OAuth 2.1 Provider Framework for Cloudflare Workers: An AI-Assisted Security Library

2025-06-03
OAuth 2.1 Provider Framework for Cloudflare Workers: An AI-Assisted Security Library

This TypeScript library implements the provider side of the OAuth 2.1 protocol with PKCE support for Cloudflare Workers. It acts as a wrapper, automating token management and user authentication. Developers write regular fetch handlers; the library handles authentication. It's agnostic to user management and UI frameworks, storing only hashes, not secrets. Interestingly, the library's development involved AI model Claude, with Cloudflare engineers' security review validating AI's potential in software development. The library also features a novel approach to refresh token management, balancing security with resilience to transient errors.

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Development

Amiga 3000UX and Sun: A Deal That Never Was?

2025-07-05

This article investigates unsubstantiated rumors of a deal between Amiga 3000UX and Sun Microsystems. Conflicting accounts from Commodore engineers Dave Haynie and Bryce Nesbitt—one claiming Sun's interest in OEMing the Amiga 3000UX, the other suggesting Commodore's attempt to license Amiga UNIX to Sun—are analyzed. The author casts doubt on these narratives by examining the market and technological context, suggesting they are likely embellished internal rumors. The article concludes that a lack of concrete evidence prevents confirmation of a substantial deal; joint marketing efforts are a more plausible explanation.

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Tech

Tcl Tutorial: From Basics to Reusable Libraries

2025-03-16

This comprehensive Tcl tutorial covers everything from basic text output, variable assignment, and arithmetic operations to advanced topics like regular expressions, associative arrays, file access, subprocess invocation, and building reusable libraries. It progressively introduces core concepts such as loops, control flow, and data structures (lists, arrays, dictionaries), while also delving into practical skills like string manipulation, pattern matching, and debugging techniques. Whether you're a beginner or an experienced programmer, this tutorial provides a valuable resource for quickly mastering Tcl and building reusable libraries.

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Development

Easter Eggs & the Joy of Software Development

2025-02-11
Easter Eggs & the Joy of Software Development

A development team injected fun into the creation of their new product, Tapestry, by incorporating several Easter eggs. Starting with a spinning fidget spinner on the beta badge and evolving into a personalized, dynamic app icon “disco” based on user feedback, the team engaged users with playful surprises. These weren't mere additions; they were cleverly integrated into testing and bug-fixing processes. The article showcases the team's humor and creativity, illustrating how to infuse joy into every stage of software development.

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Development easter eggs

When to Disobey: Moral Autonomy in the Military

2025-02-17
When to Disobey: Moral Autonomy in the Military

This article explores the complex question of when a military officer should disobey orders, even legal ones. The author argues that blind obedience is insufficient and that officers possess a moral autonomy stemming from their oath to the Constitution and their responsibility to their subordinates. Using historical examples and personal anecdotes, the author contends that officers have an obligation to challenge illegal or ethically questionable orders, even at the risk of career repercussions. The piece criticizes a lack of Congressional oversight of military actions and the resulting lack of public accountability.

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Google's Gemini: Chrome's New AI Copilot

2025-05-21
Google's Gemini: Chrome's New AI Copilot

Google quietly launched Gemini, its AI assistant for Chrome, mirroring Microsoft's Copilot in Edge. Initially, Gemini summarizes web pages, answers questions, and creates personalized quizzes based on webpage content. Future plans include multi-tab support, website navigation, and task automation. Currently, access is limited to Google AI Pro and Google Ultra subscribers, with early access for Chrome Beta, Dev, and Canary users.

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AI

LAPD's Use of Dataminr to Monitor Pro-Palestine Protests Raises Privacy Concerns

2025-03-17
LAPD's Use of Dataminr to Monitor Pro-Palestine Protests Raises Privacy Concerns

The Los Angeles Police Department (LAPD) used Dataminr, a social media surveillance firm, to track pro-Palestine protests, raising concerns about privacy and freedom of speech. Dataminr provided real-time alerts to the LAPD, including information about upcoming demonstrations. Critics argue this infringes on First Amendment rights and could lead to self-censorship. Dataminr defends its actions by stating it only provides publicly available information, but its powerful data processing capabilities allow it to monitor information inaccessible to ordinary users. This incident highlights the potential threat of social media surveillance to freedom of speech and the ethical concerns surrounding government collaboration with private companies for mass surveillance.

