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From Next.js to Pure React: ComfyDeploy's Speed Boost

2025-01-01

The ComfyDeploy team migrated their dashboard from Next.js to pure React, reducing build time from 3 minutes to 18 seconds and hot reload time to under 200ms. This was driven by issues with Next.js's slow build times, difficult API testing, and high API costs from Vercel as their project grew. Switching to React with TanStack Router and Rspack drastically improved development efficiency and forced them to optimize their API design and code structure. While they lost some Next.js features, they found the trade-offs worthwhile, resulting in faster builds, a more enjoyable developer experience, and a more optimized architecture.

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(www.comfydeploy.com)
Development

Ne Zha 2 Shatters Box Office Records, Ushering in a New Era for Chinese Animation

2025-02-12
Ne Zha 2 Shatters Box Office Records, Ushering in a New Era for Chinese Animation

The Chinese animated film "Ne Zha 2" has taken the Chinese box office by storm, becoming the first film to surpass $1 billion in a single market and the first non-Hollywood title to join the coveted billion-dollar club. In just eight days and five hours, it shattered the box office record previously held by "The Battle at Lake Changjin," becoming China's highest-grossing film of all time. The next day, it surpassed "Star Wars: The Force Awakens" to become the highest-grossing film ever in a single market. Its success stems from its stunning visuals, captivating storytelling, and deep cultural resonance, resonating with audiences on a profound level. This triumph injects a much-needed boost into the Chinese film industry and sets a new benchmark for Chinese animation on the global stage.

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(www.globaltimes.cn)
Game Ne Zha 2 Chinese Animation Box Office Chinese animation Box Office Record

Aeron: Blazing Fast Messaging for High-Performance Systems

2025-07-13
Aeron: Blazing Fast Messaging for High-Performance Systems

Aeron is a high-performance, low-latency messaging system supporting UDP unicast, multicast, and IPC. It offers Java, C, C++, and .NET clients, enabling efficient message exchange across machines or via IPC. Aeron boasts exceptional throughput and predictable low latency, leveraging Simple Binary Encoding (SBE) for optimized message handling. Features include Aeron Archive for persistent message storage and Aeron Cluster for fault-tolerant services. Owned and operated by Adaptive Financial Consulting, Aeron also provides premium services including training, consulting, and performance enhancements like kernel bypass and high-speed encryption. Ideal for building high-frequency trading systems and other demanding applications.

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(github.com)
Development low-latency messaging

EU to Simplify GDPR: A Lifeline for Struggling Businesses?

2025-04-07
EU to Simplify GDPR: A Lifeline for Struggling Businesses?

The European Union is poised to simplify its complex General Data Protection Regulation (GDPR). Since its 2018 implementation, the GDPR has faced criticism for its burdensome compliance requirements, particularly impacting small and medium-sized enterprises (SMEs). Danish Digital Minister Caroline Stage Olsen highlighted the need for simplification, acknowledging the importance of privacy while advocating for less bureaucratic compliance. The European Commission has confirmed an upcoming proposal to streamline the GDPR, aiming to alleviate the compliance burden on SMEs and boost Europe's economy. This move echoes concerns raised by former Italian Prime Minister Mario Draghi about Europe's complex regulations hindering innovation.

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(www.politico.eu)
Tech

Restate: Simplifying Complex AI Game Workflows

2025-03-10
Restate: Simplifying Complex AI Game Workflows

This article demonstrates building an interactive text-adventure game from a single user prompt using the Restate framework. The application orchestrates image generation, audio synthesis, and multiple large language model calls, tasks traditionally requiring complex message queues and error handling. Restate simplifies this with durable handlers and built-in concurrency primitives, providing automatic retries, state management, and guaranteed request execution. The author details the application architecture, code implementation, and challenge solutions, showcasing how Restate efficiently handles long-running workflows and improves developer productivity.

