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Hugging Face Spaces Launches ZeroGPU: Dynamic GPU Allocation for Enhanced AI Model Efficiency

2024-12-15
Hugging Face Spaces Launches ZeroGPU: Dynamic GPU Allocation for Enhanced AI Model Efficiency

Hugging Face Spaces has introduced ZeroGPU, a shared infrastructure that dynamically allocates NVIDIA A100 GPUs to optimize GPU usage for AI models and demos. ZeroGPU offers free GPU access, multi-GPU support, and lowers the barrier to entry for deploying AI models. Users simply select ZeroGPU hardware when creating a Gradio Space and use the `@spaces.GPU` decorator for GPU-dependent functions. ZeroGPU is compatible with PyTorch and optimized for Hugging Face's transformers and diffusers libraries, but currently only works with the Gradio SDK. Personal accounts (PRO users) can create up to 10 ZeroGPU Spaces, while organization accounts (Enterprise Hub) can create up to 50.

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(huggingface.co)
AI GPU allocation

mizu.js: A Lightweight HTML Templating Library for Any-Side Rendering

2024-12-19
mizu.js: A Lightweight HTML Templating Library for Any-Side Rendering

mizu.js is a lightweight HTML templating library supporting both client-side and server-side rendering. Its simple syntax, close to vanilla JavaScript and HTML, offers a gentle learning curve. Featuring a rich set of directives for conditional rendering, loops, data binding, and HTTP requests, mizu.js allows building various web applications—single-page apps, static sites, and dynamic pages—without complex build processes. Its flexibility and simplicity make it ideal for both small and large projects.

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(mizu.sh)
Development HTML templating server-side rendering client-side rendering

From CTO to Indie Hacker: My Journey to Passive Income Through Coding

2025-01-14
From CTO to Indie Hacker: My Journey to Passive Income Through Coding

A former CTO of a 150-person software company shares his transition to becoming a full-time indie hacker, generating passive income by selling software products online. Starting with a small place card app, he gradually built a portfolio of revenue-generating software, ultimately achieving financial and time freedom. The article details his experience from finding time, selecting projects, building MVPs to marketing and promotion, emphasizing the importance of continuous iteration, managing expectations, and resilience, encouraging developers to explore turning coding skills into passive income streams.

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(www.coryzue.com)
Development passive income indie hacker

AGI Attempt on the Tokio Runtime: A Failed Biologically-Inspired AI Experiment

2024-12-26
AGI Attempt on the Tokio Runtime: A Failed Biologically-Inspired AI Experiment

A developer attempted to build an AGI system based on a biological neural network on the Tokio runtime. He built an asynchronous neural network and trained it using genetic algorithms, but the experiment ultimately failed, achieving a maximum score of only 3. The author suggests that Tokio's inability to efficiently handle the massive number of neural impulses, and the optimization strategy of the genetic algorithm, might be responsible for the failure.

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(www.christo.sh)
AI biological neural network

Fixing a Sneaky uname Bug in Apache NuttX RTOS: Static Variables Strike Back

2025-01-21
Fixing a Sneaky uname Bug in Apache NuttX RTOS: Static Variables Strike Back

This post details the debugging journey of a seemingly minor bug in the Apache NuttX RTOS's `uname` command. The initial problem: the commit hash was missing from the output. The investigation led down a rabbit hole, involving inspecting the kernel image, calling `uname` at kernel startup, and disassembling the application. The culprit? A broken static variable (`g_version`) responsible for storing the commit hash within NuttX applications. This unexpected behavior highlighted the importance of thorough debugging in embedded systems, emphasizing that even minor anomalies can signal deeper, more serious issues.

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(lupyuen.org)
Development bug fix

Amurex: Simplifying LLM Deployment

2025-01-21

Amurex is an open-source project aiming to simplify the deployment of large language models (LLMs). It provides an easy-to-use framework, enabling developers to integrate powerful LLMs into their applications with ease, without needing deep knowledge of complex underlying technologies. Find the project here: https://github.com/thepersonalaicompany/amurex. This project lowers the barrier to entry for AI applications, accelerating the adoption of AI technology.

