HDMI 2.2 Arrives: 96Gbps Bandwidth, Ultra96 Cable Required

2025-01-06
HDMI 2.2 Arrives: 96Gbps Bandwidth, Ultra96 Cable Required

At CES 2025, the HDMI Forum announced HDMI 2.2 and its accompanying Ultra96 cable, boasting a groundbreaking 96Gbps bandwidth—double that of HDMI 2.1. This allows for higher resolutions, faster refresh rates, and improved audio-video synchronization. While the connector remains the same, a new Ultra96 cable is necessary to harness the full potential. Targeting demanding applications like AR/VR/MR, large-scale digital signage, and medical imaging, widespread adoption of HDMI 2.2 and Ultra96 cables will take time despite the specification's release.

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Hardware

Interactive Rate Limiting Algorithms: Four Apps to Play With

2025-06-06
Interactive Rate Limiting Algorithms: Four Apps to Play With

Rate limiting is crucial for backend apps to prevent resource exhaustion and protect against DDoS attacks. This article explores four common rate-limiting algorithms: token bucket, leaky bucket, fixed window counter, and sliding window counter. The author has created four interactive apps allowing users to experiment with each algorithm, visualizing their behavior and trade-offs. Learn how to effectively manage requests and safeguard your server resources.

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Development

Kafka's Genesis: A Data Integration Saga

2025-08-24
Kafka's Genesis: A Data Integration Saga

In 2012, LinkedIn faced a massive data integration challenge. Their existing data pipelines were inefficient, unscalable, and suffered from data silos. To solve this, they created Apache Kafka. This article delves into Kafka's origins, revealing its design was driven by the need for robustness, scalability, real-time capabilities, and seamless data integration. It explores how LinkedIn cleverly utilized Avro schemas and a schema registry to ensure data consistency and compatibility, ultimately achieving efficient data management. The article also reflects on Kafka's lack of first-class schema support and contrasts it with newer approaches like Buf's schema-first philosophy.

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Development Data Integration

Social Media Use Fuels Depression in Preteens: A Longitudinal Study

2025-06-11
Social Media Use Fuels Depression in Preteens: A Longitudinal Study

A three-year longitudinal study of nearly 12,000 children aged 9-10 reveals a significant link between increased social media use and worsening depressive symptoms in preteens. The research, published in JAMA Network Open, shows that increased social media use leads to increased depressive symptoms, not the other way around. On average, children's daily social media use rose from 7 to 73 minutes over three years, coinciding with a 35% increase in depressive symptoms. Researchers point to cyberbullying and sleep disruption as potential contributing factors. The study highlights the importance of fostering healthy digital habits, suggesting open conversations between parents and children and establishing screen-free times.

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Importing Chinese Electric Mini-Excavators: A First-Hand Account

2025-02-04
Importing Chinese Electric Mini-Excavators: A First-Hand Account

A blogger recounts his experience importing a shipment of Chinese-made electric mini-excavators. Initially seeking affordable electric options for his parents' Florida property, he found a lack of suitable machines in the US market. He turned to China, sourced machines, and made improvements to suit North American users. His small business now ships these excavators across the US. The article details the import process, from ordering and shipping to inspection, comparing the excavator's price and performance to competitors, highlighting its eco-friendly, economical, and convenient aspects.

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I Drank Every Single IBA Official Cocktail

2025-07-24
I Drank Every Single IBA Official Cocktail

The author recounts his multi-year journey to taste all 102 International Bartenders Association (IBA) official cocktails. This ambitious project took him across continents and into numerous bars, encountering classic, contemporary, and newly added drinks. The quest was fraught with challenges, from obscure ingredients to newly added cocktails, but ultimately rewarding, leading to a deeper appreciation of mixology and culminating in a celebratory IBA Tiki party.

