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Vercel Launches ƒun: A Local Serverless Function Runtime

2024-12-15

Vercel Launches ƒun: A Local Serverless Function Runtime

Vercel has released ƒun, a local development runtime for serverless functions, enabling developers to emulate the AWS Lambda environment locally. Supporting various runtimes like Node.js and Python, ƒun allows for quick testing and debugging of serverless functions without cloud deployment. While striving for a close approximation of the real Lambda environment, ƒun has some key differences, notably in process sandboxing and user permissions.

(github.com)

Development Function Computing Local Development

Time-Traveling Through 19th Century Japan: A Collection of Hand-Colored Photographs

2025-04-09

Time-Traveling Through 19th Century Japan: A Collection of Hand-Colored Photographs

A collection of hand-colored photographs from 19th-century Japan offers a captivating glimpse into the era before the Meiji Restoration. Taken by various photographers and later hand-colored, these images depict daily life, stunning landscapes, and portraits, showcasing locations from Tokyo to Kyoto, Mount Fuji to Lake Biwa. They serve not only as precious historical records but also as a poignant reminder of the passage of time and societal shifts.

(cosmographia.substack.com)

Misc historical photos Meiji Restoration

Rethinking the 'Hard Steps' to Intelligent Life

2025-02-25

A new study challenges the 'hard steps' model proposed by Brandon Carter, which suggests that the evolution of life requires overcoming a series of highly improbable events to produce intelligent life. Researchers argue that the pace of life's evolution on Earth may be governed by global environmental processes rather than a series of independent 'hard steps'. They point out that information loss and incompleteness in the fossil record may distort our understanding of the evolutionary process. If the 'hard steps' model is incorrect, the possibility of other intelligent life in the universe would significantly increase. This study offers a new perspective on the search for extraterrestrial life and prompts us to reconsider the uniqueness of Earth's life evolution.

(www.centauri-dreams.org)

AI life evolution hard steps model

Kafka's Unfairness: Why It's a Bad Job Queue at Low Throughput

2025-02-18

This article explores the pitfalls of using Kafka as a job queue at low throughput. The author argues that Kafka's underlying mechanism can lead to unfair job distribution, even when other consumers are idle. A single consumer might be overloaded while others sit idle. A formula is provided to calculate the worst-case scenario of jobs assigned to a single consumer. The impact of this unfairness on application performance under varying loads is analyzed. The author concludes that using Kafka as a job queue at low throughput is discouraged unless KIP-932 is implemented.

(broot.ca)

Development Job Queue

req-update-check: Effortlessly Update Your requirements.txt

2025-05-08

req-update-check: Effortlessly Update Your requirements.txt

Tired of manually updating your `requirements.txt` file? `req-update-check` automates the process! This Python tool checks for updates to your dependencies, displaying severity (major/minor/patch), homepages, and changelogs. It supports caching, comments, and multiple installation methods, streamlining dependency management. Boost your development workflow today!

(github.com)

Development

2024 Database Wars: Open Source Battles, Big Tech Acquisitions

2025-01-01

2024 witnessed a tumultuous year in the database world, marked by licensing disputes and fierce competition among tech giants. Redis and Elasticsearch faced significant community backlash after altering their licenses, ultimately reverting to open-source models. The Databricks-Snowflake rivalry extended beyond performance benchmarks, encompassing LLMs and data catalogs, driving innovation. DuckDB's ease of use and portability made it a go-to choice for analytical queries, leading to its integration into various systems. The year also saw releases like Aurora DSQL, CedarDB, and SQL-enabled Google Bigtable, alongside acquisitions of prominent players such as Alteryx and MariaDB. The article concludes with a narrative on Larry Ellison's 80th birthday, highlighting the immense wealth and intense competition within the database industry.

(www.cs.cmu.edu)

Tech databases competition

From Rejection to Acceptance: The Power of Page One

2025-05-22

From Rejection to Acceptance: The Power of Page One

A paper initially rejected was dramatically revised, resulting in acceptance. The author meticulously details the changes, focusing on the crucial first page (title, abstract, Figure 1, introduction). By making the title specific and memorable, Figure 1 visually compelling, and the abstract and introduction concise and engaging, the author improved the paper's impact. Further revisions included adding baselines, ablations, and ensuring statistical significance, addressing potential reasons for rejection. The author concludes that improving communication significantly enhances scientific impact.

