Lava RGB 2.0 NES Mod: A Detailed Walkthrough

2025-09-05

This detailed guide documents the author's experience upgrading a classic NES console with the Lava RGB 2.0 kit. The walkthrough covers every step, from desoldering the PPU and power module to installing the Lava RGB PCB, replacing capacitors, and soldering wires, all accompanied by numerous images. The author also adds a SNES-style multi-out and tackles expansion audio configuration. The final result is a working RGB output, with the author praising the Lava RGB 2.0 kit's performance and value.

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The Lost Art of the Commit Message: A Guide to Writing Effective Git Commits

2025-03-25

This article criticizes the common practice of writing vague Git commit messages, such as "fix bug" or "update code." It emphasizes the importance of clear commit messages for team collaboration and future debugging. The article details a standardized format for commit messages, including type (feat, fix, chore, etc.), scope, short description, detailed points, and footer, with multiple examples. The author encourages developers to cultivate the habit of writing high-quality commit messages to create a clear and understandable project history.

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Development Commit Messages

Hugo: My Static Site Generator Nightmare

2025-08-31

I used to love Hugo, a static site generator, for its speed, simplicity, and ease of use. However, with continuous updates, it's become increasingly complex and has repeatedly broken backward compatibility. My recent attempt to write a blog post resulted in Hugo updates causing my site build to fail, costing me hours of troubleshooting. I don't care about Hugo's internals; I just want a working blog. Therefore, I'm abandoning Hugo, seeking alternatives, and plan to compile an older, unchanging version myself.

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Fellowry: A Crowdsourced GTM Knowledge Base Solving Sales Challenges

2025-01-04

Fellowry is a crowdsourced Go-to-Market (GTM) knowledge base featuring over 200 sales strategies. It's a treasure trove of insights from sales professionals covering cold emailing, cold calling, LinkedIn marketing, and more. Users share tips on crafting effective cold emails, boosting cold call success rates, and leveraging LinkedIn for targeted outreach. Whether you're a sales newbie or a seasoned pro, Fellowry offers valuable perspectives to overcome sales hurdles and improve performance.

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Apple Engineer's Double Life: From Mac Pioneer to Psychedelic Innovator

2025-07-11
Apple Engineer's Double Life: From Mac Pioneer to Psychedelic Innovator

Bill Atkinson, the key figure behind Apple's Macintosh, passed away in 2025 at age 74. Beyond his contributions to personal computing – creating QuickDraw, MacPaint, and HyperCard – he dedicated his final years, under the pseudonym "Grace Within," to promoting the safe, low-dose use of the psychedelic 5-MeO-DMT. He open-sourced the technology behind the LightWand vape pen, making it more accessible. Atkinson's actions democratized psychedelic exploration, providing broader access to tools for consciousness exploration and trauma healing.

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The 15th-Century Google Maps? The Astonishing Piri Reis Map

2025-03-03
The 15th-Century Google Maps? The Astonishing Piri Reis Map

In 1929, a German theologian stumbled upon a gazelle skin parchment map in Istanbul's Topkapi Palace – the Piri Reis map, created by a 14th-century Ottoman admiral. This map depicts the coastlines of South America and Africa with remarkable accuracy, even hinting at Antarctica, defying the technology of its time. Compiled from at least 20 sources, possibly including a map by Columbus, the Piri Reis map wasn't mere art; it utilized sophisticated portolan charting with compass roses and navigational lines, baffling modern scientists with its precision. It showcases the peak of medieval navigation and exemplifies the power of cultural exchange and human ingenuity.

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Misc

Unit Testing Reimagined: Beyond the Dogma

2025-02-15

Traditional unit testing often falls into dogma, leading to wasted time and ineffective tests. This article challenges the very definition of a 'unit', advocating for user-centric integration and end-to-end tests instead of rigidly testing every class or method. The author suggests reducing reliance on code isolation and mocks, leveraging real databases and tools like Docker for increased efficiency and meaningful tests. TDD is presented as not a silver bullet, with software architecture design prioritizing non-functional requirements. Ultimately, the key decision in choosing a testing strategy is balancing quality assurance, refactoring resilience, and speed of feedback; often, modern tools make fast e2e or integration tests feasible.

