Trump's USAID Freeze Cripples Global TB Fight

2025-02-13
Trump's USAID Freeze Cripples Global TB Fight

The Trump administration's abrupt freeze on foreign aid, targeting the US Agency for International Development (USAID) and its eventual dismantling, has sent shockwaves through the global tuberculosis (TB) community. USAID, a primary funder of global TB control, accounting for roughly one-third of international funding, has had its programs abruptly halted. This has resulted in the closure of vital TB diagnosis and treatment services in numerous countries, jeopardizing millions of lives. The freeze not only impacts treatment and prevention but also severely hinders TB research, potentially accelerating the spread of drug-resistant strains. While lawsuits and opposition are underway, the immediate danger to TB patients remains dire, highlighting the crucial role of international cooperation in global public health.

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The 1561 Nuremberg Celestial Event: UFOs or Atmospheric Phenomena?

2025-02-22
The 1561 Nuremberg Celestial Event: UFOs or Atmospheric Phenomena?

On April 14, 1561, a mass sighting of unusual celestial phenomena occurred over Nuremberg. A woodcut broadsheet depicts hundreds of spheres, cylinders, and other objects engaging in what appeared to be an aerial battle. While some interpret this as evidence of extraterrestrial spacecraft, skeptics attribute the event to atmospheric phenomena like sun dogs. Carl Jung offered a perspective suggesting a natural event overlaid with religious and military interpretations, leaving the true nature of the 1561 Nuremberg event a subject of ongoing debate.

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The Cognitive Cost of LLMs: A Study on Essay Writing

2025-06-18

A study investigating the cognitive cost of using Large Language Models (LLMs) in essay writing reveals potential negative impacts on learning. Participants were divided into three groups: LLM, search engine, and brain-only. EEG data showed that the LLM group exhibited weaker neural connectivity, lower engagement, and poorer performance in terms of essay ownership and recall, ultimately scoring lower than the brain-only group. The findings highlight potential downsides of LLM use in education and call for further research to understand the broader implications of AI on learning environments.

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AI

Building the Worst Video Player with Three.js: A Nostalgic Pixel-Perfect Game

2025-05-18
Building the Worst Video Player with Three.js: A Nostalgic Pixel-Perfect Game

This article details the author's journey building a creative video player using Three.js and a physics engine. Instead of a traditional player, it's an arcade-style game where users must insert virtual coins to watch video, earning only three seconds of playback per coin. Players drag and drop coins into a slot, requiring precision to continue watching. This nostalgic and fun design challenges traditional video player design and showcases the limitless possibilities of web development.

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Development Video Player

eBPF and Container Runtimes: Connecting via the CRI

2025-07-11

This article explores how open-source eBPF projects connect with container runtimes (CRs) using the Container Runtime Interface (CRI) to enrich context with pod and container information. It details the connection process: locating the Unix socket file, establishing a gRPC connection using the CRI API, and querying information. Examples from Tetragon, crictl, and Tracee illustrate different approaches to connecting to the CR, including hardcoded default socket paths and runtime connection attempts. Finally, it demonstrates querying container information like cgroup paths using the CRI API, such as Tetragon's method for retrieving a container's cgroup path.

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Development Container Runtime

OpenAI Engineer: AI Has Reached Utility Threshold, Needs More Great Engineers

2025-02-20
OpenAI Engineer: AI Has Reached Utility Threshold, Needs More Great Engineers

An OpenAI engineer reflects on 15 years in AI, noting that cutting-edge models like GPT-3, Codex, and DALL-E 2 have pushed AI past a utility threshold, enabling tasks previously impossible for computers. Progress hinges on precise execution of large-scale models, demanding more engineers with strong software skills. OpenAI invites talented engineers to join, emphasizing the importance of technical humility, as many established software intuitions don't apply to machine learning.

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Development

Reshaped: A Five-Year Journey to Open Source

2025-09-11
Reshaped: A Five-Year Journey to Open Source

After five years of development, the Reshaped component library is now fully open source! Initially a personal project addressing the need for consistent React and Figma component libraries, Reshaped covers 80% of core web design practices, prioritizing alignment between design and engineering. The author first made the React package free, and now opensources the entire codebase, aiming to foster best practices in design and engineering. Future plans include advanced premium components.

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Open-Source R1 Shakes Up the AI World: Accelerated Development!

2025-01-26
Open-Source R1 Shakes Up the AI World:  Accelerated Development!

