News Nug
How I write software with LLMs

Published: 2026-03-16 | Origin: Hacker News

The author has recently rediscovered a passion for creating things, largely influenced by the capabilities of large language models (LLMs) in programming. They realized that their enjoyment lies in making rather than just programming, and with LLMs' advancements, they've been able to produce a significant amount of code with high reliability. The author shares their workflow to assist others in leveraging LLMs to enhance creativity and efficiency. They observed that, unlike before, they can maintain low defect rates in software development without compromising

Glimmer DSL for Web 0.8.2 HTML Value-less Boolean Attributes

Published: 2026-03-15 | Origin: /r/ruby

The article announces the release of version 0.8.2 of Glimmer DSL for Web, a Ruby-based frontend framework for Rails that has won the Fukuoka Award. The new version simplifies the use of HTML boolean attributes such as 'required', 'autofocus', and 'disabled' by allowing developers to pass them as Ruby Symbols directly in HTML element arguments, rather than as boolean values in a hash. An example illustrates this improvement in syntax. The article concludes with a note that Gl

Canada's bill C-22 mandates mass metadata surveillance

Published: 2026-03-15 | Origin: Hacker News

The introduction of Bill C-22, the Lawful Access Act, marks a new phase in the ongoing debate over lawful access to personal information in Canada. This follows the backlash against previous attempts to include extensive lawful access provisions in Bill C-2, which allowed for unprecedented warrantless access to personal data. The government has opted to separate the issues, with Bill C-22 focusing on two main areas: law enforcement's access to data held by communication service providers and the development of surveillance capabilities within networks

LLMs can be exhausting

Published: 2026-03-15 | Origin: Hacker News

The author reflects on their experience working with AI models like Claude and Codex, noting that mental fatigue often leads to poorly crafted prompts, which result in subpar AI responses. They describe instances where tiredness causes them to miss important context in prompts, leading to worse outcomes. The author is currently dealing with bugs in parsing large files, a process made slow by the necessary iterations and context requirements. They emphasize the importance of recognizing when they're not enjoying the prompt-writing process as a signal to take a break

The rise of malicious repositories on GitHub

Published: 2026-03-15 | Origin: /r/programming

The article discusses a rising trend of malicious repositories on GitHub, with the author expressing concern over GitHub's lack of action. The author discovered a fake repository designed to mimic a legitimate one, which only offers Windows binaries and lacks technical details in its README. Despite reporting this repository, it remains active. The author further searched for similar malicious repositories and identified over 100, some created with language models to attract traffic. He cautions against downloading from such repositories and notes that browsers now flag many of

The 49MB web page

Published: 2026-03-15 | Origin: Hacker News

The author criticizes modern news websites, such as the New York Times, for their excessive use of data and resources, highlighting that a simple visit to their site can involve 422 network requests and 49 megabytes of data, which can take two minutes to load. This excessive loading time leads many tech-savvy individuals to use ad blockers. The author draws comparisons to the past, noting that a webpage now can be larger than the size of Windows 95 and equivalent to downloading multiple MP3 songs

Chrome DevTools MCP (2025)

Published: 2026-03-15 | Origin: Hacker News

The content describes updates to the Chrome DevTools MCP (Managed Chrome Profile) server, enhancing its capabilities. Notable improvements include the introduction of an auto connection feature for coding agents to directly connect to active browser sessions. This update is part of Chrome M144, currently in Beta, and builds on existing remote debugging functionalities. To use this feature, developers must enable remote debugging in Chrome settings. When configured with the --autoConnect option, the MCP server can automatically connect to a Chrome instance and request

Stop Sloppypasta

Published: 2026-03-15 | Origin: Hacker News

The content discusses how receiving AI-generated responses forwarded by colleagues can create an imbalance in work effort during discussions. When someone shares a lengthy, generic response from a chatbot without critical review or context, it imposes additional reading and validation work on the recipients, who are already engaged in a specific topic. This can disrupt ongoing conversations, as participants must sift through irrelevant information instead of focusing on the discussion. The intention behind sharing the AI-generated content may be positive, but it often ends up being counterproductive and

LLM Architecture Gallery

Published: 2026-03-15 | Origin: Hacker News

The content provides an overview of a web page dedicated to architecture figures and fact sheets related to various large language models (LLMs). It includes materials from "The Big LLM Architecture Comparison" and "A Dream of Spring for Open-Weight LLMs," focusing specifically on architecture panels. Users can click on figures for enlargement and access relevant articles through model titles. An issue tracker is available for users to report inaccuracies or problems with the content. Additionally, a high-resolution physical poster of the architecture figures

