News Nug
Tokasaurus: An LLM inference engine for high-throughput workloads

Published: 2025-06-05 | Origin: Hacker News

The content announces the release of Tokasaurus, a new large language model (LLM) inference engine developed by a team from Stanford, including Jordan Juravsky, Ayush Chakravarthy, Ryan Ehrlich, Sabri Eyuboglu, Bradley Brown, Joseph Shetaye, Christopher Ré, and Azalia Mirhoseini. Tokasaurus is optimized for throughput-intensive workloads, benefiting from low CPU overhead and dynamic groupings for small models. For larger models, it supports asynchronous tensor

APL Interpreter – An implementation of APL, written in Haskell (2024)

Published: 2025-06-05 | Origin: Hacker News

APL is an array programming language that employs a single data type: the multidimensional array. Although this may seem limiting, it encourages a compact and expressive syntax that promotes high-level problem-solving. APL's syntax consists of single Unicode symbols for built-in functions and operators, which requires a different mindset for programming. It shares similarities with functional programming, emphasizing the composition of functions and a focus on global properties over low-level recursion. The author's initial goal was to explore APL deeply, with Haskell as

Programming language Dino and its implementation

Published: 2025-06-05 | Origin: /r/programming

The content emphasizes the importance of feedback, indicating that all input is carefully considered. It discusses the programming language DINO, mentioning some technical aspects and testing processes, specifically running shell scripts to install COCOM and DINO. The text highlights DINO's performance advantages, such as achieving the best results and successfully using hints for Just-In-Time (JIT) compilation, pure functions, and inline functions. It contrasts DINO's efficiency with other languages like Scala, PyPy, and Ocaml,

Defending adverbs exuberantly if conditionally

Published: 2025-06-05 | Origin: Hacker News

The author reflects on the negative perception of adverbs in writing, advocating for their use as an essential part of language rather than something to avoid. Despite the prevalent advice in writing programs and guides to eschew adverbs—often linked to notable figures like Stephen King—the author argues against this blanket ban, emphasizing the importance of adverbs in expressing nuance and character voice. They reconnect this discourse to their recent novel, "Metallic Realms," which has received positive reviews. The author invites readers to

CFP and Call for Ruby Startups for the SF Ruby Conference 2025

Published: 2025-06-05 | Origin: /r/ruby

Of course! Please provide the content you would like summarized.

Prolly Trees: The useful data structure that was independently invented four times (that we know of)

Published: 2025-06-05 | Origin: /r/programming

Multiple Discovery refers to a scientific phenomenon where the same discovery is made independently by different individuals around the same time. Notable examples include calculus, independently developed by Isaac Newton and Gottfried Leibniz, and the theory of evolution, formulated by Charles Darwin and Alfred Russel Wallace. This concept suggests that discoveries often arise from prevailing social conditions rather than from individual efforts, indicating that once certain conditions are met, similar discoveries tend to occur in quick succession. Such instances may not always be recognized immediately,

Boredom Over Beauty: Why Code Quality is Code Security

Published: 2025-06-05 | Origin: /r/programming

The post discusses how vulnerabilities in software often arise from complexity and chaos, emphasizing that predictable, well-structured code is crucial for security. It points out that many security concepts in the blockchain space are reminiscent of established practices in traditional security, underscoring the importance of studying these lessons for improved industry security. A key takeaway is that code quality is synonymous with code security; neglecting code quality undermines security efforts. The document critiques a reactive approach to security, where projects focus solely on fixing known vulnerabilities

A programming system

Published: 2025-06-05 | Origin: /r/programming

The author outlines their thoughts on the features of an ideal dynamic language environment, emphasizing simplicity and comprehensibility. They express a preference for smaller systems, like Lua, which inspired them to consider creating their own bytecode interpreter. The discussion notes that many programming languages and environments have quirks stemming from historical design choices, which some users accept or even defend. The piece highlights the relationship between programming languages and their environments, noting that while they are often tightly coupled (like JVM and Java), there are exceptions

JmeterPerf Gem - Dynamically generate JMeter jmx, run performance tests and more!