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Misc IBA

Outperforming CPython: Optimizing the Plush Interpreter for Fibonacci

2025-08-07
Outperforming CPython: Optimizing the Plush Interpreter for Fibonacci

The author details the optimization journey of their Plush interpreter, a toy programming language, surpassing CPython in the Fibonacci microbenchmark. Optimizations included instruction merging, profiling with Linux perf, and code patching to eliminate hash lookups. The result? Nearly double the speed on the benchmark, yet surprisingly, no performance improvement in their parallel raytracer, highlighting the limitations of microbenchmarks.

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The MOS 6502: From Motorola Defection to Apple Glory

2025-09-16
The MOS 6502: From Motorola Defection to Apple Glory

This article recounts the legendary story of the MOS Technology MCS 6502 microprocessor, a ubiquitous chip of the late 1970s and early 1980s. Frustrated with Motorola's pricing of the 6800, engineers like Chuck Peddle and Bill Mensch defected to MOS Technology, designing and producing the 6502. Its low cost and high performance led to widespread adoption in 8-bit systems, culminating in its use in Apple computers, making it an iconic chip of the personal computer era. The article details the 6502's manufacturing process, from design to production, and how MOS Technology overcame technical and market challenges to achieve success.

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Kafka: Insurance Clerk, Workers' Advocate

2025-02-07
Kafka: Insurance Clerk, Workers' Advocate

Franz Kafka, famed for works like *Metamorphosis* and *The Trial*, held a lesser-known position at the Workers' Accident Insurance Institute in Prague. This seemingly mundane job became a window into societal ills, allowing Kafka to investigate factory conditions and anonymously expose corporate negligence to the press. He championed workers' rights, advocating for improved safety regulations and ultimately contributing to better conditions for Bohemian workers. This reveals a different side to Kafka, beyond his literary persona: a dedicated advocate for social justice.

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Google Bets Big on Fusion: A 200MW Clean Energy Power Play

2025-07-01
Google Bets Big on Fusion: A 200MW Clean Energy Power Play

Google is investing heavily in Commonwealth Fusion Systems, pre-purchasing 200 megawatts of power from its first commercial fusion plant – enough to power roughly 200,000 American homes. This signifies big tech's hunger for virtually limitless clean energy. Commonwealth aims to build the plant in Virginia by the early 2030s, utilizing a tokamak device to replicate the sun's energy through nuclear fusion. While technological hurdles remain, Google's investment significantly accelerates fusion commercialization and secures a sustainable power source for its data centers and AI operations, reducing reliance on fossil fuels.

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Synology's Hostile Policies Drive Longtime User Away

2025-08-29
Synology's Hostile Policies Drive Longtime User Away

Longtime Synology user Raindog308 announces he's switching brands due to Synology's increasingly restrictive policies. These include artificial limits on concurrent Samba connections and a new requirement to purchase Synology-branded hard drives, even though those drives offer shorter warranties than alternatives like WD Black. He's considering building a TrueNAS server or exploring options from UGREEN, Buffalo, or other vendors.

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Hardware

NotebookLM: An AI Note-Taking Tool Centered Around the Creation Journey

2025-09-20
NotebookLM: An AI Note-Taking Tool Centered Around the Creation Journey

NotebookLM is a novel AI note-taking tool designed around the creation journey: from inputs, through conversation, to outputs. Users import sources (documents, notes, references), interact via chat to ask questions, clarify, and synthesize information, ultimately generating structured outputs like notes, study guides, and audio overviews. This linear yet flexible workflow (Inputs → Chat → Outputs) makes the AI interaction intuitive and easy to understand for users.