SpiceCrypt: A Python library for decrypting LTspice encrypted model files

Published: 2026-03-15 | Origin: Hacker News

The content describes a specialized Python library called SpiceCrypt designed for decrypting LTspice® encrypted model files. It supports both text-based (.CIR / .SUB) and binary file formats, automatically detecting the format during decryption. The library can be installed as a tool or added as a dependency in projects. It offers a command called `spice-decrypt` for decrypting files, either from in-memory strings or file paths, returning the decrypted text along with CRC-based verification values. Spice

Rack-Mount Hydroponics

Published: 2026-03-15 | Origin: Hacker News

In early 2026, the author began an unconventional project of growing lettuce in a spare server cabinet, despite the many reasons it might not be ideal. This decision stemmed from having two 42U rack cabinets when only needing 10U, making it impractical to remove the extra cabinet. The author expresses a desire to move away from computers and into farming, viewing this as a stepping stone. To grow the lettuce, they implemented a flood and drain (or ebb and flow) hydropon

INC – host and hot-swap game engines as modules. Doom 3, Quake 3, STALKER on the same 5kb runtime

Published: 2026-03-15 | Origin: /r/programming

Of course! Please provide the content you would like me to summarize, and I'll be happy to help.

A most elegant TCP hole punching algorithm

Published: 2026-03-15 | Origin: Hacker News

TCP hole punching is a technique for establishing connections between two computers located behind NAT (Network Address Translation) routers. It necessitates specific conditions: both computers must know each other's WAN (Wide Area Network) IP addresses, the appropriate external ports, and they must initiate the connection simultaneously. This process typically involves using STUN (Session Traversal Utilities for NAT) to discover WAN IPs, conducting NAT type enumeration, timing synchronization with NTP (Network Time Protocol), and exchanging necessary metadata through some communication channel

A browser recreation of the original Game Boy Camera workflow.

Published: 2026-03-15 | Origin: /r/programming

Of course! Please provide the content you'd like me to summarize.

Branch prediction

Published: 2026-03-15 | Origin: /r/programming

The content is a pseudo-transcript for a talk on branch prediction held at Two Sigma on August 22, 2017, to launch the "localhost" talk series organized by RC. The speaker engages the audience by asking how many use branches in their code, resulting in a majority raising their hands. They then highlight a common knowledge gap, suggesting that fewer would feel confident about understanding CPU branch execution and prediction. The talk's objective is to elucidate how CPUs perform branch prediction and to cover classic

Tree Search Distillation for Language Models Using PPO

Published: 2026-03-15 | Origin: Hacker News

The post discusses the application of Monte Carlo Tree Search (MCTS) in enhancing language models, specifically Qwen-2.5-1.5B-Instruct, to achieve improved performance in the combinatorial arithmetic game Countdown. The author contrasts this investigation with the limited success found by DeepSeek-R1, attributing some challenges to their choice of MCTS algorithms. The distilled model demonstrated a significant improvement in performance, scoring an average mean@16 evaluation of 11.3%, a notable enhancement

SBCL Fibers – Lightweight Cooperative Threads

Published: 2026-03-14 | Origin: Hacker News

The document is a draft detailing the development of lightweight userland cooperative threads, or "fibers," for SBCL (Steel Bank Common Lisp). It is under ongoing development, and readers can access its evolving content on the fibers-v2 branch at GitHub. Key sections of the document include: - **Introduction**: Overview of the subject. - **Programming API**: Interface details for developers. - **Architecture Overview**: Description of the system's structure. - **Context Switching**: Mechan

Ageless Linux – Software for humans of indeterminate age

Published: 2026-03-14 | Origin: Hacker News

Ageless Linux is an operating system that does not seek to know the age of its users, though it acknowledges legal requirements to inquire about age without enforcing them. The company clarifies that it complies with California's AB 1043 legislation, asserting its status as an operating system provider by controlling the software identified in the file /etc/os-release. Users who run the Ageless Linux conversion script also become operating system providers. The discussion includes the implication that all applications available in the Debian repository fall under this

Allow me to get to know you, mistakes and all

Published: 2026-03-14 | Origin: Hacker News

The author expresses frustration with messages that have been altered by a language model (LLM), particularly in personal or internal communications. They believe that using an LLM detracts from the original intention of the message and obscures the nuances of the sender's tone, emphasis, and style. This, in turn, disrupts the way recipients interpret messages based on their understanding of the sender. The author emphasizes the importance of genuine communication, allowing for personal imperfections and idiosyncrasies, as it

Show HN: Han – A Korean programming language written in Rust

Published: 2026-03-14 | Origin: Hacker News

Han is a general-purpose, statically-typed programming language that uses Korean keywords and is compiled via LLVM IR. It features a tree-walking interpreter for immediate execution and is built entirely in Rust. The language aims to make programming accessible in different languages, using Hangul, the scientifically designed Korean script, as a primary syntax. Han allows users to create and run programs easily, with support for various programming concepts like data types, control flow, functions, and more. Hangul's structure emphasizes clarity