The AI landscape is exploding with new models. DeepSeek's open-source reasoning model, R1, matches the performance of OpenAI's closed-source o1, but at a fraction of the cost, sending shockwaves through the industry. R1 validates OpenAI's o1 and o3 approaches and reveals new trends: pretraining's diminished importance and the emergence of inference time scaling laws, model downsizing, reinforcement learning scaling laws, and model distillation scaling laws, all accelerating AI development. R1's open-source nature intensifies US-China competition, highlighting the massive geopolitical implications of AI's rapid progress.

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AI

How Interruptions Impact Software Engineers: A Research Deep Dive

2025-01-20
How Interruptions Impact Software Engineers: A Research Deep Dive

New research explores how interruptions affect software engineers' productivity and stress. The study found that different types of interruptions (e.g., in-person vs. on-screen notifications) impact coding, code comprehension, and code review differently, with complex tasks being less affected. Interestingly, physiological data (heart rate variability) showed less stress with in-person interruptions, but engineers perceived them as more stressful. Managers should prioritize engineers' perceived stress, minimizing high-priority interruptions and providing focused time for tasks like coding to boost team efficiency.

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Development interruptions

From 15 Years of Celibacy to Dating Success: A Practical Guide

2025-03-20
From 15 Years of Celibacy to Dating Success: A Practical Guide

A 34-year-old author, after 15 years of celibacy, shares his journey to dating success by treating it as a special interest. He details practical advice, emphasizing self-improvement, confidence, honesty, and vulnerability. The guide covers optimizing dating app profiles, effective communication, and navigating casual vs. serious relationships. It stresses dating as a team sport, not a battle, highlighting the power of authenticity in attracting compatible partners and ultimately finding lasting love.

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TrapC: A Safer C Extension

2025-03-03
TrapC: A Safer C Extension

TrapC is a new extension of the C programming language designed to enhance memory safety. Removing keywords like `goto` and `union`, and adding `trap` and `alias`, TrapC incorporates C++ features such as constructors and destructors. It boasts automatic memory management, preventing leaks, and uses lifetime management for pointers instead of garbage collection. Despite its minimalist design—maintaining the same keyword count as C—it surprisingly offers significant C++ code compatibility. Presented at an ISO C meeting, TrapC aims to address memory safety concerns more comprehensively than other existing proposals.

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Development Language Extension

Beyond Cron: Building Robust Scheduled Backups with systemd

2025-03-14
Beyond Cron: Building Robust Scheduled Backups with systemd

Tired of Cron's limitations? This article shows how to build a more reliable, monitorable, and manageable scheduled backup system using systemd. By creating systemd timer and service files, you can easily schedule the execution of backup scripts and add pre- and post-execution actions, such as sending notifications of backup success or failure, using ExecStartPre and ExecStopPost. systemd's persistence mechanism ensures that backup tasks are reliably executed even after system restarts, while its logging and monitoring capabilities significantly improve system maintainability. Leave Cron's shortcomings behind and embrace the convenience and reliability of systemd!

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Development scheduled tasks

Shell Command Efficiency Hack: Quickly Identify Past Commands with Icons

2025-02-16
Shell Command Efficiency Hack: Quickly Identify Past Commands with Icons

Frequently searching and rerunning commands in your shell history? The author shares a clever trick: add icon or text identifiers before commands (e.g., ✅; ./utils/check.sh). These identifiers don't affect command execution but significantly improve visual recognition, allowing you to quickly find the desired command and alleviate the frustration of frequently scrolling through history. It's a simple yet effective way to improve shell efficiency.

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Bitnami's Docker Hub Migration: Security Upgrade or Paywall?

2025-08-28
Bitnami's Docker Hub Migration: Security Upgrade or Paywall?

Bitnami is migrating its public Docker image repository to a new Bitnami Legacy repository and gradually rolling out the more secure Bitnami Secure Images (BSI). The migration will be phased, with temporary image service interruptions. Users can choose to migrate to BSI (partially free, but full functionality requires a paid subscription) or the Bitnami Legacy repository (temporary solution, with security risks). Bitnami explains this move as an effort to improve security and address the growing threat of open-source software vulnerabilities and new regulations. However, this move has also sparked controversy, with some arguing it's a strategy to shift from free to paid services.

