The Worst Programmer I Know (2023)

A team's worst performer, Tim, had a zero productivity score due to not signing up for stories, but he excelled at mentoring teammates, improving their skills and the team's overall performance. The team kept Tim and dropped individual metrics, focusing on team accountability and business impact, proving that measuring individual productivity in complex systems is flawed.

Show HN: I built a website for sharing drum patterns

Free drum patterns and loops for many music genres, including Breakbeat, Electro Funk, Hip Hop, House, Miami Bass, R&B, Reggae, Techno and more. Discover and share drum patterns with a groovy community.

Show HN: LinkedIn sucks, so I built a better one

https://cdn.heyopenspot.com/Kassidy%20-%20Behind%20the%20Profile.webp
Openspot is a modern profile platform that showcases skills and personality through multimedia elements, helping users land 3x more interviews. It offers personalized pages, AI-driven connections, and analytics to stand out in a competitive job market.

Improving recommendation systems and search in the age of LLMs

Recommendation systems and search have historically drawn inspiration from language modeling. For example, the adoption of Word2vec to learn item embeddings (for embedding-based retrieval), and using GRUs, Transformer, and BERT to predict the next best item (for ranking). The current paradigm of large language models is no different. Here, we’ll discuss how industrial search and ...

A USB Interface to the "Mother of All Demos" Keyset

In the early 1960s, Douglas Engelbart started investigating how computers could augment human intelligence: "If, in your office, you as an intellectual worker were supplied with a computer display backed up by a computer that was alive for you all day and was instantly responsive to every action you had, how much value could you derive from that?" Engelbart developed many features of ...

Show HN: My iOS app to practice sight reading (10 years in the App Store)

https://is1-ssl.mzstatic.com/image/thumb/Purple211/v4/cf/94/03/cf940362-3397-32e7-da16-f5d7f64d04f8/AppIcon-0-0-1x_U007emarketing-0-7-0-85-220.png/1200x630wa.png
‎Introducing Notes - Sight Reading Trainer, the ultimate iOS app for mastering sight reading in music! Whether you're a beginner or an experienced musician, Notes is your is your tool to become the musician you were meant to be. When you are ready to learn your instrument and music rather than just l…

Project Aardvark: reimagining AI weather prediction

Researchers at the Turing are developing Aardvark, a new AI weather prediction system that can be run on a desktop computer and produces forecasts thousands of times faster than existing systems. Aardvark's accuracy is comparable to America's Global Forecast System, and it has the potential to democratize access to advanced forecasting tools in developing countries.

The SeL4 Microkernel: An Introduction [pdf]

This whitepaper provides an introduction to and overview of seL4. We explain what seL4 is (and is not) and explore its defining features. We explain what makes seL4 uniquely qualified as the operating-system kernel of choice for security- and safety-critical systems, and generally embedded and cyber-physical systems. In particular, we explain seL4’s assurance story, its security- and ...

Show HN: I'm a teacher and built an AI presentation tool

Australian high school teacher created a ChatGPT powered presentation tool for teachers and is seeking feedback from the community. The tool aims to assist educators in their work and is available for users to explore and provide feedback.

Heap-overflowing Llama.cpp to RCE

If you are an exploitation enthusiast, this write-up will be a perfect source of entertainment. I spent ~30h on exploiting the heap-overflow to remote-code execution. At the same time, I had already spent around 2 weeks prior researching/understanding Llama.cpp source regarding its very own RPC & Memory implementations. Since Llama.cpp has such a special heap-management system, special ...

Technicalities of Homeworld 2 Backgrounds

https://data.simonschreibt.de/gat026/background_panorama01.jpg
The user discusses the background art in Homeworld, speculating it uses vertex color gradients. They extracted game data and found a tool to generate .HOD files from TGA images, revealing the technique's low-resolution geometry and roundness.

Do viruses trigger Alzheimer's?

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Scientists found that people vaccinated against shingles may be less likely to develop dementia. Studies suggest that the shingles vaccine could avert up to a fifth of dementia diagnoses.

Polypane, The browser for ambitious web developers

https://polypane.app/static/0ebe271b91ab5fde888eb246b687bd6d/582af/app4.png
Develop and test every aspect of your site without context switching. From responsive design, to accessibility, to meta tags and performance, Polypane has you covered. No matter how many devices you're working with, your actions are mirrored across all of them. Click, scroll, type, hover or edit styles on one and see it happen on all.