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(sansyrox.github.io)
AI AI Deployment

Clay: A Robust UI Layout Library

2024-12-19

Clay is a lightweight UI layout library for building responsive and accessible user interfaces. Its clean and intuitive API allows developers to easily create complex layouts while maintaining code maintainability and readability. Clay prioritizes performance and accessibility, ensuring fast loading times and user-friendliness through streamlined code and a well-architected design. Whether building simple page layouts or complex interactive applications, Clay empowers developers to build high-quality UIs efficiently.

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(www.nicbarker.com)
Development UI library responsive layout accessibility

Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

2024-12-16
Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

Converge, a Y Combinator-backed company with over $1M in ARR, is hiring a senior full-stack engineer. The small team (only 4 people) serves 180+ customers, processing billions of dollars in annual sales and billions of events per month. You'll build a unified marketing measurement stack, including customer data collection, identity resolution, and marketing attribution, with direct customer interaction and significant ownership. The company values action-orientedness, continuous learning, positive attitudes, and simplicity. Requires extensive full-stack experience, proficiency in React and backend development, and knowledge of production software deployment and scaling.

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(www.ycombinator.com)
Development Full-Stack Engineer Marketing Measurement

Failed Startups Leave Employees Vulnerable to Data Breaches via Google Logins

2025-01-20
Failed Startups Leave Employees Vulnerable to Data Breaches via Google Logins

A security researcher discovered a critical vulnerability exposing employees of defunct startups to significant data breaches. By acquiring expired domains, attackers can exploit "Sign in with Google" to access company cloud software, potentially stealing Slack messages, Social Security numbers, and bank account details. While Google's OAuth configuration includes safeguards, improper implementation by some SaaS providers leaves the vulnerability exploitable. Tens of thousands of former employees and millions of SaaS accounts are at risk. Google has updated its documentation, advising companies to properly shut down cloud services, but the issue remains unresolved.

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(techcrunch.com)
Tech startups

AI Color Palette Generator - Browse, Edit, Visualize and Generate Unique Palettes

2024-03-20

Artificial Intelligence (AI) is revolutionizing the way we design with colors. Using AI algorithms, AIColors.co helps designers create color palettes that evoke desired emotions, enhance user experience, and align with brand identities. The website offers a user-friendly interface where designers can input keywords or images to generate unique color combinations. With a database of millions of colors and various customization options, AIColors.co empowers designers to explore and refine their color choices. Additionally, the website provides resources and tutorials on color theory and AI-driven design, making it a valuable tool for both novice and experienced designers.

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(aicolors.co)
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Nine: A Stunning C64 Demo

2025-02-05

A developer released 'Nine', a small yet incredibly impressive C64 demo at Fjälldata 2025. A video explaining its workings is in the works, but for the impatient, the machine code monitor is available. The demo has been lauded by users, with some calling it the best of 2025. However, one user reported a syntax error when running it on VICE emulator.

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(linusakesson.net)
Game Demo

Reverse Engineering Bambu Connect: Extracting the Private Key

2025-01-20

Security researchers reverse-engineered the Bambu Connect printer app, revealing it uses Electron and employs code obfuscation and asar packaging to protect its private key. Researchers detailed a multi-step process, including using asarfix to repair the asar file, analyzing main.node with Ghidra, and ultimately extracting the private key and certificates. The process also involved RC4 decryption and URL decoding.

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(wiki.rossmanngroup.com)
Tech private key extraction

macOS 15.2 Update Breaks System Replication: Users Face Data Backup Nightmare

2024-12-14

A critical bug in macOS 15.2 has broken the system replication feature, causing data backups to fail with a 'Resource Busy' error, specifically when attempting to copy Preboot or Recovery partitions. Developer Dave Nanian explains that the problem stems from Apple's own code and currently has no easy fix. Users are forced to rely on third-party backup solutions, utilizing a 'Backup - all files' method with a Smart Update to restore their data after a clean system install. This issue is causing significant user frustration, particularly as the holiday season approaches.

