News Nug
Understanding the Go Compiler: The Linker

Published: 2026-02-08 | Origin: Hacker News

In the previous post, we discussed how the compiler converts optimized SSA into machine code and packages it into object files, with each file containing compiled code for a specific package. However, programs consist of multiple packages that are independently compiled into their own object files, which cannot run by themselves. This is where the linker plays a crucial role by combining these object files into a single executable file that the operating system can execute. The linker undertakes four primary tasks: 1. **Symbol Resolution**: It resolves

Linecounter lists Ruby files with lines of code, churn, control flow branches, and avg loc per structure within a second.

Published: 2026-02-08 | Origin: /r/ruby

The document emphasizes the importance of feedback, stating that every piece is read and taken seriously. It points to the documentation for available qualifiers. The script q.rb provides detailed statistics on Ruby files, including lines of code, git commit churn, control flow, and average lines of code per structure (such as associations and macros). The --repo option is mandatory; if not provided, the script will only display the requirement for it and then exit. Additionally, there is a note about an error occurring while loading

Rugo: Ruby-like syntax, Shell power, Go binaries

Published: 2026-02-08 | Origin: /r/ruby

The content emphasizes the importance of user feedback and highlights the features of Rugo, an agent product driven by Opus 4.6, which combines Ruby-like syntax, Shell power, and Go binaries. It suggests that as software abundance grows and agents start composing code, the significance of programming languages may diminish. It also issues a warning about the experimental nature of Rugo, likening its reliability to an experiment that could potentially fail. Lastly, it invites users to check documentation for available qualifiers.

Technical writeup: Implementing Discord’s rate limiting, gateway management, and “clarity over magic”

Published: 2026-02-08 | Origin: /r/programming

ScurryPy is a Discord API wrapper developed in Python, designed to simplify the user experience by minimizing unnecessary complexity. Unlike other libraries, ScurryPy stands out due to its concise core, consisting of under 1000 lines of code. It emphasizes modularity by providing distinct components without assumptions about user needs or reliance on circular imports, making it easier for developers to utilize the building blocks provided. The writeup will explore key elements of ScurryPy, including its HTTP and rate limiting, Gateway logic

My Grandma Was a Fed – Lessons from Digitizing Hours of Childhood

Published: 2026-02-08 | Origin: Hacker News

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

Exploring a Modern SMTPE 2110 Broadcast Truck

Published: 2026-02-08 | Origin: Hacker News

In October, the author and their father had the opportunity to go behind the scenes at two St. Louis Blues NHL games to observe the intricacies of modern digital sports broadcasting. The author was particularly interested in the timing and digital aspects of an SMPTE 2110 mobile unit, while their father, an experienced engineer, appreciated the experience from a professional perspective. They engaged with various members of the broadcast team, including announcers and camera operators. The author learned about technical details such as the use of

The Little Learner: A Straight Line to Deep Learning (2023)

Published: 2026-02-08 | Origin: Hacker News

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“Nothing” is the secret to structuring your work

Published: 2026-02-08 | Origin: Hacker News

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

My eighth year as a bootstrapped founder

Published: 2026-02-08 | Origin: Hacker News

Eight years ago, the author left their job as a developer at Google to start a bootstrapped software company and shares annual updates about their journey as an indie founder. In the past year, they made $16.3k in revenue and $8.2k in profit, which is insufficient to support a family solely, though their wife also works, and they have savings. The primary revenue source has been a book aimed at helping developers with their writing, which included a successful Kickstarter yielding $

AI Makes the Easy Part Easier and the Hard Part Harder

Published: 2026-02-08 | Origin: /r/programming

The content discusses developer experience and the challenges faced in engineering organizations, particularly in the context of AI workflows and the importance of quality. A friend attended a panel that highlighted common issues such as the detrimental effects of sacrificing quality, the perpetual demand for high velocity, and the realization that AI may not always enhance productivity. The author reflects on how developers historically engaged with online resources for problem-solving, contrasting it with the current trend of relying on AI, which may lead to a lack of understanding and critical thinking.

