Elixir/Erlang Hot Code Swapping: Zero-Downtime Deployments

2024-12-13

This article delves into Elixir/Erlang's hot code swapping capabilities, enabling the loading and unloading of code at runtime without requiring system restarts for application upgrades. A simple KV module example demonstrates manual hot swapping, while iex's c/1 and r/1 commands, and the Relups tool, are introduced for easier application and release upgrade management. The article explains Erlang applications, releases, appups, and relups, detailing the use of the Distillery tool to generate application releases and upgrade releases, ultimately achieving zero-downtime deployments and preventing service interruptions.

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Development hot code swapping

Trinity Desktop Environment R14.1.3 Released: Lightweight, Efficient, and Ideal for Older Hardware

2024-12-13

The Trinity Desktop Environment (TDE) project team has released version R14.1.3, a lightweight, free desktop environment designed for users who prefer a lean and efficient experience. This release supports various Linux distributions, BSD, and DilOS, boasts low system requirements, making it ideal for older hardware. R14.1.3 includes numerous improvements, such as XDG Desktop Portal API integration, a new touchpad settings module, new themes and color schemes, and support for various applications and programming languages like Python 3.13. The project encourages donations to support its continued development.

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Go: When to Say No

2024-12-14

A developer, after years of using Go, is switching back to Java. He finds Go lacking in several areas: limited looping options, absence of higher-order functions, cumbersome error handling, overly restrictive coding style leading to verbose and hard-to-maintain code, and an immature package ecosystem. While acknowledging Go's suitability for infrastructure projects, he advises against its use in complex enterprise applications.

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Development development

Storing Times for Human Events: Best Practices and Challenges

2024-12-12

This blog post discusses best practices for storing event times on event websites. The author argues that directly storing UTC time loses crucial information, such as the user's original intent and location. A better approach is to store the user's intended time and the event location, then derive the UTC time. Examples like user error, international timezone adjustments, and the 2007 Microsoft Exchange DST update illustrate the importance of storing the user's intended time. The author recommends designing a clear and user-friendly interface to help users accurately set event times and locations, emphasizing the importance of maintaining the user's original intent to avoid errors caused by timezone changes.

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ChatGPT Clone in 3000 Bytes of C

2024-12-12

Developer Nicholas Carlini created a ChatGPT clone using only 3000 bytes of C code, powered by the GPT-2 model. This dependency-free implementation loads GPT-2's weight matrix and BPE file, then performs tokenization, matrix operations, transformer inference, and detokenization. While the output quality is not high, its efficiency is remarkable, producing multiple replies per second on modern hardware. This demonstrates the potential of compact code in implementing complex AI models.

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AI

Unraveling the Mystery of the Antikythera Mechanism: A 254:19 Cosmic Code

2024-12-15

Discovered in the first century BCE, the Antikythera mechanism is a complex astronomical device capable of tracking the movements of the sun, moon, and planets. Its intricate gear system is astonishing. This article delves into a specific 254:19 gear ratio within the mechanism, revealing it's not arbitrary but a clever reflection of the sun and moon's movements over a 19-year Metonic cycle, demonstrating the remarkable understanding of astronomy possessed by ancient Greeks. The article corrects previous misunderstandings about the Saros and Metonic cycles and explains the mathematical principles behind this gear ratio, unveiling the profound insight of ancient Greeks into celestial mechanics.

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Demonic Possession Predicted the Fall of the Carolingian Empire

2024-12-13

In the early 9th century, a Frankish courtier recorded a tale of demonic possession. The demon, Wiggo, confessed to destroying crops, livestock, and spreading plagues, blaming the Franks' sins and their rulers' many crimes. Wiggo described rampant greed, mutual suspicion among rulers, and lack of piety. This story mirrored the crisis of the Carolingian Empire: internal strife, economic instability, and famine. The courtier, Einhard, used this tale to subtly criticize the rulers' corruption and foreshadow the empire's decline.