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(www.shirtpocket.com)
Development system failure data backup

Chopstick Sleeves: Micro-Epics of Japanese Typography and Culture

2025-01-19
Chopstick Sleeves: Micro-Epics of Japanese Typography and Culture

The Letterform Archive's recent acquisition of over 500 Japanese chopstick sleeves reveals a fascinating history of Japanese culture and design. From Heian-era silk wrappings to modern printed advertisements, these seemingly humble objects chronicle societal shifts. Designs range from iconic Mount Fuji imagery and Edo-period woodblock prints to modern fusions of East and West, reflecting evolving aesthetics and national identity. The collector's meticulous preservation embodies the Japanese concept of 'mottainai,' highlighting the value found in even the most ephemeral objects.

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(letterformarchive.org)
Design Japanese culture

Society for Technical Communication (STC) Files for Chapter 7 Bankruptcy

2025-01-29
Society for Technical Communication (STC) Files for Chapter 7 Bankruptcy

The Society for Technical Communication (STC), a long-standing organization, has announced its closure due to insurmountable financial liabilities and declining membership. Despite years of cost-cutting measures and revenue generation attempts, the organization's debt and operational expenses exceeded its income. STC will cease all operations, including membership renewals, educational programs, certification courses, and all chapter and SIG activities. A bankruptcy trustee will manage the closure process and communicate with creditors.

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(www.stc.org)
Misc Technical Communication Organization Closure

Unprecedented Drop in Teen Drug Use Continues to Surprise Experts

2024-12-20
Unprecedented Drop in Teen Drug Use Continues to Surprise Experts

A new study reveals a continued and unexpected drop in teen drug use in 2024, reaching historic lows. The decline, which began during the COVID-19 pandemic, has not reversed despite the lifting of restrictions. Rates of alcohol, marijuana, and nicotine use among 8th, 10th, and 12th graders have all plummeted. Researchers are now investigating the contributing factors to this unprecedented trend and planning interventions to maintain these low rates.

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(arstechnica.com)
Health teen drug use pandemic impact

GitHub Open Sources Fully Documented Commodore 64 Elite Source Code

2024-12-20
GitHub Open Sources Fully Documented Commodore 64 Elite Source Code

A fully documented and annotated source code for the classic Commodore 64 game Elite has been open-sourced on GitHub. This repository provides four variants of the source code, catering to different hardware platforms and build processes. Developers can explore the meticulously commented source code to understand Elite's inner workings and even compile a playable D64 disk image on modern machines using the provided Makefile, runnable on emulators or real hardware. This project aims to help appreciate this iconic 8-bit game, offering significant educational and archival value.

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(github.com)
Game Game Source Code

Immersion Cooling Could Reshape Data Center Design

2025-01-01
Immersion Cooling Could Reshape Data Center Design

Sandia National Laboratories is testing a novel cooling system that fully submerges computer servers in a non-conductive liquid coolant. This captures 100% of waste heat, resulting in a 70% reduction in energy consumption and significantly less water usage. The technology promises to revolutionize data center design, addressing the growing power and water demands of high-performance computing. Partnering with Submer Technologies, Sandia is conducting comprehensive tests, with a case study expected this fall.

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(www.sandia.gov)
Tech immersion cooling data centers high-performance computing

Resurrecting a Perfect Commodore Amiga 1000: A Retrocomputing Odyssey

2025-01-29
Resurrecting a Perfect Commodore Amiga 1000: A Retrocomputing Odyssey

This blog post details the author's journey restoring a Commodore Amiga 1000, the first model of the Amiga series. Purchased from eBay, the machine's resurrection involved identifying its previous owner (Franz Barta), replacing capacitors, troubleshooting (a loose CPU socket was the culprit!), installing a PiStorm and Parceiro expansion board, and finally, restoring it to working order with a Retrobrighting treatment. The author shares experiences running incompatible software using WHDLoad and outlines future upgrades, including RGB2HDMI for high-definition output and RAM expansion.

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(celso.io)
Hardware hardware restoration

htmx: The Next jQuery? Stability-First Web Dev Tool

2025-01-06

htmx, evolved from intercooler.js, aims to be a stable and reliable tool for web development, much like jQuery's long-lasting success. The article outlines htmx's future direction: prioritizing stability over frequent updates; limiting the addition of core features, mainly extending functionality through the extension API; maintaining a quarterly release schedule. htmx's goal isn't to be a total solution for web applications, but to focus on simplifying hypermedia controls and better integrate with other tools and techniques, ultimately hoping its core functionality will be integrated into the HTML standard.