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Development

AI-Powered Video Analysis: Convenience Store and Home Settings

2025-02-20

Two AI segments analyze videos from a convenience store checkout and a home setting. The first describes a customer purchasing snacks and drinks using a 'PICK 5 FOR $8.00' deal, focusing on the interaction between the customer and the employee. The second shows a hand arranging a potted plant, with a home setting background including books, bowls, a watering can, etc., conveying a relaxed home atmosphere. Both segments demonstrate the AI's ability to understand video content through detailed action descriptions.

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Transborder Flight Bookings Between US and Canada Plummet Over 70%

2025-03-26
Transborder Flight Bookings Between US and Canada Plummet Over 70%

Recent data reveals a dramatic drop of over 70% in transborder flight bookings between the United States and Canada. Aviation analytics firm OAG shows a 71.4% to 75.7% decrease in bookings for April through September compared to the same period last year. April bookings alone are down 75.7%. While airlines have reduced some flights, it's far from enough to match the massive demand decline. This presents a significant challenge for airline route planning, requiring substantial adjustments to reflect current realities.

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Dutch Court Upholds Ruling Against Apple's App Store Practices

2025-06-16
Dutch Court Upholds Ruling Against Apple's App Store Practices

A Dutch court upheld a 2021 ruling against Apple, finding that the tech giant abused its dominant position in the App Store by imposing unfair conditions on dating app developers. The court sided with the Netherlands Authority for Consumers and Markets (ACM), which had ordered Apple to allow alternative payment methods and lower its commission fees. Apple plans to appeal the decision.

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Tech

Leaked: Massive Directory of The Sims Design Documents

2025-02-16

A massive directory of what appears to be internal The Sims design documents has surfaced online. Hundreds of files detail nearly every aspect of the game's development, from character modeling and animation to game mechanics and software architecture. The sheer volume and size of the files offer a rare glimpse into the complexity and scale of a large-scale game development project. This leak provides fascinating insight into the design and development processes of The Sims, sparking interest in game development workflows and documentation management.

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SQLx: An Async, Pure Rust SQL Toolkit with Compile-Time Query Checks

2025-07-29
SQLx: An Async, Pure Rust SQL Toolkit with Compile-Time Query Checks

SQLx is an asynchronous, pure Rust† SQL crate offering compile-time checked queries without a DSL. It supports PostgreSQL, MySQL, MariaDB, and SQLite, boasting runtime agnosticism (working with async-std, tokio, and actix), built-in connection pooling, row streaming, TLS support, and asynchronous notifications. SQLx leverages macros for compile-time SQL verification and provides both high-level and low-level query APIs for developer convenience.

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Development

Listen Notes' 2025 Tech Stack: From Single-Page App to Profitable Podcast Empire

2025-03-05
Listen Notes' 2025 Tech Stack: From Single-Page App to Profitable Podcast Empire

Listen Notes, launched in 2017 as a simple podcast search engine, has evolved into a mature product with a massive database and three user interfaces by 2025. This post details its tech stack, encompassing backend (Python, Django, uwsgi, Nginx), frontend (React, Tailwind), databases (Postgres, Elasticsearch, Redis, ClickHouse), and cloud services (AWS, Google Cloud, Cloudflare). It also shares operational insights, including finance, legal, HR, and marketing, offering valuable lessons for small software companies.

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Startup podcast

Meta's Llama 3.1 Community License: Not Free Software

2025-01-26

The Free Software Foundation (FSF) has released an evaluation concluding that Meta's Llama 3.1 Community License is not a free software license. The license not only denies users their freedoms but also attempts to grant licensors powers that should only be exercised through democratically-elected governments. Furthermore, its application to a machine learning application fails to address inherent software freedom challenges. The FSF urges the free software community to avoid using this license and any software released under it.

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Development

arXivLabs: Experimental Projects with Community Collaborators

2025-03-30
arXivLabs: Experimental Projects with Community Collaborators

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only partners with those who adhere to them. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development

A Glimpse into the Future of Browser-Based Python: Introducing SPy

2025-02-25
A Glimpse into the Future of Browser-Based Python: Introducing SPy

To overcome the speed limitations of Python in the browser, engineers from Anaconda and Cloudflare developed SPy. SPy isn't a simple Python port; it's a new language allowing a mix of compile-time and runtime code (blue and red code, respectively). Blue code, resembling Python, enables pre-computation at compile time, dramatically boosting performance. SPy code can be interpreted or compiled to C, then further compiled into native binaries or WebAssembly. A generative art demo showcased a 100x speed improvement by migrating from PyScript to SPy. While in early stages, SPy demonstrates impressive potential, promising near-Rust speeds for native Python execution in browsers in the future.

