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

Why Cancer Guidelines Remain Stuck in PDFs

2024-12-24
Why Cancer Guidelines Remain Stuck in PDFs

Cancer treatment guidelines are often presented as unwieldy PDFs, hindering standardization of care. The author argues that guidelines are essentially complex decision trees; converting them into machine-readable, structured data could significantly improve cancer treatment. A prototype tool was developed using LLMs to extract information from the NCCN breast cancer guidelines PDF, creating a visual decision tree and an agent that navigates the tree based on patient information to suggest treatment. While early-stage, this demonstrates the potential of structuring guidelines to enhance efficiency and standardization in healthcare.

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ChatGPT Saved Chats Extension: Never Lose an Important Conversation Again

2024-12-26
ChatGPT Saved Chats Extension: Never Lose an Important Conversation Again

Tired of losing important ChatGPT conversations in your endless chat history? The ChatGPT Saved Chats Chrome extension is here to help! This easy-to-use extension lets you save and organize your most valuable chats with a single click. Simply hover over any conversation and click the save icon to instantly store it for later access. Your saved chats are stored locally, ensuring your privacy. Say goodbye to endless scrolling and hello to easy retrieval of your important conversations.

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LA Highway Guardrail Thefts Surge: AI Surveillance Offers a Potential Solution

2025-09-06
LA Highway Guardrail Thefts Surge: AI Surveillance Offers a Potential Solution

A surge in guardrail thefts on Los Angeles freeways is jeopardizing public safety. Over the past two years, repairs have cost over $62,000. Thieves target aluminum guardrails due to rising aluminum prices and ease of resale at scrap yards. Caltrans' attempts to deter theft by welding bolts have failed, leading them to consider fiberglass composite materials. Beyond guardrails, copper wire and cable theft also plagues the city, disrupting essential infrastructure like power and transit. AI surveillance systems are being deployed in some areas to detect and predict suspicious activity, offering a new approach to combating metal theft.

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Ammonia-Fueled Ship Viking Energy Delayed Until 2026

2025-03-12
Ammonia-Fueled Ship Viking Energy Delayed Until 2026

The world's first full-time ammonia-fueled ship, Viking Energy, originally slated for launch in 2024, has been delayed until 2026 due to the complexities of building the necessary ammonia infrastructure. Ammonia's toxicity, explosiveness, and corrosive nature require specialized piping, storage, and transport. Furthermore, ammonia combustion produces nitrogen oxides, necessitating emission control technologies. Despite challenges, experts believe ammonia will eventually become a mainstream marine fuel. They suggest seaports become energy hubs producing, storing, and trading alternative fuels to solve the chicken-and-egg problem of fuel supply and ship construction.

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Critical Hurricane Forecasting Data to be Cut, Threatening Accuracy

2025-06-28
Critical Hurricane Forecasting Data to be Cut, Threatening Accuracy

Sensors aboard Defense Meteorological Satellite Program (DMSP) satellites will cease providing crucial microwave data to the National Hurricane Center and other non-Department of Defense users by June 30th, significantly impacting hurricane forecast accuracy. This data allows for viewing a storm's internal structure, especially changes to its eye and eyewall, giving forecasters hours of advanced warning of rapid intensification. The reasons for the shutdown remain unclear but may be related to security concerns. While NOAA claims to have alternative data sources, experts worry this could lead to 6-12 hour delays in hurricane forecasts, potentially devastating for Pacific storms and dangerous for mariners.

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JWST Discovery: Was the Universe Born Inside a Black Hole?

2025-03-15
JWST Discovery: Was the Universe Born Inside a Black Hole?

The James Webb Space Telescope (JWST) has made a startling discovery: most early universe galaxies rotate in the same direction, contradicting random universe models. One explanation is that the universe was born rotating, aligning with 'black hole cosmology,' which posits our universe resides inside a black hole. This challenges existing cosmological theories, suggesting each black hole might birth a new 'baby universe'. The research, published in the Monthly Notices of the Royal Astronomical Society, prompts a re-evaluation of the universe's origins and may necessitate recalibrating deep-space distance measurements.