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Qwen2.5-VL-32B: A 32B Parameter Visual-Language Model That's More Human-Friendly

2025-03-24
Qwen2.5-VL-32B: A 32B Parameter Visual-Language Model That's More Human-Friendly

Following the widespread acclaim of the Qwen2.5-VL series, we've open-sourced the new 32-billion parameter visual-language model, Qwen2.5-VL-32B-Instruct. This model boasts significant improvements in mathematical reasoning, fine-grained image understanding, and alignment with human preferences. Benchmarking reveals its superiority over comparable models in multimodal tasks (like MMMU, MMMU-Pro, and MathVista), even outperforming the larger 72-billion parameter Qwen2-VL-72B-Instruct. It also achieves top-tier performance in pure text capabilities at its scale.

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Deep Dive into 3FS: DeepSeek's Open-Source Distributed Filesystem

2025-04-17

DeepSeek released 3FS (Fire-Flyer File System), a distributed filesystem. This post explains distributed filesystems and 3FS's architecture. 3FS comprises four node types: Meta (metadata management), Mgmtd (management server), Storage, and Client. It uses the CRAQ (Chain Replication with Apportioned Queries) protocol for strong consistency. The post analyzes 3FS's performance characteristics and outlines future performance testing and improvement directions.

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WhatsApp Wins $511M in Lawsuit Against Spyware Firm NSO Group

2025-05-07
WhatsApp Wins $511M in Lawsuit Against Spyware Firm NSO Group

A jury awarded WhatsApp $511 million in damages—$167 million in punitive damages and $344 million in compensatory damages—in its lawsuit against the Israeli spyware firm NSO Group. NSO exploited a vulnerability in WhatsApp to remotely install Pegasus spyware on approximately 1,400 phones belonging to journalists, activists, and government officials. This landmark victory is a significant blow to the spyware industry and a win for privacy advocates.

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Tech

Neon Database Performance Debate: There's No Free Lunch

2025-07-05

Recently, there's been a lot of discussion on X/Twitter and by Planetscale's CEO regarding Neon database performance. The author points to a passage from *Project Hail Mary* highlighting that one system might be less efficient but far more scalable than another. This serves as a reminder that there's no silver bullet in distributed system design; both Neon and Planetscale excel in their own niches. While negativity and drama on X/Twitter attract attention, it's important to remember that there's no universally optimal solution.

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Development

The Hydraulic Analogy: A Detriment to Electronics Education

2024-12-30
The Hydraulic Analogy: A Detriment to Electronics Education

Many introductory electronics textbooks use the hydraulic analogy to explain circuits, comparing electric current to water flow and batteries to pumps. However, the author argues this analogy is deeply flawed, especially when explaining semiconductor components like JFETs and MOSFETs. The analogy fails to accurately represent their characteristic curves, ultimately hindering learning. The author advocates abandoning this inaccurate analogy and instead learning electronics from more fundamental principles.

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Nextcloud Accuses Google of Deliberately Crippling its Android Files App

2025-05-13
Nextcloud Accuses Google of Deliberately Crippling its Android Files App

European software vendor Nextcloud has accused Google of deliberately crippling its Android Files application, which boasts over 800,000 users. The issue centers around the 'All files access' permission, necessary for the app's file synchronization functionality. While Google offers privacy-focused alternatives, Nextcloud argues these are insufficient. Google revoked this permission in 2024, effectively breaking the app on the Play Store. Nextcloud believes this is part of a larger pattern of anti-competitive behavior by Big Tech, citing slow-moving regulatory processes and the lack of recourse for smaller companies. The app remains functional on F-Droid.

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Development Anti-competitive

Whoop 5.0 Upgrade U-Turn: Free or Fee?

2025-05-11
Whoop 5.0 Upgrade U-Turn: Free or Fee?

Fitness tracker maker Whoop faced a backlash over its Whoop 5.0 upgrade policy. Initially, Whoop announced users would need to pay extra or extend subscriptions to upgrade, contradicting its previous promise of free upgrades. This sparked outrage. Facing criticism, Whoop quickly revised its policy, offering free upgrades to users with over 12 months remaining on their subscription and allowing shorter-term subscribers to extend for a free upgrade. While Whoop claimed this was a response to user feedback, some users questioned the veracity of its prior free upgrade claims. The incident highlights the importance of product upgrade strategies and user communication.