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Web Origami: A New Programming Language for Simplified Website Building

2024-12-13

Web Origami is a new programming language designed to simplify the creation of small- to medium-sized websites. Using a concise syntax that complements HTML and CSS, users can describe website structure using formulas similar to spreadsheets, transforming data and files into HTML and other website resources through simple programs. Even without JavaScript knowledge, features like full-text search and RSS feeds can be created. Origami provides a command-line interface, built-in functions, and an async-tree library, with support for JavaScript extensions. Its core concept is to abstract website building as data transformation, making site creation and deployment efficient, low-cost, and easy to understand.

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QEMU Gains Vulkan Acceleration with VirtIO GPU Driver Update

2024-12-12

QEMU version 9.2.0 and later now supports Vulkan acceleration for VirtIO-GPU thanks to the Venus patches. This represents a significant advancement in Vulkan graphics rendering for QEMU virtual machines. The article details the setup process, including installing necessary packages (Linux kernel 6.13+, QEMU 9.2.0+, Vulkan drivers, etc.), building QEMU from source, and creating a VM image. While virt-manager currently lacks Vulkan configuration support, command-line parameters offer a workaround. Troubleshooting tips are provided, along with notes on current limitations in virt-manager and libvirt.

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Development

The Humble For Loop in Rust: Performance and Readability

2024-12-12

This article explores the trade-offs between the humble `for` loop and functional programming approaches like `map` and `fold` in Rust, considering both performance and readability. Through benchmarks comparing different methods on vector and nested vector operations, the author finds that `map` often outperforms `for` loops in simple transformations, offering better declarative style. However, for more complex scenarios such as flattening nested vectors or handling errors, `for` loops demonstrate a significant performance advantage and maintain greater code clarity. The author advocates for a pragmatic approach, choosing the best tool for the job rather than blindly favoring functional programming.

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Development performance for loop

AI Scaling Laws: Beyond Pre-training, a New Paradigm Emerges

2024-12-12

This article explores the evolution of AI scaling laws, arguing that they extend beyond pre-training. OpenAI's o1 model demonstrates the utility and potential of reasoning models, opening a new, unexplored dimension for scaling. The article delves into techniques like synthetic data, Proximal Policy Optimization (PPO), and reinforcement learning to enhance model performance. It clarifies that Anthropic's Claude 3.5 Opus and OpenAI's Orion weren't failures, but rather shifts in scaling strategies. The authors emphasize that scaling encompasses more than just increasing data and parameters; it includes inference-time compute, more challenging evaluations, and innovations in training and inference architecture.

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Stripe Investigates Unexpected DNS Error Spike: A Tale of Complex Network Troubleshooting

2024-12-12

Stripe recently experienced an unexpected spike in DNS errors. This post details how they used tools like Unbound, tcpdump, and iptables to track down the root cause. The investigation revealed that a Hadoop job analyzing network logs was performing numerous reverse DNS lookups (PTR records), leading to traffic amplification due to retries exceeding the AWS VPC resolver's limits. Stripe resolved the issue by adjusting Unbound forwarding configurations to distribute the load across individual Hadoop hosts. The case highlights the importance of robust monitoring, multi-faceted troubleshooting, and strategies for handling traffic surges in high-availability systems.

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Qubes OS Unveils Secure PDF Conversion Tool

2024-12-12

The Qubes OS team has developed a novel security mechanism for converting untrusted PDFs into trusted ones. Leveraging Qubes' Disposable VMs, the process isolates PDF parsing within a secure container. The PDF is converted to a simple RGB image representation, then back to a PDF. This approach effectively mitigates attacks from malicious PDFs; even if parsing fails, the resulting PDF will only be a corrupted image, posing no system threat. This innovation significantly enhances Qubes OS security, allowing users to handle PDFs from the web or email more safely.

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Bizarre Particle's Mass Depends on Travel Direction

2024-12-12

Scientists have unexpectedly discovered a strange quasiparticle, a semi-Dirac fermion, in a ZrSiS material. This particle exhibits a peculiar behavior: it's massless when moving along a specific direction but gains mass when traveling in other directions. This discovery, stemming from research into the properties of quasiparticles within ZrSiS, relates to Einstein's mass-energy equivalence, E=mc². When moving at light speed in a specific direction, the quasiparticle is massless; changing direction and slowing down causes it to gain mass. The finding could potentially lead to novel applications for ZrSiS, similar to those of graphene.