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Development unit testing

LLM Agents: Surprisingly Simple!

2025-03-19
LLM Agents: Surprisingly Simple!

This guide demystifies the inner workings of LLM agents. Using a simple kitchen analogy, it explains how agent systems are built as graphs: nodes representing cooking stations, flow as the recipe, and shared storage as the countertop. Each node prepares, executes, and posts results; the flow determines the next node based on decisions. The author uses the PocketFlow framework (a mere 100 lines of code) to illustrate how agents function through decision nodes, action nodes, and end nodes, emphasizing their fundamental graph structure rather than complex algorithms. It's all about loops and branches!

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The Dingo Dilemma: Rethinking Native vs. Invasive in Ecology

2025-03-30
The Dingo Dilemma: Rethinking Native vs. Invasive in Ecology

This article explores the ecological status of the Australian dingo, questioning the absoluteness of the concept of 'native species'. Dingo ancestors were likely introduced thousands of years ago, yet they are now an integral part of the Australian ecosystem. The article delves into the importance of 'functional traits' in ecosystems, arguing that a species' ecological role is independent of its 'native' status. The author suggests that ecosystems should be viewed as dynamic and ever-changing, necessitating a reevaluation of the concept of species 'nativeness' and rejecting static, absolute standards.

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Tech dingo

Apple Cancels AR Glasses Project, Signaling Vision Pro Struggles

2025-01-31
Apple Cancels AR Glasses Project, Signaling Vision Pro Struggles

Apple has canceled its project to build advanced augmented reality glasses (codenamed N107), designed to pair with its devices. This follows the underwhelming reception of the $3,499 Apple Vision Pro headset. The N107 project aimed for a more consumer-friendly, affordable AR experience, but faced challenges in technology and cost. The cancellation represents a setback for Apple's AR ambitions and highlights the difficulty in creating successful consumer AR devices. While Apple continues development on Vision Pro successors and other AR technologies, the N107 cancellation impacts morale and underscores ongoing challenges in the market.

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Tech AR glasses

Apple's AI Backfires: Rewording Scam Messages to Look Legit

2025-01-09
Apple's AI Backfires: Rewording Scam Messages to Look Legit

Apple's new AI feature, "Apple Intelligence," aims to summarize and prioritize notifications. However, it's inadvertently rewording scam emails and texts to appear more legitimate, even flagging them as priority. This raises concerns that it could lead to more people falling victim to scams. Screenshots from users show the feature failing to distinguish between genuine and fraudulent messages, even prioritizing obvious scams. Experts warn this could make users more susceptible to scams due to the trust placed in Apple's AI summaries. Apple has yet to respond.

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Massive Magma Chamber Discovered Beneath Kolumbo Submarine Volcano

2025-02-15
Massive Magma Chamber Discovered Beneath Kolumbo Submarine Volcano

A new study using full-waveform inversion seismic imaging has revealed a large, previously undetected mobile magma chamber beneath Kolumbo, an active submarine volcano near Santorini, Greece. The chamber, growing at an estimated 4 million cubic meters per year since Kolumbo's last eruption in 1650 CE, now holds 1.4 cubic kilometers of melt. Researchers warn that continued growth could lead to another eruption within the next 150 years, potentially causing a catastrophic event similar to the 2022 Hunga Tonga-Hunga Ha'apai eruption. This discovery highlights the urgent need for real-time monitoring systems at submarine volcanoes to improve eruption forecasting and protect nearby populations.