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Nixon's Memoirs: A Surprisingly Intimate Look at a President

2025-07-27
Nixon's Memoirs: A Surprisingly Intimate Look at a President

This post reviews the first volume of Richard Nixon's memoirs. The author challenges preconceived notions of Nixon as an outsider, revealing a surprisingly sensitive individual who valued both power and approval. The review highlights Nixon's perspective on his relationship with Eisenhower, painting a picture of a complex political landscape. The piece also touches upon the momentous events of the 1960s and 70s, including Nixon's presidency, and concludes with a poignant reflection on his career, culminating in his final book, *Beyond Peace*.

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Misc Nixon Memoirs

Codebuff's Year One: From CLI Coding Tool to Multi-Agent Architecture

2025-07-05
Codebuff's Year One: From CLI Coding Tool to Multi-Agent Architecture

The Codebuff team reflects on their first year building the best coding agent. From a initial CLI prototype to a multi-agent architecture, they experienced rapid growth but also faced reliability challenges. The post summarizes lessons learned, including prioritization, feature pruning, and the importance of teamwork, and looks ahead to future trends in coding agents, such as the multi-agent paradigm, live learning, and autonomous code commits.

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Development

A Guide to Traveling Stateless: Tips and Tricks

2025-04-02
A Guide to Traveling Stateless: Tips and Tricks

This guide offers advice for stateless individuals traveling internationally. It emphasizes the importance of visiting embassies in person, securing visas through business contacts, sticking to reliable airlines and hotels, dressing appropriately, preparing thoroughly before immigration, and maintaining a calm and polite demeanor. The author shares personal experiences and disclaims legal responsibility.

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Misc stateless

Bogong Moths Navigate by the Stars: A Magnetic-Free Lab Unveils Neural Mechanisms

2025-06-27
Bogong Moths Navigate by the Stars: A Magnetic-Free Lab Unveils Neural Mechanisms

Scientists built a ferromagnetic-free laboratory to study the nocturnal migration of Bogong moths in Australia. By simulating natural starry skies and employing electrophysiology, they discovered that these moths use celestial cues for navigation. Specific neurons in their brains exhibited heightened sensitivity to the rotation of the projected star patterns, revealing the intricate neural mechanisms behind celestial navigation in insects.

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Rendering Chrome in a Terminal: The Carbonyl Browser Project

2025-09-05

The Carbonyl project attempts to render web pages within a terminal. The author cleverly uses terminal characters and escape sequences, combined with Rust and C++, to achieve basic web rendering. The article details how to simulate pixels using Unicode characters, handle text drawing, mouse input, and inter-process communication with Chrome, while tackling rendering efficiency and layout issues. While still early-stage, Carbonyl demonstrates the feasibility of rendering web pages in a terminal environment, offering developers a novel area of exploration.

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Development terminal rendering

YouTuber Wins DMCA Battle Against Fake Nintendo Lawyer

2024-12-30
YouTuber Wins DMCA Battle Against Fake Nintendo Lawyer

German YouTuber Domtendo faced DMCA takedown requests from a fraudulent Nintendo lawyer, threatening his 17-year-old channel. By noticing the lawyer's use of a ProtonMail address and contacting Nintendo directly, Domtendo exposed the fraud. Nintendo confirmed the email's illegitimacy, leading to the retraction of the claims. This incident highlights flaws in YouTube's DMCA system and the prevalence of copyright abuse, prompting calls for policy reform.

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Tiptap Seeks First Growth Manager to Fuel Exponential Growth

2025-05-15
Tiptap Seeks First Growth Manager to Fuel Exponential Growth

Tiptap, a popular open-source text editor framework boasting 30k GitHub stars and 7M monthly downloads, is searching for its first dedicated Growth Manager. The role demands at least 6 years of experience in growth marketing, a proven ability to drive measurable growth through data-driven decisions, and the capacity to build a repeatable, scalable growth engine. The 12-month North Star goal is to generate ≥30 qualified SQLs per month and significantly increase self-serve conversion rates. This is a chance to build a growth engine from scratch and have a massive impact, with Tiptap offering competitive salary, benefits, and stock options.