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Tipping in America: A Complex Legacy

2025-04-27
Tipping in America: A Complex Legacy

Tipping in American restaurants is commonplace, but its history is complex. Introduced from Europe, it was initially resisted as un-American and classist. However, after the abolition of slavery, it became a primary income source for many Black service workers and spread through the Pullman railway company. Despite attempts at legislative abolition, it became entrenched, evolving into the current system with a 'tip credit' against minimum wage, leaving many service workers earning significantly less than the minimum wage. Today, the tipping system faces pressure from customers, employees, and restaurant owners, with its future uncertain but reform increasingly demanded.

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US Copyright Office: No New Laws Needed for AI-Assisted Works

2025-01-31
US Copyright Office: No New Laws Needed for AI-Assisted Works

The US Copyright Office declared this week that existing laws suffice to address copyright issues surrounding AI-assisted works, negating the need for new legislation. Over 10,000 comments urged stronger protections for artists in the age of AI. The office responded by referencing a 1965 precedent when similar authorship questions arose with the advent of advanced computer technology. Then, Register of Copyrights Abraham Kaminstein stated there's no one-size-fits-all solution. This remains the office's stance; only fully AI-generated content is ineligible for copyright protection. Works with human-authored expressive elements, even with AI assistance, retain copyrightability.

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PLAttice: A 3D-Printed, Assembled Lattice for Large Structures

2025-05-10

Zach Fredin developed PLAttice, an assembled lattice structure entirely 3D-printed from PLA. Composed of struts, nodes, and pins, PLAttice allows for the reversible construction of structures significantly larger than the printer bed. A successful test built a square box truss weighing approximately 800 g/m, capable of spanning up to 4 meters before buckling. While the PLA struts are the weakest link, the design offers a novel approach to building large structures; future iterations could utilize stronger materials for the struts. PLAttice includes additional components like feet for mounting and specialized tools for assembly and disassembly. Although assembly isn't effortless, PLAttice enables the creation of interesting and useful structures, such as a kitchen pendant lamp. The project's files are released under CC-BY-SA 4.0.

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GameNode: Manage Your Entire Game Collection in One Place

2025-04-08

Tired of managing your game library scattered across multiple platforms? GameNode is the solution! This platform lets you virtually manage all your games, update your backlog, rate played titles, and add anticipated releases to your wishlist. Connect with friends, follow their activity, and stay updated on everyone's latest gaming sessions. GameNode imports games and playtime from various sources, simplifying the process. Coming soon to iOS.

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arXivLabs: Experimental Projects with Community Collaboration

2025-09-22
arXivLabs: Experimental Projects with Community Collaboration

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who adhere to them. Got an idea for a project that will benefit the arXiv community? Learn more about arXivLabs.

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Development

SingleFile: Save Entire Webpages as Single HTML Files

2024-12-21
SingleFile: Save Entire Webpages as Single HTML Files

SingleFile is a powerful web extension and CLI tool that saves complete web pages as a single HTML file. Compatible with Chrome, Firefox, Edge, and more, it offers convenient page saving, multi-tab processing, annotation capabilities, and even allows uploading saved pages to Google Drive or GitHub. Customize shortcuts and settings to tailor it to your needs.

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Development webpage saving

LibreOffice at 40: New Tricks for an Old Dog

2025-02-13
LibreOffice at 40:  New Tricks for an Old Dog

LibreOffice, the open-source office suite celebrating its 40th anniversary, showcased impressive new features at FOSDEM 2025. Allotropia's work on distributed real-time collaboration for Writer, using CRDTs, enables simultaneous editing similar to Google Docs but locally, without needing an internet connection. Furthermore, ZetaOffice, a WebAssembly port of LibreOffice, runs in any browser on any OS and CPU, and is scriptable via JavaScript. This offers powerful rich text editing capabilities for web apps, potentially challenging Microsoft's dominance and breathing new life into LibreOffice.

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Two Thumb Rules for Efficient Code

2025-05-17

This article presents two practical tips for improving code efficiency: moving `if` conditions upwards and `for` loops downwards. Moving `if` conditions to the caller function reduces branching, simplifies control flow, and improves readability. Moving `for` loops to where batch data is processed leverages batch processing advantages, improves performance, and potentially unlocks vectorization. These two tips complement each other, effectively enhancing code efficiency, especially when handling large amounts of data.

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Development

Comcast's Price Transparency Issues Lead to Massive Customer Loss

2025-04-26
Comcast's Price Transparency Issues Lead to Massive Customer Loss

Comcast reported a net loss of 183,000 residential broadband customers in Q1 2025, a significant increase from the previous year. President Mike Cavanagh attributed this to a lack of price transparency and a poor customer experience. In response, Comcast is simplifying its pricing structure and offering a five-year price guarantee for new customers, aiming to improve customer retention. Despite increased revenue, Comcast's stock price dropped 3.7% following the announcement.