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The Marvelous Disappearing Capacitor: A Clever Trick to Improve Photodiode Amplifier Performance

2024-12-12

This article introduces a clever technique to improve the performance of photodiode amplifiers: bootstrapping. The parasitic capacitance of a photodiode limits its ability to amplify rapidly changing signals. In a traditional transimpedance amplifier (TIA), this capacitance reduces bandwidth. The article analyzes the working principle of a TIA, explaining how the photodiode's parasitic capacitance affects circuit performance. The author presents a bootstrapped circuit using an op-amp and JFET, which effectively eliminates the parasitic capacitance by keeping the voltage across the photodiode terminals virtually the same, significantly improving bandwidth. The article also discusses a variant AC-coupled bootstrapped circuit and provides relevant formulas.

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French Anti-Piracy Battle Escalates: DNS Provider Quad9 Blocks Pirate Sites Globally

2024-12-12

In an escalating fight against online sports piracy, French media giant Canal+ secured court orders forcing DNS providers Quad9 and Vercara to block access to pirate streaming sites in France. Quad9, deeming this an absurd application of copyright law, plans to appeal but has globally blocked the domains for now. This action sparks a global debate about copyright and net neutrality, with Quad9 seeking public support for its appeal to maintain an open internet.

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New Study Pinpoints Neanderthal Interbreeding with Modern Humans

2024-12-13

A new analysis of ancient DNA from modern humans in Europe and Asia has precisely determined the timeframe of Neanderthal interbreeding with Homo sapiens. The interbreeding began approximately 50,500 years ago and lasted for about 7,000 years, until Neanderthals began to disappear. This research, using 58 ancient genomes and present-day human genomes, revealed an average interbreeding date of around 47,000 years ago, consistent with archeological evidence. The study also found that East Asians possess about 20% more Neanderthal genes than Europeans and West Asians, potentially due to the presence of mixed genes when modern humans migrated eastward around 47,000 years ago. The findings offer a more complete picture of past human migrations and gene flow, and shed light on the impact of Neanderthal genes on modern human health.

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Geometry Clipmaps: Simple Terrain Rendering with Level of Detail

2024-12-12

This blog post details geometry clipmaps, a technique for rendering vast terrains in real-time. It leverages a mesh with varying tessellation density—finer near the camera, coarser further away—to achieve level of detail. The author meticulously explains implementation details, including mesh generation, rendering procedures, handling seams, and efficient heightmap storage. Mesh alignment is crucial, preventing shimmering artifacts. While complex, the technique shines for its simplicity, avoiding computationally expensive algorithms while maintaining high-quality terrain rendering.

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Gentrace Raises $8M Series A to Revolutionize LLM Evaluation for AI Teams

2024-12-12

Gentrace, an LLM evaluation platform, announced an $8 million Series A funding round. Addressing challenges like siloed evaluation processes and poor team collaboration, Gentrace offers a collaborative testing environment. Teams can test directly through a user-friendly interface, eliminating the need for isolated evaluation code. Supporting model, code, and human evaluations, Gentrace provides experiment management, reporting, and debugging tools for efficient LLM development. Success stories from Webflow, Multiverse, and Quizlet highlight significant improvements in testing efficiency (e.g., a 40x increase).

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In Memoriam: Donald Bitzer, Pioneer of Computing

2024-12-13

The Computer History Museum mourns the passing of Donald L. Bitzer (1934-2024), a pioneering computer scientist. Co-inventor of the flat-panel plasma display and creator of the PLATO system—the world's earliest time-shared computer-based education system and a groundbreaking online community—Bitzer's innovations presaged many modern online features. PLATO included forums, message boards, online testing, email, chat rooms, instant messaging, and multiplayer games, laying the groundwork for the interconnected digital world we know today.