Published: 2025-06-05 | Origin: /r/ruby

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Decrease in Entry-Level Tech Jobs

Published: 2025-06-05 | Origin: /r/programming

SignalFire's recent report leverages data from their Beacon AI platform, which monitors over 650 million professionals and 80 million organizations, to provide insights into hiring trends. The report highlights a significant decline in entry-level tech jobs, showing a 50% drop in Big Tech and a 30% decrease in startups compared to pre-pandemic levels. From 2023 to 2024, reductions of 24.8% and 10.7% were observed in Big Tech and startups,

The impossible predicament of the death newts

Published: 2025-06-05 | Origin: Hacker News

Doug Muir's June 5, 2025, post discusses the Rough-Skinned Newt (Taricha granulosa), the most toxic newt in the world, native to the Pacific Northwest of North America. This small amphibian can produce enough poison to kill several adult humans, although it is toxic rather than venomous; handling it is safe as long as one washes their hands thoroughly afterward. The extreme toxicity of this newt is the result of an evolutionary "arms race" with

10 Years of Betting on Rust

Published: 2025-06-05 | Origin: /r/programming

In a reflective piece by Alec Mocatta, the founder of a Rust-based startup, he discusses his journey with the Rust programming language since its 1.0 release in June 2015. Coming from a background in C, Python, and JavaScript, he has written 500k lines of Rust code and shares insights on various challenges and benefits encountered along the way. Mocatta highlights initial issues with version compatibility among crates and the compiler, which often required extensive effort to find compatible combinations during

Premature Design Is Not Design

Published: 2025-06-05 | Origin: /r/ruby

In his 1974 paper "Structured Programming With go to Statements," Donald Knuth emphasized that optimizing code often complicates it, especially during the exploratory phase of development when clarity is essential. He argued that optimization should occur only after understanding the code's needs and when major structural changes are unlikely. The author of the summary reflects on their own past mistakes of over-engineering code too early, driven by the fear of future inadequacies. They now believe that design should evolve alongside the code and be implemented

A good development environment is likely much more about soft-skills than anything else

Published: 2025-06-05 | Origin: /r/programming

The author emphasizes a crucial lesson learned in software development: all software has defects, and claims of 100% bug-free or secure code are typically false. While some codebases maintain high quality, many are rushed due to pressures from higher-ups to deliver quickly, leading to long-term technical debt. The author distinguishes between developers who produce high-quality code but lack teamwork skills and those who, despite producing less output, prioritize collaboration and understanding their code's impact on others. Developers who accept the imperfect nature of

Track Errors First (a Plea to Focus on Errors over Logs, Metrics and Traces)

Published: 2025-06-05 | Origin: /r/programming

Observability is often associated with collecting dashboards, traces, metrics, and logs, but a critical component frequently overlooked is error tracking, particularly examining raised exceptions. Exceptions serve as direct signals from the code, indicating that something unexpected has occurred and pinpointing where the assumptions made by the programmer have failed. This makes exceptions highly valuable for observability. While logs, metrics, and traces are useful, they don't explicitly indicate where code issues arise. Therefore, tracking errors provides more actionable insights. Instead of focusing solely

Tracking Copilot vs. Codex vs. Cursor vs. Devin PR Performance

Published: 2025-06-05 | Origin: Hacker News

The content discusses tracking the performance of different coding agents and provides options to learn more about each agent and explore their metrics. It mentions that an interactive chart is not loading and only a static version is available. The last update occurred on June 9, 2025. There is also a link to view more information on GitHub.

Old payphones get new life, thanks to Vermont engineer

Published: 2025-06-05 | Origin: Hacker News

Electrical engineer Patrick Schlott has taken up a hobby of buying and reworking secondhand payphones to provide free public phone service in rural Vermont through his company, RandTel. Recognizing that not everyone has reliable cell phone access, especially in remote areas, Schlott aims to educate the community about the long history of the US telephone system while offering a valuable service. RandTel currently operates three payphones, with one notable installation being a solar-powered rotary phone from the 1950s at Randolph's

Modeling land value taxes

Published: 2025-06-05 | Origin: Hacker News

The author has recently published two reports analyzing the impact of land value tax (LVT) shifts in South Bend, IN, and Syracuse, NY. These reports illustrate how taxing land more heavily than buildings could affect residents and the economy in these cities. To facilitate further analysis, the author created an open-source repository called LVTShift, which allows users to model their own LVT scenarios. This includes a step-by-step guide for replicating the findings from the South Bend report. The author encourages readers

Show HN: I made a 3D SVG Renderer that projects textures without rasterization

Published: 2025-06-05 | Origin: Hacker News

The author is developing a simple 3D object to SVG renderer in TypeScript for rendering circuit boards in React and has discovered a method to achieve perspective transformations in SVGs, which do not inherently support them. Instead of creating large SVGs, the author suggests simulating perspective using affine transformations, which are limited to 2D. To approximate the necessary transformations, several ideas were considered: 1. Redraw images with distortion, which can be costly and would require converting SVGs to bitmaps,

A Spiral Structure in the Inner Oort Cloud

Published: 2025-06-04 | Origin: Hacker News

The website requires users to confirm they are human by ticking a box. If users encounter issues, they should contact the website through the provided link and include a screenshot of the problem.