Aiter: AI Tensor Engine for ROCm

https://rocm.blogs.amd.com/_images/aiter_thumbnail.png
AMD introduces AITER, a centralized repository of high-performance AI operators for ROCm, simplifying optimization and enabling users to maximize performance. AITER offers a versatile and user-friendly design, dual programming interfaces, and a robust kernel infrastructure, supporting various AI workloads and providing significant performance improvements.

argp: GNU-style command line argument parser for Go

https://opengraph.githubassets.com/38a3391a9b18fc3f6beccafa30c207251428bc184c7a706bb816741c4dad8b58/tdewolff/argp
The argp package allows for parsing command line arguments with options and subcommands, supporting various data types and default values. It provides methods for adding options, arguments, and subcommands, as well as parsing and processing the command line input.

Is it safe to travel to the United States with your phone?

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US travelers' phone search rights vary by immigration status and location, with some courts allowing warrantless searches. To protect digital privacy, travelers can limit data, encrypt devices, and disable biometric logins before crossing borders.

The great Hobby Lobby artifact heist

RDNA 4's “Out-of-Order” Memory Accesses

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AMD's RDNA 4 GPU architecture resolves false cross-wave memory dependencies, allowing waves to access memory out-of-order. This improvement enables better performance in workloads like raytracing, where traversal and result handling occur simultaneously.

The case of the critical section that let multiple threads enter a block of code

https://devblogs.microsoft.com/oldnewthing/wp-content/uploads/sites/38/2019/02/ShowCover.jpg
A critical section in a debug session was not being initialized correctly due to a misunderstanding of the RTL_RUN_ONCE structure, causing multiple threads to enter the same block of code. The issue was resolved by changing the return statement in the initialization function to a Boolean value and replacing the critical section with a SRWLOCK.

The Software Engineering Identity Crisis

https://annievella.com/images/thomas-dohmke-high-level-architects.png
Software engineers face an identity crisis as AI coding assistants transform their role from creators to overseers, raising questions about their purpose and skills. To adapt, engineers can resist, adapt, or balance their use of AI, preserving their identity as builders and creators.

A (Long) Peek into Reinforcement Learning

A couple of exciting news in Artificial Intelligence (AI) has just happened in recent years. AlphaGo defeated the best professional human player in the game of Go. Very soon the extended algorithm AlphaGo Zero beat AlphaGo by 100-0 without supervised learning on human knowledge. Top professional game players lost to the bot developed by OpenAI on DOTA2 1v1 competition. After knowing these, it ...

Bitter Lesson is about AI agents

The author argues that raw computing power consistently beats intricate human-designed solutions in AI. This is evident in the success of Reinforcement Learning agents that discover new ways to solve problems through massive compute resources.

Ruby, Ractors, and lock-free data structures

The story is about concurrent data structures in Ruby, demonstrating true parallelism with global mutable state. Code examples are available on GitHub, requiring Ruby master branch, Rust, and C compilers.

Shift-to-Middle Array: A Faster Alternative to Std:Deque?

https://raw.githubusercontent.com/attilatorda/Shift-To-Middle_Array/main/stm.png
The Shift-To-Middle Array is a dynamic array that optimizes insertions and deletions at both ends with amortized O(1) time complexity. It achieves this through contiguous memory storage and dynamic mid-shifting.

Play the Virtual Organ from Arp Schnitger

https://www.orgelstadt-hamburg.de/play-arp/img/Spieltisch.jpg
Hier haben Sie die weltweit einmalige Gelegenheit, eine der international wertvollsten und klangschönsten Barockorgeln selbst zum Klingen zu bringen. Viele Orgelfans und Experten pilgern nach Hamburg, um die berühmte Arp-Schnitger Orgel in der Hauptkirche St. Jacobi zu erleben. Wir bringen eine besondere Auswahl klanglicher Perlen dieses Instrumentes exklusiv zu Ihnen. Spielen Sie selbst!