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Screenshotbot Ditches GitHub Dependency, Efficiently Uses git-upload-pack

2025-05-09
Screenshotbot Ditches GitHub Dependency, Efficiently Uses git-upload-pack

To enhance security and support more Git platforms, Screenshotbot initially chose not to read GitHub repositories. While this limited functionality, it improved user confidence and security review approval rates. The article details how Screenshotbot uses commit-graph construction and the git-upload-pack protocol to efficiently retrieve necessary information, supporting shallow clones and addressing the time-consuming issue of cloning large monorepos. The new method leverages existing SSH access in customers' CI jobs to directly access commit information via the git-upload-pack protocol, avoiding dependence on GitHub APIs. This improves efficiency, stability, and supports more platforms, including self-hosted Git repositories. Despite the complexities of the git-upload-pack protocol, the author notes several important details, such as the Packfile format and limitations of different Git servers. This article provides valuable experience and references for developers.

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Development

Precious Plastic: An Open Source Recycling Project on the Brink

2025-06-04
Precious Plastic: An Open Source Recycling Project on the Brink

Precious Plastic, an open-source project promoting plastic recycling, faces a critical financial and legal crisis. The project, which releases iterative versions of its recycling technology for free, boasts a global network of over 1100 organizations across 56 countries. However, its open-source model has led to chronic funding shortages and a lack of a sustainable business model. A lawsuit in New York and high software development costs have exacerbated the crisis. The team is now appealing to the community for support, seeking funding and volunteers to continue development of a new version; otherwise, the project may cease to exist.

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Tech

Construction's Circular Economy Revolution: From Demolition to Upcycling

2025-08-18
Construction's Circular Economy Revolution: From Demolition to Upcycling

The global construction industry generates 2.2 billion tons of waste annually, prompting a search for more sustainable building practices. This article showcases Red Bull's relocatable wooden pit box, and examples of upcycling construction waste, such as transforming old building materials into furniture and lighting, and creating high-value building materials from sawmill waste. It also explores the role of digital tools like 'material passports' in simplifying the reuse of building materials, and uses the reusable fences from Pamplona's Running of the Bulls as an example of how traditional wisdom complements modern sustainable building concepts.

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Google Maps Renames the Gulf of Mexico to 'Gulf of America'

2025-02-11
Google Maps Renames the Gulf of Mexico to 'Gulf of America'

Google Maps has updated its maps in the US to reflect the Trump administration's renaming of the Gulf of Mexico to the 'Gulf of America', showing the new name on both web and mobile platforms. Google states this follows the US Geographic Names Information System (GNIS). Mexican users still see 'Gulf of Mexico', while the rest of the world sees the original name with '(Gulf of America)' appended. Location is determined by mobile OS, SIM card, and network data. Desktop users see the changes based on search settings or device location. Apple Maps has yet to change, though redirects 'Gulf of America' searches to the Gulf of Mexico. Other map providers like MapQuest haven't updated either. Interestingly, Waze shows both names when searching 'Gulf of Mexico', but yields no results for 'Gulf of America'.

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Ancient Amazonian Waterworks Enabled Year-Round Maize Farming

2025-02-02
Ancient Amazonian Waterworks Enabled Year-Round Maize Farming

Archaeologists have discovered that the ancient Casarabe people of South America transformed seasonally flooded Amazonian savannas into year-round maize farming hotspots by building an innovative network of drainage canals and water-storing ponds. This allowed for two maize harvests annually, fueling the growth of the Casarabe civilization across 4,500 square kilometers from 500 to 1400 CE. The findings challenge previous understandings of Amazonian agriculture and highlight the sophisticated water management techniques of these ancient people.

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Lead-208 Nucleus: Not So Spherical After All

2025-02-23
Lead-208 Nucleus: Not So Spherical After All

An international collaboration has overturned the long-held belief that the lead-208 (²⁰⁸Pb) atomic nucleus is perfectly spherical. Using high-precision experiments, researchers found it's slightly elongated, resembling a rugby ball. This challenges fundamental assumptions about nuclear structure and has significant implications for understanding the formation of heavy elements in the universe. The discovery involved bombarding lead atoms with high-speed particles and analyzing the resulting gamma-ray fingerprints. Theoretical physicists are now re-evaluating models of atomic nuclei, suggesting a more complex structure than previously thought.