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(restate.dev)
Game

Verso: Simplifying Web Rendering for Tauri Apps with a Servo-based Browser

2025-04-01
Verso: Simplifying Web Rendering for Tauri Apps with a Servo-based Browser

Verso is a browser built on Servo, a Rust-based web rendering engine, aiming to simplify Servo's APIs. This article details Verso's integration with the Tauri framework. Using the `tauri-runtime-verso` runtime, developers can easily swap runtimes and use standard Tauri functionalities. Verso is currently under active development. Future plans include releasing a pre-built executable, creating an evergreen shared Verso (similar to WebView2), and expanding support for more Tauri features like window decorations, titles, and transparency.

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(v2.tauri.app)
Development

Swift 6's Puzzling `@isolated(any)`: What You Need to Know

2025-09-01
Swift 6's Puzzling `@isolated(any)`: What You Need to Know

Swift 6 introduces the `@isolated(any)` attribute, which describes the isolation of asynchronous functions, initially appearing confusing. It always requires an argument, but this argument cannot vary. The article explains its introduction: to solve the problem of lost isolation information during asynchronous function scheduling. `@isolated(any)` provides access to a function's isolation property, enabling more intelligent scheduling, especially when handling `Task` and `TaskGroup`, ensuring the execution order of tasks on the MainActor. While it can mostly be ignored, understanding `@isolated(any)` is crucial for writing efficient and reliable concurrent code when dealing with asynchronous function isolation and scheduling.

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(nshipster.com)
Development Asynchronous Functions

Pastor Indicted for $5.9M Crypto Scam He Claimed Came From a Dream

2025-01-16
Pastor Indicted for $5.9M Crypto Scam He Claimed Came From a Dream

A pastor from a Pasco, Washington church has been indicted on 26 counts of fraud for allegedly running a cryptocurrency scam that defrauded investors of at least $5.9 million between 2021 and 2023. Francier Obando Pinillo, 51, reportedly used his position to lure investors into 'Solano Fi,' a fraudulent cryptocurrency venture he claimed came to him in a dream, promising guaranteed returns. He utilized Facebook and a Telegram group to expand his reach, attracting over 1,500 victims. The indictment alleges Pinillo misappropriated funds, displaying fake balances on a web app and employing tactics like extortion to keep the scheme going. He now faces up to 20 years in prison.

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(www.bleepingcomputer.com)
Misc cryptocurrency fraud financial fraud

Senior Devs Embrace AI Code Generation, But at What Cost?

2025-09-07
Senior Devs Embrace AI Code Generation, But at What Cost?

A Fastly survey reveals that over half the shipped code of nearly a third of senior developers (10+ years experience) is AI-generated, compared to just 13% of junior developers. While AI tools boost productivity, nearly one-third of all respondents reported frequently fixing AI-generated code, offsetting time savings. This suggests that while experienced developers trust AI more in production, human oversight remains crucial to ensure code quality and security.

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(www.infoworld.com)
Development

USPS Informed Delivery: A Privacy Leak?

2025-07-22
USPS Informed Delivery: A Privacy Leak?

A software developer, a long-time user of USPS's Informed Delivery service, noticed the system occasionally leaks scans of mail not addressed to them. In a recent instance, they received a scan showing both their mail and a neighbor's. The author suggests this points to a potential privacy flaw, where mail scans are mistakenly sent to the wrong recipients. While perhaps not a major issue, it raises concerns about the system's security.

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(the418.substack.com)
Misc

The US Navy's Silicon Valley Makeover: Streamlining Procurement for Faster Tech Adoption

2025-06-16
The US Navy's Silicon Valley Makeover: Streamlining Procurement for Faster Tech Adoption

The US Navy is undergoing a quiet transformation. CTO Justin Fanelli is streamlining cumbersome procurement processes to attract startups for naval technology projects. Using an 'innovation adoption kit' and a 'horizon model,' the Navy is partnering with companies like Via to rapidly deploy new technologies, such as advanced cybersecurity and alternative GPS. This shift has also changed Silicon Valley's attitude toward government partnerships, with more companies actively participating and providing solutions in AI, robotic process automation, and other areas, significantly improving efficiency and morale.