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Parkinson's Law: Set Deadlines, Boost Efficiency

2024-12-12

Parkinson's Law states that work expands to fill the time available for its completion. James Stanier, writing from an engineering management perspective, argues for the importance of setting challenging yet achievable deadlines. Using the 'Iron Triangle' (scope, resources, time), he demonstrates how deadlines prevent scope creep, improve efficiency, and spark innovation. He also highlights the implementation of weekly reporting to encourage proactive task completion, ultimately leading to higher efficiency.

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Microsoft Discontinues iMac Rival Surface Studio 2+

2024-12-13

Microsoft has discontinued its Surface Studio 2+, ending its only direct competitor to Apple's iMac. The high-end all-in-one PC, aimed at creative professionals, featured a unique tilting touchscreen display. However, its high price and lagging specs hampered its success. This leaves a gap in the Windows ecosystem for premium all-in-one devices and cements Apple's dominance in this market segment.

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Hardware All-in-one PC

The Rise and Fall of Ashton-Tate: The dBASE Saga

2024-12-12

Ashton-Tate, a prominent player in the 1980s personal computer revolution, rose to fame with its database software, dBASE. Initially conceived by Wayne Ratliff as Vulcan, the program quickly became a standard for CP/M systems and later flourished with the IBM PC's ascendancy. Its user-friendly interface and powerful features propelled Ashton-Tate to an IPO and significant success. However, the company's later struggles with dBASE III's development, escalating competition, and internal issues ultimately led to its acquisition by Borland. This story details the dBASE legacy, Ashton-Tate's rise and fall, offering valuable insights into the software industry's dynamics.

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Development database software

Animal Adoption: A Balancing Act of Genes and Emotion

2024-12-13

A lioness adopting a leopard cub sparks a fascinating exploration into the world of animal adoption. This article delves into the evolutionary mechanisms behind this behavior, examining kinship selection, environmental pressures, individual differences, and maternal instincts. Research suggests that animal adoption isn't solely an evolutionary strategy, but also reflects animal emotions and individual variations, challenging traditional evolutionary explanations.

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Jujutsu: A Game-Changing Version Control System

2024-12-12

The author daily drives Jujutsu, a Git-based version control system, and highly recommends it. Unlike other simplified Git alternatives, Jujutsu focuses on enhancing the workflow of power users, particularly in simplifying history editing. The author recounts a personal experience showcasing Jujutsu's ease in modifying past commits, eliminating complex Git commands. While Jujutsu has some shortcomings, like lacking support for git send-email and the Google CLA requirement, the author still uses it daily for personal projects.

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Development Version Control

WXT: Next-Gen Web Extension Framework for Accelerated Development

2024-12-12

WXT is an open-source tool revolutionizing web extension development. Supporting Chrome, Firefox, Edge, Safari, and all Chromium-based browsers, it builds both Manifest V2 and V3 extensions from a single codebase. Boasting lightning-fast HMR, file-based entry points, and default TypeScript support, WXT offers auto-imports and automated publishing. Framework-agnostic and compatible with any Vite plugin, it features a module system and remote code downloading, maximizing development speed and allowing developers to focus on features, not build scripts.

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BlenderGPT: AI-Powered 3D Modeling in 20 Seconds

2024-12-12

BlenderGPT is an advanced AI program that generates 3D models from text or image prompts in approximately 20 seconds. It produces fully textured meshes, importable directly into Blender via a shortcut, or downloadable for use in any compatible software. Try it free today and experience the speed and ease of this revolutionary 3D modeling tool.

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Oasis Security Research Team Discovers Microsoft Azure MFA Bypass

2024-12-12

Oasis Security's research team discovered a critical vulnerability in Microsoft Azure's Multi-Factor Authentication (MFA) implementation. Attackers could bypass MFA to gain unauthorized access to user accounts, including Outlook, OneDrive, Teams, and Azure Cloud. The vulnerability exploited the lack of rate limiting, allowing rapid session creation and code enumeration to exhaust the possibilities of a 6-digit code without alerts. Microsoft has since implemented a stricter rate limit to address the issue. This highlights the importance of enabling MFA and monitoring failed attempts.

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