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KDE Plasma Drops LTS Releases, Focuses on Extended Bugfix Support

2025-05-04
KDE Plasma Drops LTS Releases, Focuses on Extended Bugfix Support

KDE has announced it's ending long-term support (LTS) releases for Plasma, shifting to extended support for bugfix and feature releases. This decision addresses inconsistencies in community expectations, developer reluctance to maintain older versions, and inconsistent LTS support for Frameworks and Gear apps. Going forward, Plasma will have two feature releases per year, plus an additional bugfix release, aiming for improved stability and a better user experience.

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Development Linux Desktop

Lua: An Underrated Programming Language

2024-12-26
Lua: An Underrated Programming Language

Lua, a concise and efficient embedded scripting language created in 1993, remains surprisingly underrated despite its strengths. This article highlights Lua's advantages: ease of learning and mastery, an excellent C API, multi-paradigm support, and exceptional embeddability. While widely used in games and embedded systems, the author also points out some unique aspects of Lua, such as its indexing conventions (starting at 1 but not mandatory), error handling, and nil-terminated arrays, which developers should be aware of. Overall, Lua is a powerful language deserving more recognition; its efficiency is evident in applications like Neovim plugins.

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£16 USB-C Smartwatch: Surprisingly Good!

2025-08-09
£16 USB-C Smartwatch: Surprisingly Good!

The Colmi P80, a £16 smartwatch, boasts a USB-C charging port – a rarity. The author, driven by a desire for USB-C compatibility across all devices, tested its capabilities. Surprisingly, the watch offered impressive battery life (around 5 days), accurate heart rate and sleep monitoring, and decent functionality. While the accompanying app is basic and some features are limited, the overall performance far exceeds expectations for its price point.

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The Forking Paths of Firefox: Privacy vs. the Free Software Ethos

2025-03-14

Mozilla's recent actions have angered many Firefox users, prompting them to seek alternatives. This article explores several Firefox forks, such as GNU IceCat, Floorp, LibreWolf, and Zen, each emphasizing different aspects of privacy protection and free software principles. IceCat prioritizes free software, enhancing privacy with extensions like LibreJS and JShelter; Floorp focuses on user experience, featuring dual sidebars and workspace functionalities; LibreWolf concentrates on privacy and security, removing tracking features from Firefox; and Zen boasts a modern interface and extensive customization options. While these forks offer users more choices, they all rely on Mozilla's underlying development, facing challenges in security updates and maintenance.

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Development

Environment trumps genes in aging and mortality: A UK Biobank study

2025-02-20
Environment trumps genes in aging and mortality: A UK Biobank study

A study published in Nature Medicine used data from nearly half a million UK Biobank participants to investigate the impact of 164 environmental factors and genetic risk scores for 22 major diseases on aging, age-related diseases, and premature death. The research revealed that environmental factors explained 17% of the variation in death risk, compared to less than 2% explained by genetic predisposition. Smoking, socioeconomic status, physical activity, and living conditions were found to have the most significant impact. Early life exposures, such as body weight at age 10 and maternal smoking, also influenced aging and premature death risk decades later. The findings highlight the potential benefits of interventions focused on improving socioeconomic conditions, reducing smoking, and promoting physical activity.

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First Non-Opioid Painkiller Approved After Decades-Long Search

2025-06-26
First Non-Opioid Painkiller Approved After Decades-Long Search

After a 27-year journey costing billions of dollars, Vertex Pharmaceuticals has achieved a breakthrough: the FDA approval of Journavx (suzetrigine), the first non-opioid pain reliever for post-surgical pain. Targeting the NaV1.8 sodium ion channel in peripheral neurons, Journavx prevents pain signals from reaching the brain without the addictive and debilitating side effects of opioids. This monumental achievement represents a significant victory in ion channel research and offers hope in combating the opioid crisis, although its price and applicability remain areas for improvement.