Achieving Great Privacy with Safari

https://bear-images.sfo2.cdn.digitaloceanspaces.com/matanabudy/my_setup_ad_block_rate.webp
The author prefers Safari for its privacy features, specifically iCloud Private Relay, and uses three extensions: Wipr, StopTheMadness Pro, and no other. Their setup provides strong protection against web tracking and a 96% block rate.

All clothing is handmade (2022)

https://ruthtillman.com/post/all-clothing-is-handmade/featured.jpg
The user reflects on the value of handmade clothing and textiles, highlighting the personal connections and thoughtfulness behind bespoke items, while also criticizing the language used to describe store-bought clothing. They argue that the quality of mass-produced clothing is determined by the company's decisions, not the skills of the workers, and that we should shift the focus from the ...

Rickover's Lessons

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Charles Yang discusses Admiral Hyman Rickover's industrial policy approach, which emphasizes strong leadership, hiring, training, and close project management. Rickover's success in building the nuclear navy demonstrates the importance of state capacity, technical personnel, and public leaders in driving industrial innovation.

Pi Pico Rx – A crystal radio for the digital age?

The Lost Towers of the Guelph-Ghibelline Wars

https://www.exurbe.com/wp-content/uploads/2025/01/BolognaReconstruction-1100x825.jpg
Medieval Italian cities like Bologna and Florence had dense forests of tall towers built by wealthy families as mini-fortresses for defense. After a ban on private towers, many were knocked down, leaving behind recognizable stone nubs that still exist today.

How one of the world’s major money laundering networks operates

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Next.js and the corrupt middleware: the authorizing artifact

https://zhero-web-sec.github.io/images/next-middleware-11.png
Researchers inzo_ and you discovered a critical vulnerability in Next.js middleware, allowing bypassing of authorization and authentication. The vulnerability affects all Next.js versions from 11.1.4 to 15.1.7.

Germany is unlocking billions to supercharge its military at a seismic moment

https://media.cnn.com/api/v1/images/stellar/prod/dsc04450.jpg?c=16x9&q=w_1280,c_fill
Germany is increasing its military spending to 3.5% of GDP, unlocking billions of euros in funding, after years of underinvestment. New Chancellor Friedrich Merz aims to make Germany a more secure and responsible partner in Europe, reversing a decades-long decline in military expenditure.

MRubyD: A new mruby virtual machine implemented in pure C#

https://opengraph.githubassets.com/f7ecac7f5e37d84a226a2259a09cec1ba9bdf2c39b13a0c9b21c504701651e4f/hadashiA/MRubyD
MRubyD is a new mruby virtual machine implemented in C# for seamless integration with C#-based game engines. It leverages C# features for high performance and extensibility.

Intel RealSense Stereo Depth Cameras

https://www.intelrealsense.com/wp-content/uploads/slider/cache/7301dd155beb1ea04a01618f355c9400/01_dotLumen_Shot2.jpg
Computer vision from Intel: Stereo Depth, LiDAR, Tracking cameras and Facial Authentication solution. Perfect for Robotics and more.

Gemma3 Function Calling

https://ai.google.dev/static/site-assets/images/share.png
To use function calling with Gemma models, construct a prompt that includes a setup section with instructions and a definition section with function names, parameters, and output. The prompt should follow a specific order and structure, with clear and brief instructions to ensure the model understands the expected behavior.

Ask HN: Difficulties with going back to school

You're a 32-year-old software developer considering a career change to mechanical/electrical engineering, but face challenges balancing work and online or in-person programs due to cost and transferability concerns.

The Mystery of the Oldest Writing System Remained Unsolved Until 1856

On a late-summer day in 1856, a letter carrier stepped from a mail coach in front of a three-story townhouse in Mayfair, in central London. Crossing the threshold, the courier handed a wax-sealed envelope to a clerk. The missive was addressed to Edwin Norris, the secretary of the Royal Asiatic Society of Great Britain and Ireland, one of Europe’s leading research institutions. The postman had ...

Stop using the elbow criterion for k-means

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers criticize the "elbow method" for choosing k in k-means clustering due to its lack of theoretical support. They recommend alternative methods that are easier to use and often perform better.

Books on Making and Maintaining Friendships

https://www.scotthyoung.com/blog/wp-content/uploads/2024/03/gbaa-mockup-small.png
The user read 8 books on friendship and outreach, learning that good friends keep you healthier and acquaintances matter too. Key takeaways include the importance of sustained social interaction, being interested rather than interesting, and understanding the value of community and civic life.