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The Past, Present, and Uncertain Future of Desktop UI Design

2025-03-18

From Engelbart's 1968 'Mother of All Demos' to today's touchscreen ubiquity, this article traces the evolution of desktop user interface design. Examining iconic examples like the Xerox Alto and Sun Starfire, it explores visions for future UIs, including touch, voice control, and infinite canvases. However, the author argues many innovations haven't been true improvements, adding friction instead. The article concludes that the future of desktop UI might not be radical reinvention, but rather incremental refinement of existing designs, emphasizing consistency and familiarity over novelty.

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LLM Inference in Production: The Definitive Guide

2025-07-11
LLM Inference in Production: The Definitive Guide

This handbook tackles the fragmented knowledge surrounding LLM inference in production. It covers core concepts, performance metrics (like Time to First Token and Tokens per Second), optimization techniques (continuous batching, prefix caching), and operational best practices. Whether you're fine-tuning a small open model or running large-scale deployments, this guide helps make LLM inference faster, cheaper, and more reliable.

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Development inference production

Rust Dependencies: A 3.6 Million Line Code Nightmare

2025-05-09

The author loves Rust, but its dependency management is causing concern. A simple web server project, after depending on several crates, ballooned to 3.6 million lines of code, mostly from dependencies. This raises concerns about code auditing and dependency maintenance. The author tried code counting and vendoring, but the problem persists. The article explores the challenges of Rust's dependency management and how to balance performance, safety, and code size.

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Development code size

Turning an Old iPhone into a UniFi Protect Camera with Docker

2025-08-26

The author successfully integrated an old iPhone's camera into their UniFi Protect system using a Docker container. Lacking an iOS app with native ONVIF support, they cleverly used an RTSP app (IP Camera Lite) and an ONVIF proxy Docker container. ffmpeg was used to verify the RTSP stream, and after some configuration adjustments (including specifying the correct width/height), the DIY camera was successfully added to UniFi Protect, replacing their previous Surveillance Station and Scrypted setups.

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Comet: The Curiosity-Powered Browser That Reimagines the Web

2025-07-12
Comet: The Curiosity-Powered Browser That Reimagines the Web

Comet is a revolutionary browser designed to fuel curiosity. It consolidates all your tabs and tasks into a streamlined workspace, empowering you to explore the web like never before. More than just a browser, Comet acts as a thinking partner, connecting ideas, boosting productivity, and turning wonder into action. It learns your thinking style, collaborates on research, and keeps your digital life organized, ensuring you stay focused and never lose track of your work. Comet allows you to quickly understand any webpage, in any language, anytime, maximizing the potential of your curiosity.

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Tech

Experimenting with and Abandoning a Terminal UI Library

2025-09-04
Experimenting with and Abandoning a Terminal UI Library

While developing the game Kartoffels, the author attempted to create a high-performance terminal UI library, Kruci, to replace the existing Ratatui library. Kruci uses a declarative UI design and attempts to improve performance by avoiding pixel-by-pixel diffing calculations. However, Kruci encountered many challenges in handling events, state management, and Z-stacking. Ultimately, the author decided to abandon the project, concluding that optimizing Ratatui or focusing on game development would be more efficient.

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(pwy.io)
Development

Rust's Long War for the Linux Kernel

2025-02-09
Rust's Long War for the Linux Kernel

Rust is making inroads into the Linux kernel, but the transition will be a long and contentious one. While Rust offers significant advantages in memory safety and is backed by companies like Google, its adoption faces strong resistance within the kernel community. Concerns about its steep learning curve and integration challenges with existing C code have sparked heated debates, even described as a “religious war.” However, proponents argue that Rust improves kernel stability and security, attracting more developers. Ultimately, Rust's complete replacement of C depends on technological maturity and community consensus.