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Distro (YC S24) Hiring Chief of Staff

2025-01-31
Distro (YC S24) Hiring Chief of Staff

Distro, a Y Combinator Summer 2024 graduate, is seeking a Chief of Staff to work directly with the founder and CEO. This role involves managing ongoing and ad-hoc business-critical tasks and projects as the company scales post-seed funding. Ideal candidates will have 3+ years of post-college professional experience, prior startup experience in a Chief of Staff or Operations role, a strong ownership mentality, a proactive approach to business development, and a willingness to work in-person at their Palo Alto headquarters.

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Startup Chief of Staff

LegoGPT: Building Stable LEGO Models from Text Prompts

2025-05-09

Researchers have developed LegoGPT, an AI model that generates physically stable LEGO brick models from text prompts. Trained on a massive dataset of over 47,000 LEGO structures encompassing over 28,000 unique 3D objects and detailed captions, LegoGPT predicts the next brick to add using next-token prediction. To ensure stability, it incorporates an efficient validity check and physics-aware rollback during inference. Experiments show LegoGPT produces stable, diverse, and aesthetically pleasing LEGO designs closely aligned with the input text. A text-based texturing method generates colored and textured designs. The models can be assembled manually or by robotic arms. The dataset, code, and models are publicly released.

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httptap: Monitor HTTP/HTTPS Requests on Linux

2025-02-03
httptap: Monitor HTTP/HTTPS Requests on Linux

httptap is a command-line tool for Linux that monitors HTTP and HTTPS requests made by any program without requiring root privileges. It achieves this by running the target program in an isolated network namespace and intercepting its network traffic. Written in Go, httptap is dependency-free and readily executable. It displays detailed request information, including URLs, HTTP status codes, request bodies, and response bodies, and supports exporting data to HAR files. httptap also supports DoH (DNS over HTTPS) and handles HTTP redirects.

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Development

The End of Hand-Coding? A Developer's Perspective from Amazon to a Startup

2025-09-09

After leaving Amazon's AI coding assistant team, the author joined Icon, witnessing firsthand the AI revolution in software development. Amazon's slow processes and KPI-driven decisions hampered efficiency, unlike Icon's AI-powered approach where developers focus on design and user needs, automating much of the coding. The author predicts that pure coding skills will be less crucial, while user understanding, product strategy, and marketing will become paramount. Developers need to adapt, enhancing their skills in these areas to remain competitive in the age of AI.

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Development

Three-Year IRS Battle: TurboTax Error Costs $12,000

2025-04-14
Three-Year IRS Battle: TurboTax Error Costs $12,000

A TurboTax error cost the author over $12,000 in overpaid taxes, a battle that lasted nearly three years. In March 2022, while filing taxes using TurboTax, a software duplication error related to Incentive Stock Options (ISOs) led to a significantly inflated tax bill. Despite filing an amended return, the IRS's slow processing and a missing form generated by TurboTax further delayed the refund. Only after contacting their congressional representative was the refund, plus interest, finally received in March 2025. This story serves as a cautionary tale about tax software and the challenges of resolving IRS issues, advocating for simpler tax systems and highlighting the author's eventual success after significant perseverance.

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Misc

Twitch's 100-Hour Highlight Limit Sparks Outrage: Erasing Gaming History?

2025-02-22
Twitch's 100-Hour Highlight Limit Sparks Outrage: Erasing Gaming History?

Twitch announced a new 100-hour limit on archived highlight videos, sparking controversy among users. While Twitch claims only 0.5% of users will be affected, many gamers fear the move will erase significant portions of gaming history. Highlights allow streamers to showcase their best moments permanently, unlike full broadcasts which auto-delete after seven days (or 60 for partners). Twitch cites the cost of indefinite storage and aims to promote features like Clips and the mobile feed. However, users criticize the impact on shared gaming history, especially for speedrunners who use highlights to document world records and important moments, arguing the loss is incalculable.

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