(maxwellforbes.com)

Development paper writing research tips

EU Lures US Scientists with €500M Initiative Amidst Funding Cuts

2025-05-10

EU Lures US Scientists with €500M Initiative Amidst Funding Cuts

Responding to funding cuts and skepticism towards science in the US, the EU launched 'Choose Europe for Science', a €500 million initiative (2025-2027) to attract researchers, particularly from the US. The program offers long-term stability, streamlined processes, and aims to increase R&D investment to 3% of GDP. With its substantial research programs and supportive environment, the EU hopes to attract top talent and solidify its scientific leadership.

(es.wired.com)

Tech talent competition

Let's Encrypt Dropping TLS Client Authentication EKU

2025-05-18

Let's Encrypt Dropping TLS Client Authentication EKU

Let's Encrypt will remove the "TLS Client Authentication" Extended Key Usage (EKU) from its certificates starting in 2026. This primarily affects clients using Let's Encrypt certificates for server authentication. A phased rollout using ACME profiles will minimize disruption. Most website users won't need to take action. The change is driven by Google Chrome's root program requirements and the increasing suitability of private CAs for client authentication.

(letsencrypt.org)

Tech Certificates

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

2024-12-17

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

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.

(medium.com)

Development intrusion detection proactive defense

Japanese Game Makers Sidestep Apple and Google Fees with External Payment Systems

2025-08-23

Japanese Game Makers Sidestep Apple and Google Fees with External Payment Systems

Nearly 70% of popular Japanese mobile games have adopted external payment systems to avoid hefty commissions from Apple and Google. This move precedes a new Japanese law requiring the tech giants to open their payment systems, which are currently used by almost all users. Switching to external websites for payments reduces commissions from up to 30% to around 5%, boosting profitability for game makers and potentially offering discounts to players. This affects a market estimated at over 1 trillion yen ($6.8 billion).

(english.kyodonews.net)

Game mobile games

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.

(www.voxon.co)

Tech volumetric hologram 3D display technology virtual reality

Musk's DOGE Accesses US Payment System: A Catastrophe Unfolds

2025-02-04

Musk's DOGE Accesses US Payment System: A Catastrophe Unfolds

A bombshell article exposes Elon Musk and his DOGE team's clandestine access to the US Treasury's payment system. A 25-year-old former SpaceX employee working for DOGE possesses read and write access to critical systems, raising serious national security and economic risks. Insiders confirm the event's veracity and express extreme concern. The author names this the "Trump-Musk Treasury Payments Crisis of 2025" and calls for urgent action to prevent potentially catastrophic consequences.

(www.crisesnotes.com)

Tech financial crisis government security

Manage Apple Containers like docker-compose

2025-06-15

Manage Apple Containers like docker-compose

A CLI tool, `container-compose`, lets you use Apple Containers with a docker-compose-like config file. Currently in alpha, it may contain bugs or missing features. Install via Homebrew (`brew tap noghartt/container-compose https://github.com/noghartt/container-compose.git; brew install noghartt/container-compose/container-compose`) or download a pre-built binary from the release page.

(github.com)

Development

Backward-Incompatible GRUB2 Change Causes BIOS Boot Loop

2024-12-16

Backward-Incompatible GRUB2 Change Causes BIOS Boot Loop

The author's Debian and Kali Linux systems experienced boot loops after a GRUB2 update added the command `fwsetup --is-supported`. Older GRUB versions didn't recognize this parameter. The issue stemmed from an older `efifwsetup.mod` module, leftover from a system backup restoration, causing a conflict between the new GRUB configuration and the old module. Installing the `grub-efi-amd64-bin` package resolved the problem. This highlights the importance of backward compatibility in software updates and the need to consider potential side effects when making partial changes in complex software like GRUB2.

(op-co.de)

Development boot loop

DictionaryGames: A Love-Hate Relationship with Vocabulary Building

2025-05-21

DictionaryGames: A Love-Hate Relationship with Vocabulary Building

DictionaryGames is an English vocabulary app blending games and learning. It offers a free, fun mini-game version with no registration, tracking, or waiting. A paid version ($25/year, launching Spring 2025) uses sophisticated flashcards adapting to your level and interests. A teacher version ($10/month, launching Fall 2025) generates custom exercises for ESL students. User reviews are mixed; some find it addictively fun, others find it challenging, and some teachers worry their students will dislike it, highlighting its unique appeal.