How to Reduce Telemetry Volume by 40% Smartly

Published: 2026-02-08 | Origin: /r/programming

Elizabeth from SigNoz introduces a newsletter focused on observability, OpenTelemetry, open-source, and related engineering topics. The team at SigNoz, passionate about these areas, aims to share valuable insights and encourages subscriptions. The piece discusses the use of OpenTelemetry, highlighting auto-instrumentation as a powerful tool for observability. However, it warns that while auto-instrumentation captures comprehensive telemetry, it can lead to excessive data, creating noise that obscures actionable insights. This surplus often stems

Quartz crystals

Published: 2026-02-08 | Origin: Hacker News

The article discusses the historical and ongoing relevance of quartz crystals in radio technology, beginning with their use in the 1920s and their mass production during World War II, initially sourced from natural Brazilian quartz. Today, over 2 billion quartz crystals are produced annually, predominantly serving as clocking mechanisms for microprocessors. The text emphasizes the critical role of quartz crystals in ensuring stability in oscillators, noting a significant incident in 1972 where a train crash was attributed to a faulty crystal oscillator. Quartz

Deep dive into Hierarchical Navigable Small Worlds

Published: 2026-02-08 | Origin: /r/programming

The document discusses the Hierarchical Navigable Small Worlds (HNSW) algorithm, a popular method for approximate nearest neighbor search. The goal of this algorithm is to efficiently find the nearest vector to a given query vector within a large dataset of vectors. A brute-force approach is impractical due to the potential size of the dataset, which can contain billions of vectors and high dimensionality (up to 4096 dimensions). To optimize the search, HNSW leverages a data structure that represents "

How Google Finds Websites (It’s Not Magic)

Published: 2026-02-08 | Origin: /r/programming

In the second episode of the series "Behind The Screen," the focus is on web crawlers, essential software that significantly enhances tech by enabling search engines to display results. The episode discusses the core concept of web crawlers, which systematically browse the internet to download and index content from websites, creating databases for search engines. Instead of delving into specific implementations by companies like Google or Yahoo, the episode outlines the general workings of web crawlers. The process begins with a Crawl Manager, which receives a

The silent death of Good Code

Published: 2026-02-08 | Origin: /r/programming

Amit Prasad expresses his long-standing passion for writing “Good Code™”, which he defines as code that is easy to read, maintain, and serves a specific purpose. He emphasizes that good code arises from a mix of talent, experience, passion, and time investment, yet notes that it is quite rare. As a software engineer, Prasad clarifies that his role is not strictly about writing good code but creating software that effectively solves problems. He shares an anecdote about a colleague at Modal

Vouch

Published: 2026-02-08 | Origin: Hacker News

The content discusses a community trust management system based on explicit vouches to facilitate interactions within a project. Participants must be vouched for to access certain project areas, and they can also be denounced to restrict participation. The system is designed to be generic and easily applicable to any project, with built-in integration for GitHub. Trust can be expanded through interconnected vouch lists across projects, allowing users deemed trustworthy in one project to be trusted in others. This system is currently experimental, implemented by Ghostty

Haskell for all: Beyond agentic coding

Published: 2026-02-08 | Origin: Hacker News

The author expresses a generally positive view of AI but critiques "agentic coding," stating it often does not enhance productivity and can reduce user comfort with codebases. This conclusion is based on personal experiences, interviews with job candidates who performed poorly when using such tools, and research studies that show users of agentic coding do not achieve better outcomes. While the author sees potential for improvement in agentic coding, they assert it currently harms software development. Instead, the author advocates for exploring alternative AI solutions in software

Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

Published: 2026-02-08 | Origin: Hacker News

The content discusses a local AI assistant called LocalGPT, which is built in Rust and features persistent memory and autonomous tasks, with a compact binary size of approximately 27MB. It is inspired by and compatible with OpenClaw. Users can install it via Cargo. LocalGPT utilizes plain markdown files for memory storage, indexed with SQLite for efficient keyword and semantic searches. Configuration settings are found in the `~/.localgpt/config.toml` file. The author shares the experience of building LocalGPT

FOSDEM 2026 - Hacking the last Z80 computer ever made

Published: 2026-02-08 | Origin: /r/programming

The Z80 CPU was widely used in home computers during the 1980s, but its usage declined with the rise of 16-bit and 32-bit processors, primarily continuing in legacy systems like the Amstrad PCW. However, in 1999, Cidco introduced the MailStation, a new computer featuring a Z80 CPU running at 12 MHz and equipped with 128 kB of RAM. This device was designed specifically for sending and receiving emails, targeting users who found

Font Rendering from First Principles

Published: 2026-02-08 | Origin: Hacker News

The article discusses the complexities of font rendering technology, specifically focusing on the author's personal implementation of font rendering using the TrueType Font (TTF) file format, as opposed to using established libraries like FreeType. The author notes that FreeType consists of over 200,000 lines of code, highlighting the challenges involved in rendering text. By creating their own TTF parser, the author aims to simplify the process, especially since TTF is widely used for Latin alphanumeric glyphs, which meet their