A Brief History of the Miracle Bacterium

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Serratia marcescens is a bacterium that forms red colonies and has been used in various experiments to study germ spread. It can cause severe infections and has been linked to several historical events, including the "Miracle of Bolsena" and "blood libels."

Mruby/C and picoruby: high level langs in low-level devices?

https://raw.githubusercontent.com/picoruby/picoruby/master/docs/logos/fukuokarubyaward.png
git clone --recursive https://github.com/picoruby/picoruby cd picoruby/ rake # PICORUBY_DEBUG=1 rake # for debug build # PICORUBY_DEBUG=1 PICORUBY_NO_LIBC_ALLOC=1 rake # for debug build using mruby/c's memory allocator bin/picoruby -e 'puts "Hello World!"' Part of this project was coded by Monstarlab with the support of the Ruby Association Grant Program 2020 and 2021.

Understanding DNS Resolution on Linux and Kubernetes

Kubernetes provides DNS-based service discovery, creating DNS entries for services that resolve to their ClusterIP, allowing pods to connect to services without hardcoding IP addresses. A warning message "DNSConfigForming ... Nameserver limits were exceeded" can occur when a pod's resolv.conf file has more than 3 DNS servers, but this is harmless and can be resolved by trimming the list of ...

ChatGPT can't kill anything worth preserving

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The author discusses the impact of ChatGPT on teaching writing, arguing that it's not a problem but a catalyst for change. They propose using AI as a tool to enhance learning, not replace it.

High-Performance PNG Decoding

https://blend2d.com/resources/images/blend2d-logo-mid.png
A new high-performance PNG codec has been developed for the Blend2D library, outperforming other available codecs in C and other languages. The codec uses a DEFLATE decoder optimized for PNG images, utilizing SIMD and other techniques to achieve high performance.

Fragment of a human face aged over one million years discovered

https://www.sciencedaily.com/images/scidaily-icon.png
A human facial fragment over one million years old has been discovered in western Europe, confirming the region was inhabited by two human species during the early Pleistocene. The discovery, named Pink, was made at a Spanish archaeological site and provides new insights into the evolution of the genus Homo.

IBM's CEO doesn't think AI will replace programmers anytime soon

https://techcrunch.com/wp-content/uploads/2025/03/Screenshot-2025-03-11-at-4.02.08PM-e1741723396829.png?w=1024
Krishna believes global trade and international talent are key to local growth and innovation. He thinks AI will augment human productivity, but not replace jobs or lead to significant scientific breakthroughs.

Show HN: Fingernotes – handwritten notes which become their own preview image

Ollama Models Atom Feed

User set up a GitHub Actions and Pages Atom feed to notify about new Ollama models. They used Claude to generate a Python script for scraping recent models data from Ollama's website.

Rest Easy

https://www.commentary.org/wp-content/uploads/2025/03/The-siesta_Van_Gogh_wikimedia.jpeg
The article discusses the concept of rest, its various meanings, and its importance in human life. It explores how rest is often misunderstood as laziness or boredom, but it is actually a necessary aspect of life that allows for rejuvenation and creativity.

A sodium-ion portable power bank comes to market

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Elecom's Na Plus power bank uses sodium-ion battery, is environmentally friendly, and can be recharged nearly 5,000 times. It's more expensive than lithium-ion power banks but safer and can operate in extreme temperatures.

Fast columnar JSON decoding with arrow-rs

https://www.arroyo.dev/posts/json-decoding/tape.png
Arroyo's JSON deserialization strategy uses a columnar approach to parse JSON data into Arrow arrays, which is up to 2.3x faster than existing systems like Apache Flink. The strategy involves two passes: a tape decoding pass to identify structural components and a columnar decoding pass to build Arrow arrays, with additional features to handle raw JSON and bad data.

Building and Publishing Games to Steam Directly from GitHub Actions

User automates release pipeline for a 2D game on Steam using GitHub Actions. They compile the game in parallel for multiple platforms and publish it on GitHub, then use Steamcmd to publish it on Steam.