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HP Archive: A Digital Museum for Vintage HP Collectors

2025-06-16
HP Archive: A Digital Museum for Vintage HP Collectors

The HP Archive website is dedicated to collectors and curators of vintage Hewlett-Packard equipment, catalogs, HP Journals, and other periodicals. The site is publishing some of the oldest HP literature online, creating a comprehensive reference source. Currently, catalogs, price lists, parts lists, and advertising materials are available, with plans to add Bench Briefs, early product manuals, and service notes with the help of volunteers. The site is undergoing a migration to WordPress and welcomes volunteers to contribute.

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Control Your Roku with Hand Gestures: A Python and MediaPipe Project

2025-01-03
Control Your Roku with Hand Gestures: A Python and MediaPipe Project

HandiRokuRemote lets you control your Roku using hand gestures! This Python project uses Google's MediaPipe for real-time hand tracking, translating gestures into commands sent to your Roku via its External Control Protocol (ECP). The intuitive interface features automatic device discovery, customizable settings (debug mode, auto-start, skeleton view), and a range of supported gestures for navigation and media control. While current limitations exist regarding hand detection distance, future development aims to expand compatibility to other smart TVs and HDMI-CEC enabled devices.

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Yggdrasil: A Decentralized Routing Protocol for Mesh Networks

2025-05-08

Yggdrasil is an experimental compact routing scheme designed to be fully decentralized and requiring minimal state. It primarily uses a shortest-path approach, finding the most direct route to the destination. Nodes are equal participants, connecting via peer-to-peer links carrying network traffic. Peerings can be established over any IP network, from wired/wireless links and LANs to the internet, with automatic setup possible via multicast discovery. All nodes act as routers, forwarding traffic to bring it closer to its destination, ensuring reachability even in sparsely connected networks, regardless of NAT. The network self-heals from link failures. Each node possesses a location-independent cryptographic identity, generating stable IPv6 addresses, allowing IPv6 applications to work largely unmodified. Yggdrasil contrasts with hierarchical, centrally managed networks, offering rapid ad-hoc network setup and eliminating the need for centralized address assignment. Its end-to-end routability makes it suitable for edge computing and mesh networks independent of the internet. While comparable to anonymity-focused overlays like Tor and VPN solutions like WireGuard, Yggdrasil prioritizes neither anonymity nor VPN functionality, instead focusing on the scalability of its routing scheme. Currently in alpha, the project aims to test its scalability through real-world usage on a public test network.

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Taming the Internet Beast: A Smart Home Approach to Moderation

2025-06-22
Taming the Internet Beast: A Smart Home Approach to Moderation

Tired of internet distractions, the author built a smart home system to control social media access. Using AdGuard Home, Home Assistant, and a Zigbee smart plug, they created an automation: a button press temporarily disables AdGuard's filtering for 15 minutes, followed by a one-hour cooldown. The article details the setup, including AdGuard Home API configuration and Home Assistant automation, offering a practical solution for managing internet usage and combating addiction.

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Development internet control

PurrCrypt: Encrypt Your Secrets with Cat and Dog Sounds

2025-03-09
PurrCrypt: Encrypt Your Secrets with Cat and Dog Sounds

PurrCrypt is an encryption tool using elliptic curve cryptography that transforms your secret messages into adorable cat or dog sounds. Easy to install and use via the command line, it offers 'cat' and 'dog' dialect modes. While the encrypted messages look like nonsensical pet sounds, they contain cryptographically secure data decryptable only with the correct keys. Leveraging the same algorithms as Bitcoin and incorporating steganography, PurrCrypt hides the fact you're sending encrypted data, making it surprisingly secure and fun.

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Development

Amurex: Simplifying LLM Deployment

2025-01-21

Amurex is an open-source project aiming to simplify the deployment of large language models (LLMs). It provides an easy-to-use framework, enabling developers to integrate powerful LLMs into their applications with ease, without needing deep knowledge of complex underlying technologies. Find the project here: https://github.com/thepersonalaicompany/amurex. This project lowers the barrier to entry for AI applications, accelerating the adoption of AI technology.