(www.dictionarygames.io)

Game English learning vocabulary games educational app

Automate the Boring Stuff with Python: The Unreleased Audio/Video Chapter

2025-07-13

The third edition of "Automate the Boring Stuff with Python" includes an unreleased chapter on working with audio, video, and webcams. This blog post shares the chapter's content, detailing how to write Python code to record and play multimedia. It covers audio and video data formats, recording from webcams and microphones, playing audio files (using playsound and Pygame), downloading videos with yt-dlp, and editing videos and audio with ffmpeg. Learn to automate tasks like batch-processing video files, creating time-lapses, or building a photo booth feature into your applications.

(inventwithpython.com)

Development Multimedia Processing

Parquet v2: Performance Gains vs. Ecosystem Adoption Hurdles

2025-08-25

Parquet version 2 offers significant performance improvements, reducing file sizes and speeding up read/write times, especially for datasets with many numeric values. However, limited ecosystem support means many tools remain incompatible, hindering the realization of these gains. The author encountered compatibility issues firsthand, highlighting that v2's advantages primarily benefit self-contained systems, while third-party integration remains challenging. While Parquet v2 shows performance improvements, its low adoption currently limits its practical benefits. Consider adopting the latest specification only if you control the entire data processing pipeline.

(www.jeronimo.dev)

Development

Dhruv Vidyut: Bolt-On E-Conversion Kit for Bikes

2025-01-23

Dhruv Vidyut offers a revolutionary electric conversion kit (DVECK) for bicycles and tricycles. Easily retrofitted, DVECK transforms any bike into an e-bike, providing a comfortable, efficient, and eco-friendly ride on any terrain. The company offers various options and welcomes business inquiries, including bulk purchases, dealership opportunities, and overseas imports.

(dhruvvidyut.co.in)

Hardware e-bike conversion kit electric bicycle

NYC's Free E-bike Swap Program for Delivery Workers

2025-02-15

NYC's Free E-bike Swap Program for Delivery Workers

NYC's Department of Transportation is launching a free e-bike trade-in program for delivery workers. Workers who earned at least $1500 in 2024, reside in one of the five boroughs, and own a non-compliant e-bike or moped can exchange it for a new UL-certified e-bike with a spare battery. This initiative aims to improve safety for delivery workers often using uncertified, cheaper vehicles. The program has limited spots and will use a lottery system if applications exceed availability. The application deadline is March 10, 2025.

(electrek.co)

Misc e-bike safety delivery workers NYC DOT

From Web 1.0 to the App-Infested Web: A Lament for the Lost Internet

2025-02-13

From Web 1.0 to the App-Infested Web: A Lament for the Lost Internet

The author reminisces about the early days of the internet in the mid-90s, a time of creative websites, free information, and individual expression. However, commercialization brought an onslaught of ads, pop-ups, and invasive tracking. Websites were bought out by large networks, leading to homogenization and a decline in unique content. The internet evolved into the current ecosystem of ads, pop-ups, and apps, falling short of its initial promise. The author laments the loss of the open web and expresses concern about the future.

(garry.net)

Misc internet evolution online advertising

Apple's Closed Ecosystem Holds Back AI-Powered iOS Development

2025-02-19

Apple's Closed Ecosystem Holds Back AI-Powered iOS Development

A veteran iOS developer laments Apple's closed-source ecosystem, hindering its ability to compete with AI-powered app building platforms like lovable.dev and a0.dev. The article highlights the complexities of iOS compilation, proprietary Xcode project formats, the closed-source nature of SwiftUI, and the challenges of deploying macOS servers at scale as significant roadblocks to developing robust AI-assisted iOS development tools. In contrast, Android's open-source nature provides a significant advantage in AI app development. The author argues that Apple's long-standing neglect of developer experience has ultimately left them behind in the AI race.

(www.telkins.dev)

Development iOS development developer experience

Real-time Pathfinding for NPCs in a Dynamic Game World

2025-05-15

Real-time Pathfinding for NPCs in a Dynamic Game World

This post details a pathfinding algorithm for NPCs in a game with a dynamic physical environment (objects move and are destructible). The algorithm uses A* search with space partitioning for efficient querying of the game world. It handles path wrapping around the game boundaries, and incorporates a proximity rating to prefer paths further from obstacles. Real-time updates are managed by caching node states and periodically invalidating the cache. Pathfinding is split across multiple game ticks to maintain performance. The author prioritizes a self-implemented solution over readily available online examples, emphasizing the learning and problem-solving aspects of game development.