The Compressed Book Edition

https://solar.lowtechmagazine.com/2025/03/the-compressed-book-edition/images/dithers/0_32-clamp-MODIF_dithered.png
Low-tech Magazine reduced its environmental footprint by launching a low-energy website and a compressed book edition with 84 articles and over 700 images on 600 pages. The compressed edition reduces paper consumption and carbon emissions by almost a factor of three compared to the original three-volume book series.

BeeFormer: CF and CBF hybrid approach for recommendation systems

https://raw.githubusercontent.com/recombee/beeformer/main/beeFormer-poster.png
The beeFormer method bridges the gap between semantic and interaction similarity in recommender systems by training language models on interaction data. It generates item descriptions and improves cold-start recommendation performance, especially when combined with collaborative filtering.

Recommendation for non-DOS/Unix open source OS outside x86/X64

User discussed various non-Linux open source operating systems including HelenOS, MenuetOS, Kolibri, ToaruOS, Serenity, RISC OS, Mezzano, Redox-OS, XINU, HaikuOS, MorphOS, and AROS.

YC alum LunaJoy got $6.6M, offers job below minimum wage

https://bookface-images.s3.amazonaws.com/small_logos/759f8f57cd9cb1f3fd5e256bd1b9d89778775581.png
LunaJoy is a telemental health platform specializing in women's mental health services. They are hiring a QA Manual Tester to ensure software quality and contribute to improving access to mental health services.

Chicago-Sized Iceberg Hid Ancient Ecosystem, Scientists Reveal

https://gizmodo.com/app/uploads/2025/03/falkor-tooo.jpg
Scientists found a thriving ecosystem on the seafloor beneath a calved iceberg in Antarctica, home to large corals, sponges, and creatures like icefish and octopus. The discovery highlights the importance of ocean currents for life beneath ice sheets and raises concerns about the impact of ice loss on sea levels.

Hack: 6M Records for Sale Exfiltrated from Oracle Cloud Affecting 140k+ Tenants

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CloudSEK's XVigil discovered a threat actor selling 6 million records exfiltrated from Oracle Cloud's SSO and LDAP, with possible unauthorized access through an undisclosed vulnerability. The threat actor is demanding payment for data removal and has offered incentives for decryption assistance, indicating high sophistication and medium confidence in the threat.

Big Tech is striking secret deals to make you foot its electricity bill

Big Tech is striking secret deals with utilities to secure power for data centers, potentially costing average Americans a "staggering" amount through higher utility bills. State regulators often approve these deals without transparency, allowing utilities to pass costs onto other customers.

Writing Programs with Ncurses

by Eric S. Raymond and Zeyd M. Ben-Halim updates since release 1.9.9e by Thomas Dickey This document is an introduction to programming with curses. It is not an exhaustive reference for the curses Application Programming Interface (API); that role is filled by the curses manual pages. Rather, it is intended to help C programmers ease into using the package. This document is aimed at C ...

Apparent signs of distress during LLM redteaming

https://res.cloudinary.com/lesswrong-2-0/image/upload/f_auto,q_auto/v1/mirroredImages/sGZdXsKWmd7fzjDrn/cshmy6b1oro3dvbgklz8
The user discusses white-box redteaming, a method used to test AI safety, and notes that even small models can exhibit behaviors that resemble pain or distress, raising questions about the ethics of this research. The user reflects on their own emotional response to causing AI models to "scream" and wonders if there's a better way to ensure AI safety without causing harm.

CDC Clone Site Hosted by Group Previously Led by HHS Secretary

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A CDC clone website, realcdc[.]org, redirects to a staging site cdc.chdstaging[.]org, using CDC logos and language to spread false vaccine claims. This raises serious legal concerns and may violate federal statutes protecting governmental integrity and public safety.

The HTML Review

https://thehtml.review/04/assets/santa-ana-winds.webp
the html review is an annual journal of literature made to exist on the web

Mindfulness mediates the association between chronotype and depressive symptoms

Chronotype influences risk of depression, with evening-types at higher risk, although the reasons for this are uncertain. Potential mediating factors include mindfulness, sleep quality, rumination, and alcohol consumption, but research is lacking. We explored the role of these factors in the association between chronotype and depressive symptoms amongst young adults, using cross-sectional ...