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Development

Historical Fencing: Reviving the Art of the Medieval Duel

2025-07-18
Historical Fencing: Reviving the Art of the Medieval Duel

A journalist recounts her experience learning historical European martial arts (HEMA), a unique blend of historical research and practical combat. From clumsy beginnings to mastering basic techniques, she ultimately applies her skills to a theatrical production, bringing historical duels to life on stage. The article explores HEMA's history, current state, and its transformative effects on participants, building confidence and strategic thinking. Interviews with HEMA enthusiasts reveal the sport's appeal and its rich historical and cultural significance.

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My Ultimate Self-Hosting Setup: A NixOS, ZFS, and Tailscale Triumph

2025-07-19

After years of experimentation with various self-hosting approaches, the author has finally achieved a stable setup running for over six months. This setup centers around NixOS for OS configuration, ZFS for robust data protection, and Tailscale for a secure internal network. The article details the architecture, key technology choices (including Authelia and LLDAP for authentication), and solutions to problems encountered, such as integrating Tailscale with other VPNs and exposing services to the public internet. Configuration snippets and helpful links are provided for readers to build upon.

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Development

Meta Glasses SDK Plea: Unleashing Developer Potential

2025-02-20
Meta Glasses SDK Plea: Unleashing Developer Potential

A developer is urging Meta to release a developer kit (SDK) for Meta glasses. Currently limited in functionality, the developer envisions a community built around an SDK, leveraging a potential background service API to allow third-party apps to send commands. This would enable voice commands like "Hey Meta" to control smart home devices, for instance. Access to a live camera feed, if provided by the SDK, would unlock countless possibilities. This would greatly enhance the customizability and user experience of Meta glasses.

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Development Meta Glasses

The Mind-Blowing Secrets of the Number Line

2025-02-19
The Mind-Blowing Secrets of the Number Line

This article delves into the surprising complexities hidden within the seemingly simple number line. The author argues that even integers warrant deeper consideration regarding their existence and distinctness. Even more shockingly, the vast majority of numbers on the number line are non-computable, meaning they cannot be precisely expressed or calculated, exceeding the limits of human comprehension. This challenges our understanding of numbers and reveals the endless mysteries of the mathematical world.

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Darklang: From Funding Drought to Open Source Rebirth

2025-06-16
Darklang: From Funding Drought to Open Source Rebirth

Dark Inc, the company behind the statically-typed functional programming language Darklang, has run out of money and officially shut down. However, Darklang lives on. Its assets – the language, blog, hosted service, etc. – have been acquired by Darklang Inc, a new company founded by former Dark Inc employees. The new company plans to open-source Darklang, enabling it to run anywhere. Dark Inc's failure stemmed from early aggressive growth, rapid cash burn, and a failure to adapt to the rise of code-generating tools in the age of ChatGPT. However, Darklang's core strength – immutability – has become even more crucial in the LLM era, making code easier to understand and safer to run. The founder is now focused on Tech for Palestine, an organization addressing issues related to Palestine.

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Development

Orange Intelligence: Open-Source macOS Productivity Tool Surpasses Apple's

2025-01-26
Orange Intelligence: Open-Source macOS Productivity Tool Surpasses Apple's

Orange Intelligence is a powerful, open-source macOS productivity tool designed to overcome the limitations of Apple's built-in intelligence features. Its elegant floating window interface lets users seamlessly capture, process, and replace text across any application. With support for custom Python functions, it integrates seamlessly with LLMs like OpenAI or local LLaMA, enabling the creation of complex agent systems. Built using Python, PyQt6, and Applescript, Orange Intelligence offers extensive customization options, boosting productivity for developers, researchers, and AI enthusiasts.

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Development

Real-time Claude Code Token Usage Monitor: Track and Predict Your Consumption

2025-06-19
Real-time Claude Code Token Usage Monitor: Track and Predict Your Consumption

This terminal monitoring tool, Claude Code Usage Monitor, provides real-time tracking of your Claude AI token usage. It features visual progress bars for tokens and time remaining, burn rate calculations, and predictions of when you'll run out of tokens. Supporting Pro, Max5, Max20, and custom max plans, it automatically switches to custom_max when Pro limits are exceeded and includes alerts and customizable reset times. The clean interface enhances user experience.

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Development
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