(juhrjuhr.itch.io)

Game Pathfinding A* Search

msgpack23: A Modern C++ MessagePack Library

2025-03-30

msgpack23: A Modern C++ MessagePack Library

msgpack23 is a lightweight, header-only C++ library for serializing and deserializing data to the MessagePack format. Leveraging modern C++ features (C++20 and beyond), it offers a flexible, zero-dependency solution supporting various data types including STL containers, time points, and custom types. Its simple API, performance focus, and extensibility make it a powerful tool for efficient data handling.

(github.com)

Development

Extending Futhark's Backend: Not Easy, But Not Impossible

2025-03-28

This post delves into the complexities of adding a new backend to the Futhark compiler. Futhark uses a staged compilation process: the frontend parses and type-checks, the middle-end optimizes and transforms, and the backend translates the intermediate representation (IR) to target code. Backend implementation isn't a simple tutorial; it involves multiple IR dialects and a deep understanding of internal APIs. The author suggests choosing the appropriate IR dialect based on the target language's level of abstraction and leveraging existing infrastructure to simplify development. The ultimate goal is a new backend invokable via the command line.

(futhark-lang.org)

Development backend development

Tesla Sales Plummet Globally: Germany, Australia, and China Hit Hard

2025-03-09

Tesla Sales Plummet Globally: Germany, Australia, and China Hit Hard

Tesla's sales have plummeted in major markets during Q1 2025. Germany saw a 76.3% year-over-year drop in February sales, Australia a 71.9% decline, and China a 49.16% decrease. Despite the launch of the updated Model Y, sales remain sluggish, with the Model 3 experiencing a dramatic fall. This indicates challenges to Tesla's leading position in several key markets, signaling a significant impediment to its global growth trajectory. Possible factors include product fatigue, CEO controversies, market saturation, and the transition surrounding its best-selling Model Y.

(www.carscoops.com)

Tech sales decline

W3C HTML Working Group: Driving HTML Standard Evolution

2024-12-26

W3C HTML Working Group: Driving HTML Standard Evolution

The W3C HTML Working Group is dedicated to bringing WHATWG's HTML and DOM review drafts to W3C Recommendations. This group comprises global experts collaboratively ensuring the continued evolution and improvement of HTML standards to meet the ever-changing needs of the web. The group features a defined mission, participation process, and patent policy, and regularly publishes updates and event information.

(www.w3.org)

Development HTML standard Web standards

Monokai Pro Theme: JetBrains IDE and More

2024-12-31

Monokai Pro Theme: JetBrains IDE and More

Monokai Pro is a theme plugin available for JetBrains IDEs (like IntelliJ IDEA, WebStorm, etc.), Sublime Text, and VS Code. It boasts over 70 custom icons and offers adjustable settings for personalized tweaking. A free trial is available, but a €1 monthly subscription removes pop-ups. Compatible with numerous programming languages and IDEs, it's a popular choice among software engineers.

(monokai.pro)

Development Theme Plugin

Veo Gen 3: Generalizing Video Generation

2025-05-16

Veo Gen 3: Generalizing Video Generation

Google's latest breakthrough in video generation, Veo, now boasts a third generation capable of generalizing across diverse tasks. Trained on millions of high-quality 3D synthetic assets, Veo excels at novel view synthesis, transforming product images into consistent 360° videos. Importantly, this approach generalizes effectively across furniture, apparel, electronics, and more, accurately capturing complex lighting and material interactions—a significant improvement over previous generations.

(research.google)

AI

Learning GPU Architecture Through Memory Bandwidth Microbenchmarks

2025-08-21

Learning GPU Architecture Through Memory Bandwidth Microbenchmarks

Traverse Research delved deep into GPU architecture by measuring memory bandwidth across various GPUs using custom microbenchmarks. The article explores the complexities of GPU memory access, including descriptors, buffer types (byte address, structured, typed), and texture units. It also covers GPU memory hierarchy, cache policies (write-through, write-back, write-around), and latency hiding techniques. Experiments revealed significant differences in cache and VRAM bandwidth across architectures: the Meta Quest 3's Adreno 740 showed a dramatic bandwidth improvement using textures; the AMD Radeon RX 9070 XT exhibited differences between floating-point and integer loads; the Intel Arc B580 displayed unique patterns with varying data types; and the NVIDIA GeForce RTX 5070 Ti experienced bottlenecks with many writes to the same small memory area. These findings offer insights for optimizing GPU software performance, particularly in hardware-specific projects.

(www.evolvebenchmark.com)

Tech Memory Bandwidth Microbenchmark

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