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C++ Metaprogramming Tricks: Optimizing Variant Access Performance

2025-05-14

This article explores optimizing `std::variant` access performance in C++ using metaprogramming techniques, aiming for efficiency comparable to hand-written `switch` statements. Several approaches are compared, including jump tables, dispatch tables, macros, recursive `switch`, and short-circuiting folds, analyzing their pros, cons, and compiler optimization strategies. Ultimately, a solution combining short-circuiting folds and the anticipated C++26 expansion statements is presented, achieving efficient generic access and avoiding performance bottlenecks.

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Development

A GeoJSON-Powered Timezone Lookup Server

2025-05-20
A GeoJSON-Powered Timezone Lookup Server

This project creates a simple PHP server that matches time zones to longitude/latitude coordinates. Leveraging GeoJSON data from the Timezone Boundary Builder project, it builds an efficient database for fast timezone lookups. The server uses 'domain rectangles' for quick filtering and a 'winding number' algorithm for precise matching. Users simply send longitude/latitude coordinates to receive the standard TZ timezone designator. The project is open-source under the MIT license.

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Development

From Zero to iOS App in Three Days: An AI-Powered Development Journey

2025-06-08
From Zero to iOS App in Three Days: An AI-Powered Development Journey

The author, a product and GTM expert with limited coding experience, built a functional iOS photo management app in just three days using AI assistance. Leveraging Gemini, they navigated challenges such as Apple's CLGeocoder limitations in China and overcame coding hurdles with AI-assisted debugging and learning. The app, designed for one-time purchase instead of a subscription model, reflects a critique of current iOS app marketing practices.

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(mgx.me)
Development AI-assisted Coding

Verizon CEO on 5G ROI, Network Building, and the Future

2025-04-21
Verizon CEO on 5G ROI, Network Building, and the Future

Verizon Consumer CEO Sowmyanarayan Sampath sits down with The Verge to discuss Verizon’s 5G investments, network operations, and future strategies. He details the actual return on investment from 5G, highlighting the importance of network capacity and 5G’s role in handling the explosion of mobile data. He also touches on Verizon’s attempts and lessons learned in content and application integration, and his views on net neutrality and government regulation. Sampath shares his unique decision-making framework and Verizon’s strategies for addressing market changes and customer needs, such as the three-year price lock plan. The conversation also covers the fiber network Fios’s construction plans, OpenRAN technology, and the outlook for future 5G applications.

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Google Layoffs: A Chrome Engineer's Bitter Farewell

2025-04-14
Google Layoffs: A Chrome Engineer's Bitter Farewell

A Google Chrome engineer was unexpectedly laid off after a team-building event, leaving him shocked, angry, and heartbroken. He believes the layoff was unrelated to his performance and expresses outrage at the company's unfair treatment. He lost projects, collaborations, speaking engagements, and expresses concern for his future career.

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Climate Impulse: Bertrand Piccard's Hydrogen-Powered Flight Around the World

2025-05-29
Climate Impulse: Bertrand Piccard's Hydrogen-Powered Flight Around the World

Bertrand Piccard, renowned for his record-breaking balloon and solar-powered plane flights, is embarking on his most ambitious mission yet: a nonstop, zero-emission circumnavigation of the globe using a hydrogen-powered aircraft. This venture continues a family legacy of exploration (his grandfather and father pioneered stratospheric flight and Mariana Trench dives respectively), while also representing a significant step towards sustainable aviation. Partnering with companies like Airbus, Piccard is overcoming aerodynamic and liquid hydrogen storage challenges, aiming for a 2028 launch. The Climate Impulse project signifies not only a technological leap in aviation but also a pathway towards a cleaner energy future.

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Tech

NordVPN's New Protocol Aims to Evade VPN Blockers

2025-01-29
NordVPN's New Protocol Aims to Evade VPN Blockers

NordVPN has unveiled NordWhisper, a new protocol designed to bypass VPN blocks prevalent in countries like Russia and India. By mimicking regular internet traffic, it aims to fool ISPs and websites into thinking the traffic isn't from a masked service. While not foolproof and potentially adding latency, NordWhisper offers a valuable tool for users seeking access to restricted content or enhanced privacy. It's currently rolling out for Windows, Linux, and Android, with support for other platforms planned.

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Tech
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