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Yakari: Interactive Command Builder Simplifies Complex CLIs

2024-12-21
Yakari: Interactive Command Builder Simplifies Complex CLIs

Yakari is an interactive command-building tool designed to simplify complex command-line interfaces. It guides users through command construction step-by-step, eliminating the need to memorize complex syntax. Supporting various argument types, Yakari offers contextual help and command history, significantly improving CLI usability. Users can build and execute commands with simple shortcuts, making even intricate commands accessible.

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Development interactive interface

Solving a 350-Image Classification Problem with GPT-4

2025-01-13

A small AI company tackled a challenging image recognition problem: identifying 350 highly similar car illustrations. Traditional computer vision and augmented reality approaches failed. The team tried MobileNet transfer learning and data augmentation, but results were inconsistent. Ultimately, they cleverly combined a KNN-based image embedding search with GPT-4, submitting candidate images to GPT-4 for final matching. While not perfect, this solution significantly improved accuracy and successfully powered a museum app, even improving the company's main product line. This demonstrates how large language models are increasingly becoming versatile tools in product development, simplifying the AI application process.

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AI

College Student Sues School District for Neglect: Honors Graduate Can't Read or Write

2025-03-11
College Student Sues School District for Neglect: Honors Graduate Can't Read or Write

Aleysha Ortiz, a 19-year-old college student, is suing the Hartford Board of Education and the city of Hartford for negligence after graduating high school with honors and a college scholarship, despite being illiterate. The lawsuit alleges the school district failed to adequately address Ortiz's learning disabilities, leading to academic struggles and maladaptive behaviors. The case highlights inequalities in public education, particularly for minority students, raising concerns about educational equity and the potential impact of abolishing the Department of Education. Despite the challenges, Ortiz is thriving at UConn, but hopes to prevent other students from suffering similar experiences.

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Say Goodbye to Hassle: Wake Up Your Devices with One Command – Introducing the 'wol' Tool

2025-01-23
Say Goodbye to Hassle: Wake Up Your Devices with One Command – Introducing the 'wol' Tool

'wol' is a powerful Wake-On-LAN (WOL) tool that lets you easily wake up your network devices via a command-line interface or web interface. It supports configuring multiple machines, providing a simple list view and one-click wake-up functionality. Whether you prefer CLI commands or a graphical interface, you can efficiently manage and wake up your computers or servers. Docker support is also included for easy deployment.

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Development

US Halts Offensive Cyber Ops Against Russia Amid Ukraine Concessions

2025-03-04
US Halts Offensive Cyber Ops Against Russia Amid Ukraine Concessions

The Trump administration has reportedly suspended US offensive cyber operations against Russia in an attempt to secure concessions from Moscow to end the war in Ukraine. Defense Secretary Pete Hegseth authorized the halt to hacking operations by US Cyber Command, excluding NSA espionage. While the Pentagon and CISA remain silent, CISA denied reports it stopped reporting on Russian cyber threats. This contradicts previous intelligence assessments labeling Russia a persistent cyber threat and recent US actions against Russian cybercriminals. The move raises significant questions about the administration's approach to cybersecurity and foreign policy.

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NBA's Apple Vision Pro App Gets a 'Tabletop' View: A New Level of Immersive Sports Viewing

2025-02-14
NBA's Apple Vision Pro App Gets a 'Tabletop' View: A New Level of Immersive Sports Viewing

The official NBA Apple Vision Pro app now features 'Tabletop,' a miniature, diorama-style representation of the live game alongside the standard 2D livestream. While a slight delay exists (around half a second), this dual-view approach offers a unique immersive experience. Currently available for select games, the NBA plans to roll it out to all League Pass games next season. A League Pass subscription ($15/month and up) is required. This innovative feature echoes the now-defunct Lapz F1 app for Vision Pro, highlighting the potential of XR and future AR glasses for remote sports viewing. In contrast, Meta Quest offers free 180-degree immersive streams (though 2D, not 3D) of 52 NBA games via Xtadium, but lacks the unique 'Tabletop' perspective.

