News Nug
Microservices: Shackles on your feet

Published: 2026-03-14 | Origin: /r/programming

The content, dated March 14, 2026, by Emirhan Yildirim, highlights a new tool or resource created specifically for developers, designed to eliminate the need for Google searches.

Mathematics Distillation Challenge – Equational Theories

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

In a blog post by Terence Tao dated March 13, 2026, he discusses updates on his research and various mathematics-related topics, emphasizing the importance of collaborative mathematical work. He contrasts traditional methods, where a few mathematicians tackle complex problems, with a broader approach involving many mathematically inclined individuals focusing on less deep yet interesting problems. Tao reflects on the success of the "Polymath projects" for collaboration and mentions the rise of formalization projects, including the Equational Theories Project

The Roadmap Is Not the System

Published: 2026-03-14 | Origin: /r/programming

The author reflects on their father's experience building a house in the village, highlighting the difference between visible planning (designing the house and garden) and the underlying complexities that ultimately determined the project's outcome (budget, contractors, and compromises). They draw parallels to project management, arguing that like the house, roadmaps often focus on visible aspects rather than the deeper structural issues that influence results. The author criticizes the common belief that prioritization alone can solve project challenges, suggesting instead that authority and negotiation dynamics among

What I learned trying to block web scraping and bots

Published: 2026-03-14 | Origin: /r/programming

The author shares their insights on building systems to block bots and scrapers, detailing various techniques and their effectiveness. They note that blocking an IP address is a temporary solution, as bots can easily switch to new ones. A more effective method is to block Autonomous System Numbers (ASNs), which can be used to identify the hosting services associated with those IPs. However, that approach can lead to blocking legitimate users, especially since malicious actors often use residential proxies. The author mentions services like IPInfo that

Red, Green, Premature Refactor

Published: 2026-03-14 | Origin: /r/programming

The author reflects on the concept of premature abstraction in software development, particularly in relation to the "Red, Green, Refactor" methodology. After meeting Ward Cunningham at an Extreme Programming Users Group meeting, the author learned that instead of seeking permission to refactor code, one should present two estimates: the time needed to prepare for a feature and the time to implement it. This approach aligns with the idea of "the last responsible moment," which suggests delaying decisions until they are necessary. Over time,

Optimizing Content for Agents

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

The author critiques the idea of LLMs.txt as being mostly useless, suggesting that AI can effectively utilize existing APIs without unnecessary abstractions. However, they argue that optimizing content for AI agents is crucial, as these agents operate similarly and have specific behaviors, such as managing context efficiently. The correct approach to content optimization is through content negotiation, where requests indicate the presence of an agent. The author highlights their own experience at Sentry, where they optimize documentation to be more actionable for agents by using MD

Reinventing Python's AsyncIO

Published: 2026-03-14 | Origin: /r/programming

The author reflects on discovering tinyio, a simple Python package that implements an event loop with minimal complexity. Initially impressed, the excitement waned upon realizing that tinyio lacks direct I/O handling. The project, however, reinforced the author's belief that creating an async runtime is achievable without AsyncIO's complexities. The author expresses frustration with AsyncIO's confusing design, particularly the unclear distinction between protocols and transports, suggesting that the existence of multiple explanations indicates poor design. The author appreciates tinyio's straightforwardness

What's new in Herb v0.9

Published: 2026-03-13 | Origin: /r/ruby

Herb v0.9 has been released, introducing an enhanced toolchain for HTML+ERB templates, including a fast C-based parser, linter, formatter, language server, and rendering engine, compatible with Ruby, Node.js, Java, Rust, and WebAssembly. This release marks a milestone with contributions from 13 developers and focuses on stability and practical features to establish a solid foundation for future advancements, such as reactivity in the rendering engine. Key improvements include better handling of Action View

I found 39 Algolia admin keys exposed across open source documentation sites

Published: 2026-03-13 | Origin: Hacker News

In October, a security researcher reported an exposed Algolia admin API key on vuejs.org, leading to its acknowledgment and resolution by Vue, which also recognized the researcher in their Security Hall of Fame. This incident raised concerns about similar vulnerabilities across other DocSearch sites, revealing that many were indeed at risk. Algolia’s DocSearch, a service that indexes documentation sites and provides API keys, had some keys with full admin permissions instead of the intended search-only access. The researcher used Algolia’s archived

Jerry Lawson Doodle is Turing-Complete

Published: 2026-03-13 | Origin: /r/programming

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More than 135 open hardware devices flashable with your own firmware

Published: 2026-03-13 | Origin: Hacker News

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

Race conditions in generated code (tested across 10 models, 5 runs)