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Development

Trump Tariffs: The Impact on Tesla – Debunking the Myths

2025-03-06
Trump Tariffs: The Impact on Tesla – Debunking the Myths

Despite the rosy outlook painted by some Tesla fans, the reality is that President Trump's tariffs on Mexico and Canada will negatively impact Tesla. Data reveals that Tesla sources over 20% of its parts from Mexico, with additional components coming from Canada. This means the recently delayed (again, for another month) tariffs will inevitably increase Tesla's production costs, affecting vehicle prices and profitability. Tesla's stock reaction to the tariff delay further underscores this impact. Elon Musk's close relationship with Trump, and his seeming inaction against the tariffs, adds a layer of complexity. The long-term effects may extend beyond mere cost increases, potentially damaging US business relationships with Canada and Mexico.

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Tech Trade War

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

2024-12-12
The Rise and Fall of Ashton-Tate: The dBASE Saga

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

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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Classical Nova Discovered: Spectroscopic Confirmation of ASASSN-25cm

2025-06-23
Classical Nova Discovered: Spectroscopic Confirmation of ASASSN-25cm

ASASSN-25cm (AT 2025nlr), discovered by ASAS-SN on June 12th, 2025, has been spectroscopically classified as a classical nova. Observations using the Mookodi spectrograph on the 1-meter Lesedi telescope at the South African Astronomical Observatory revealed prominent Balmer lines and He I or Fe II lines with P Cygni profiles, indicating a strong stellar wind. The large eruption amplitude further supports the classification. This nova lacked any counterpart in archival surveys.

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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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The File Is Dead: Long Live the Database

2025-07-17
The File Is Dead: Long Live the Database

Recent data breaches, like the UK Ministry of Defence incident, highlight the persistent problem of file-based data sharing. The author argues this outdated practice stems from a deeply ingrained 'file' mentality, incompatible with modern collaboration tools and database technology. The piece calls for abandoning file sharing in favor of database-centric data management for improved security and efficiency. It uses the analogy of a car designed to carry hay to illustrate how modern computing remains stuck in the past.

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Tech

ChatGPT's Songwriting: A Nick Cave-Style Disaster?

2025-03-29
ChatGPT's Songwriting: A Nick Cave-Style Disaster?

Nick Cave expresses his disdain for numerous ChatGPT-generated songs sent to him, all supposedly in his style. He argues that ChatGPT can only replicate, not create genuine, moving songs, as algorithms lack the human experience of suffering, struggle, and transcendence. True artistic creation, he contends, involves grappling with vulnerability and limitations, culminating in an emotional outpouring that AI cannot replicate. He dismisses the AI-generated songs as grotesque parodies of human creativity, bluntly criticizing their poor quality.

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Tech Exec Laments Tech's Impact on Deep Focus

2025-07-22
Tech Exec Laments Tech's Impact on Deep Focus

Former Google CEO Eric Schmidt recently discussed on a podcast how modern technology, particularly phone notifications, significantly hinders deep thinking. He noted that young researchers have to turn off their phones to focus on in-depth research. Schmidt acknowledged that the tech industry has long sought to "monetize your attention," contradicting traditional human practices of prolonged, thoughtful reflection. Research shows our attention spans are shrinking, partly due to technology's interruptions. Some meditation app companies countered Schmidt's view, arguing that "not all screen time is created equal," and true digital wellness involves conscious tech use, not a backward step.

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A Year of Amazon-Funded FreeBSD: Accomplishments and Challenges

2025-06-06

This post recounts the author's experience with a year of Amazon sponsorship via GitHub Sponsors for FreeBSD release engineering and FreeBSD/EC2 development. Over the year, four FreeBSD releases were managed, and several key issues on the FreeBSD/EC2 platform were resolved, including power drivers for Graviton instances and device hotplug support. Boot times for FreeBSD/EC2 instances were significantly improved, and new AMI flavors were added. However, with the sponsorship ending, several planned feature improvements will be delayed.

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Development
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