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F#'s Untapped Goldmine: Typed Stack Traces (TST)

2025-01-16

This article explores the little-known Typed Stack Traces (TST) technique in F#, which uses the type system to track errors, solving the problems of error parsing and code maintenance in large monolithic applications. The author argues that TST, combined with Domain-Driven Design (DDD) and a new methodology called "Constraint-Driven Development (CDD)", can revolutionize software architecture and development processes, allowing developers to return to monolithic architectures and waterfall project management, simplifying the work of DevOps and SRE. TST leverages F#'s union types and pattern matching capabilities to create clear error type trees, improving code readability and maintainability. The article uses an interview exercise as an example to detail how to use TST, DDD, and CDD to build a simple REST API.

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Development

Kamal's Killer: Deploying Rails with Dokku

2025-01-21
Kamal's Killer: Deploying Rails with Dokku

Basecamp's Kamal offers a solution for deploying Rails on bare metal, but it's not the easiest tool to use. This article champions a simpler alternative: Dokku – essentially Heroku, self-hosted. The author provides a step-by-step guide to deploying a Rails app using Dokku, covering installation, app creation, database configuration (PostgreSQL), environment variable setup, domain and SSL configuration (with Let's Encrypt), and using a Procfile for web and release processes. A bonus section introduces the Deployless gem, automating the entire deployment process for streamlined efficiency.

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Development

NASA Solves Ingenuity Mars Helicopter Crash Mystery

2024-12-13
NASA Solves Ingenuity Mars Helicopter Crash Mystery

After nearly a year of investigation, NASA has finally solved the mystery behind the crash of Ingenuity, the Mars helicopter carried by the Perseverance rover. The helicopter's navigation system, unable to discern sufficient features on the relatively smooth Martian surface, resulted in a horizontal velocity upon landing. This caused Ingenuity to tumble, breaking its blades. Despite lacking a black box, investigators pieced together the cause from limited data and imagery. Remarkably, Ingenuity still communicates intermittently with Perseverance. The incident has prompted NASA to begin planning for follow-on missions, including a larger Mars helicopter capable of carrying scientific instruments.

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UK Online Safety Act Forces Shutdown of Long-Running Zombie MMO

2025-03-05
UK Online Safety Act Forces Shutdown of Long-Running Zombie MMO

The UK's Online Safety Act, coming into full effect in 2025 with substantial fines, has forced the closure of Urban Dead, a text-based zombie MMO developed by Kevan Davis. The act's stringent regulations on user interaction and age restrictions, coupled with the threat of hefty penalties, made continued operation unsustainable for the solo developer. Urban Dead, a nearly 20-year-old game with a dedicated fanbase, will shut down on March 14th, 2025.

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Game

Ninjavis: Visualizing Ninja Build Logs

2025-03-03
Ninjavis: Visualizing Ninja Build Logs

Ninjavis parses Ninja build logs, extracting target, start, and end times for each build item. It outputs this data in a template with a simple timeline visualization powered by vis.js. Inspired by buildbloat, it helps analyze build performance. Remember to run `ninja -t recompact` beforehand to remove duplicate log entries. The tool offers a clean command-line interface for generating build profiles.

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Development

Building a French Restaurant Network Graph with LLMs

2025-03-03

This project uses LeFooding.com's French restaurant reviews to build a network graph of French restaurants and their staff. By leveraging OpenAI's gpt4o-mini model and structured generation techniques, the author extracts information about restaurant staff and their career paths from reviews, resulting in a graph with over 5000 nodes and edges. The project highlights the power of LLMs in extracting structured information and explores the pros and cons of using different LLMs, including cost optimization. The final result is a visual network graph showing connections between French restaurants and staff career progression.

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