Published: 2026-03-13 | Origin: /r/programming

In a review of a software-as-a-service product's codebase, Tyler Batten uncovered a significant vulnerability in a credit-gated AI feature designed to manage costs. The developer implemented a mechanism that checks user credits, calls an AI model, and then deducts credits. However, the flaw lies in the timing: while waiting for the AI model's response, users can send multiple requests, each checking and approving their balance before any deductions occur. This allows a user with minimal credits to generate substantial costs

Bubble Sort Visualization

Published: 2026-03-13 | Origin: /r/ruby

This tutorial guides you through creating an animated Bubble Sort visualization using Ruby and the Ruby2D graphics library. By the end, you'll have a window displaying animated bars that represent sorting in real time. To get started, you need to install the Ruby2D gem and verify the installation. Each number in the array is represented as a vertical bar, and the Bubble Sort algorithm works by comparing adjacent elements and swapping them if they are out of order. You will begin by requiring Ruby2D and creating

Mouser: An open source alternative to Logi-Plus mouse software

Published: 2026-03-13 | Origin: Hacker News

The content describes a lightweight, open-source application called Mouser, designed as a local alternative to Logitech Options+ for remapping buttons on the Logitech MX Master 3S mouse. It operates without telemetry, cloud integration, or the need for a Logitech account. The user interface features an interactive diagram of the mouse, allowing users to customize button actions easily by clicking on designated hotspots. Installation is straightforward, requiring only a download and extraction of files, with the application launching immediately after execution. Additionally, there

Hammerspoon

Published: 2026-03-13 | Origin: Hacker News

The content emphasizes the importance of user feedback and encourages users to refer to the documentation for available qualifiers. It introduces Hammerspoon as a powerful automation tool for macOS, functioning as a bridge between the OS and Lua scripting. Users must create a configuration file, `~/.hammerspoon/init.lua`, to utilize its features, as it starts with no built-in functionalities. Hammerspoon builds on the foundations of Mjolnir but aims to offer a more integrated experience. The primary goal of

1M context is now generally available for Opus 4.6 and Sonnet 4.6

Published: 2026-03-13 | Origin: Hacker News

The Claude Platform has introduced standard pricing across a 1 million token context window for both Opus 4.6 and Sonnet 4.6 models, eliminating the long-context premium. Pricing is set at $5/$25 per million tokens for Opus and $3/$15 for Sonnet, with the same rate for any token request, regardless of size. Key updates include: - 1M context is available to Max, Team, and Enterprise users of Claude Code with Opus

What we learned from a 22-Day storage bug (and how we fixed it)

Published: 2026-03-13 | Origin: /r/programming

The blog post from Mux Video, published on March 2, 2026, discusses their unique Just-In-Time transcoding feature, which allows video content to be quickly viewable during playback. This requires a complex, scalable system involving various components such as encoding, storage, and low-latency streaming. Recently, they experienced an incident between January 8 and February 4, where approximately 0.33% of audio and video segments were served corrupted, causing issues like audio dropouts

chicken nuget | daniel.haxx.se [curl on nuget.org]

Published: 2026-03-13 | Origin: /r/programming

NuGet.org, a Microsoft-operated service for packaging and sharing software primarily targeted at .NET developers, continues to host outdated and insecure curl packages three years after the issue was first reported. A recent search revealed multiple outdated curl versions, including a widely downloaded package, rmt_curl, which provides curl version 7.51.0, known to have 64 vulnerabilities. Despite earlier warnings, new problematic packages have emerged, raising concerns about user safety and security. The author expresses frustration at the unchanged

Claude Tips for 3D Work

Published: 2026-03-13 | Origin: Hacker News

Dave, a designer who builds directly in the browser, shares his experiences with Claude Code, an AI tool he finds both valuable and occasionally challenging for his projects. While he still prefers to hand-write the more critical aspects of his work, such as CSS and design architecture, he often relies on Claude for generating code once he has established the basic structure. Despite acknowledging the need for extensive edits post-generation, he manages the AI's outputs by monitoring its live edit feed and making corrections as necessary. Dave notes

Can I run AI locally?

Published: 2026-03-13 | Origin: Hacker News

The content provides a summary of various AI models available, detailing their sizes and key features. It includes models from several companies, categorized by different parameters such as size (from 0.8 billion to 1 trillion parameters) and functionality (multimodal capabilities, reasoning-focused, and lightweight). Key highlights include: - **Meta's 8B**: Noted for a good quality/speed ratio. - **OpenAI's 21B**: Offers configurable reasoning. - **Mistr