markdown-structured data perfect for RAG systems and AI model training. No complex scraping code is needed. DataFuel offers multiple output formats, including GPT-4 powered extraction for highly accurate results, and a free tier to get started. Trusted by industry leaders, DataFuel simplifies the data preparation process for building powerful AI applications.

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(www.datafuel.dev)
3
AI web scraping
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