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(htmx.org)
Development hypermedia

JReleaser: Effortless Project Releases

2025-01-21

JReleaser simplifies the project release process, supporting numerous languages like Java, Go, and Node.js. It effortlessly creates packages for various platforms (Homebrew, Snapcraft, etc.), publishes them to services like GitHub and GitLab, and even auto-generates changelogs and announces releases on Twitter. Whether you use CLI, Maven, Gradle, or Ant, JReleaser streamlines your workflow, letting you focus on development.

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(jreleaser.org)
Development project release automation tool multi-language support

Herculaneum Papyrus 5: A Breakthrough in Ink Detection

2025-02-05
Herculaneum Papyrus 5: A Breakthrough in Ink Detection

Significant progress has been made in ink detection and segmentation of P.Herc. 172 from the Bodleian Libraries at Oxford (Scroll 5). The scroll exhibits unusually visible ink, greatly aiding ink detection model training. While segmentation requires further refinement, preliminary analysis suggests authorship by Philodemus, with words like 'disgust', 'fear', and 'life' identified, along with symbols indicating a finished work. Scroll 5's unique characteristics offer potential as a 'Rosetta Stone' for ink detection in other scrolls. The team has released extensive segmentation data to facilitate research.

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(scrollprize.substack.com)
AI ink detection papyrus

The Extraordinary Life of Potoooooooo: A Racing Legend

2025-01-16
The Extraordinary Life of Potoooooooo: A Racing Legend

Potoooooooo, a chestnut thoroughbred with a legendary status, is renowned for his unusual name and spectacular racing career. He won over 25 races, his name, a humorous misspelling of "Potatoes," adding to his colorful story. After retirement, Potoooooooo became a significant sire, his offspring including multiple Epsom Derby winners. His genetic legacy continues to shape thoroughbred racing to this day.

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(en.wikipedia.org)
Misc horse racing thoroughbred pedigree

MIT Rocket Team Recovers Data from Crashed Rocket

2024-12-18

In Spring 2020, the MIT Rocket team launched rockets at the FAR site in the Mojave desert. A second-stage rocket crashed without deploying its parachutes, burying itself 3 meters underground. Despite significant damage to the avionics, the team successfully recovered data from a damaged flash chip. Using a salt solution to create temporary electrical contact, they were able to read the flash memory and determine the cause of the crash.

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(dontvacuum.me)
Tech rocket crash data recovery flash chip

Agricultural Trade in Tropical Regions Causes Biodiversity Loss Three Times Higher Than Thought

2024-12-14
Agricultural Trade in Tropical Regions Causes Biodiversity Loss Three Times Higher Than Thought

A study published in Nature Sustainability reveals that agricultural exports from tropical regions are three times more damaging to biodiversity than previously assumed. Researchers from the Technical University of Munich and ETH Zurich tracked how agricultural exports from 1995 to 2022 affected land-use changes in producing countries. International trade is responsible for over 90% of biodiversity loss during this period, impacting Brazil, Indonesia, Mexico, and Madagascar particularly severely. The team used satellite data to more accurately assess the long-term impacts of land-use change on biodiversity, highlighting the complex link between global trade and biodiversity loss. The study calls for global action to address this challenge.

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(phys.org)
Tech biodiversity agricultural trade land use change land-use change biodiversity loss

Linux Context Switching Internals: Process State and Memory

2025-01-02
Linux Context Switching Internals: Process State and Memory

This article delves into the Linux kernel's representation of processes and their states, focusing on the key data structures: task_struct and mm_struct. task_struct manages the execution state, including process state, CPU time tracking, and scheduling information. mm_struct handles memory state, encompassing page tables, memory segment boundaries, and architecture-specific details. The article thoroughly explains the fields within these structures and their roles in context switching, offering a deep understanding of the Linux kernel's inner workings.

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(blog.codingconfessions.com)
Development Context Switching Process Management
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