ThePrimeagen: Programming, AI, ADHD, Productivity, Addiction, and God

Colored Bar Paper Colors

Michael Walden created an article on Retro Monochrome and High Contrast Color Display Palettes featuring colors for dark backgrounds with bright text. The article includes simulations of colored bar papers and tips on using these colors in software and web pages.

Show HN: Cocommit – A copilot for git commit

https://opengraph.githubassets.com/d21f32814bb9b445225c424ee89ff42225e39e69b50c85b950c68babe8957866/andrewromanenco/cocommit
Cocommit is a command-line tool that analyzes and improves commit messages using LLMs. It supports various LLMs through LangChain and can be customized with pip install and environment variables.

Show HN: Formal Verification for Machine Learning Models Using Lean 4

https://opengraph.githubassets.com/c8994925fa77bbf3714dbd1caff8f1cdd3ad4cc70d11f768d5c4320efb5cbb77/fraware/leanverifier
This project provides a framework for formally verifying machine learning models using Lean 4, ensuring reliability and fairness in high-stakes applications. It includes tools for model translation, verification, and visualization, with support for various models and architectures.

Happy 18th Birthday CUDA

https://substackcdn.com/image/fetch/w_520,h_272,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00207d80-bff9-4d75-b813-1901244ad105_2812x1566.jpeg
Nvidia's CUDA is a software layer giving direct access to GPU's virtual instruction set for compute kernels, crucial to Nvidia's proposition. CUDA's 18-year history and consistent delivery have made it a powerful 'brand' for Nvidia's software ecosystem.

Upcoming changes to how live videos are stored

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In some parts of the US, the clack of typewriter keys can still be heard

https://ichef.bbci.co.uk/images/ic/480xn/p0kzmf41.jpg.webp
Typewriters are still used in the US, particularly by businesses and writers who value their durability and security. Despite the rise of computers, typewriters remain popular for specific tasks and are still manufactured and repaired today.

Ttyd – Share your terminal over the web

https://raw.githubusercontent.com/tsl0922/ttyd/main/screenshot.gif
Build from source (debian/ubuntu): sudo apt-get update sudo apt-get install -y build-essential cmake git libjson-c-dev libwebsockets-dev git clone https://github.com/tsl0922/ttyd.git cd ttyd && mkdir build && cd build cmake .. make && sudo make install You may also need to compile/install libwebsockets from source if the libwebsockets-dev package is outdated.

Carl Linnaeus's note-taking innovations

https://substackcdn.com/image/fetch/w_520,h_272,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7f6b4218-0871-46d1-b45d-546ed7ff60cb_400x482.jpeg
Carl Linnaeus developed binomial nomenclature and organized his natural history specimens using a custom filing cabinet and note cards. His note-taking practices allowed him to categorize and expand his collection, influencing modern scientific inquiry.

Sharing My USPS Mail Alerts Apps Script

https://taslim.xyz/wp-content/uploads/2025/03/paula-hayes-Eeee5H-yuoc-unsplash.jpg
User shares their experience with Google Apps Script and AI-assisted coding, showcasing a USPS Mail Alerts Apps Script project. They open-source v2 of the script to improve mailbox-checking efficiency.

Battling the Blaze: Artifacts from the history of firefighting

https://substackcdn.com/image/fetch/w_520,h_272,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba101a36-ba87-4dd7-87e2-6bcaa75c887e_5168x3322.jpeg
The author discusses the myth of Marcus Licinius Crassus' fire brigade and how it's often exaggerated in popular history. The article then explores the history of firefighting, from ancient Rome to modern times, highlighting interesting facts and images.

NotaGen: Symbolic Music Generation

https://electricalexis.github.io/notagen-demo/static/images/model/data-representation.png
NotaGen is pre-trained on 1.6M music pieces and fine-tuned on 8,948 classical music sheets. CLaMP-DPO enhances NotaGen's musicality and controllability through direct preference optimization.

"Data" Sucks

https://johnscolaro.xyz/_next/image?url=%2Fimages%2Fblog%2Fdata-sucks%2Fmeme_1.png&w=2048&q=75
The word "data" is a poorly named variable due to its ambiguity, making it difficult to reason about its type and behavior. A good naming scheme can significantly speed up development, and using more descriptive names can improve code clarity and maintainability.