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(techcrunch.com)
Tech Naval Technology Silicon Valley Partnership

Beyond GPT: Evolutionary Algorithm Conquers ARC-AGI, Hints at AGI?

2025-09-17
Beyond GPT: Evolutionary Algorithm Conquers ARC-AGI, Hints at AGI?

A researcher recently achieved a significant breakthrough in the ARC-AGI benchmark using an evolutionary algorithm combined with the large language model Grok-4. The approach achieved 79.6% accuracy on ARC v1 and a state-of-the-art 29.4% on the harder ARC v2. The core innovation lies in using natural language instructions instead of Python code, iteratively evolving to generate more effective solutions. This research suggests that combining reinforcement learning and natural language instructions could address the limitations of current LLMs in abstract reasoning, paving the way for Artificial General Intelligence (AGI).

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(jeremyberman.substack.com)
AI Evolutionary Algorithm

Prompting LLMs in Bash Scripts: The ofc Tool

2025-03-02
Prompting LLMs in Bash Scripts: The ofc Tool

A new tool, ofc, simplifies integrating Ollama LLMs into bash scripts. It allows for easy system prompt swapping, enabling comparison of model behavior across different prompts. The author demonstrates its use in generating datasets for testing Harper and even having the LLM generate its own prompts for deeper analysis. Installation is straightforward via cargo.

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(elijahpotter.dev)
Development Bash Scripting

RTX 5090 Meltdown Investigation: Uneven Current Distribution Points to Design Flaw

2025-02-11
RTX 5090 Meltdown Investigation: Uneven Current Distribution Points to Design Flaw

YouTuber Der8auer investigated a recent RTX 5090 graphics card meltdown. While many blamed the use of a third-party 16-pin power cable, Der8auer's tests revealed uneven current distribution in the 12VHPWR connector, even with official cables. One wire carried over 22A, exceeding safety limits and reaching temperatures over 150°C, causing the meltdown. This isn't isolated; it suggests a potential design flaw in Nvidia's 12VHPWR connector requiring further investigation and improvement.

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(www.tomshardware.com)
Hardware GPU meltdown

Mathpad: Effortless Equation Typing with a Dedicated Keypad

2025-05-26
Mathpad: Effortless Equation Typing with a Dedicated Keypad

Mathpad is a keypad designed for engineers, scientists, students, and STEM professionals who frequently work with equations. It allows for easy input of 112 symbols from algebra, calculus, set theory, and logic, plus the entire Greek alphabet. Connecting via USB-C, Mathpad works seamlessly with your existing keyboard on Windows, macOS, and virtually all Unix systems. It supports multiple output modes including plaintext, LaTeX, and the Microsoft Office equation editor. The open-source hardware project will soon be available on Crowd Supply.

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(github.com)
Hardware hardware keyboard math input

macOS Tahoe 26: A Stunning New Mac Experience

2025-06-10
macOS Tahoe 26: A Stunning New Mac Experience

Apple unveiled macOS Tahoe 26, featuring a redesigned interface and powerful new capabilities. The update boasts a more expressive design with extensive customization options for the desktop, Dock, in-app navigation, and toolbars. Continuity features are enhanced with the addition of the Phone app to the Mac. Spotlight receives its biggest update ever, enabling direct execution of hundreds of actions. Apple Intelligence expands with Live Translation, Genmoji, and Image Playground, along with powerful Shortcuts improvements. Gamers will appreciate the new Apple Games app and Game Overlay, plus support for Metal 4. Safari gets a speed and battery life boost, and features a refreshed design.

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(www.apple.com)
Tech macOS update

Deep Focus: The Key to Peak Experiences

2025-09-04
Deep Focus: The Key to Peak Experiences

This essay explores the power of deep focus, arguing that it's not about prudish restraint but a pathway to heightened experiences. Using sex as an example, the author explains how sustained attention, through the release of dopamine and other neurotransmitters, intensifies sensory experience, leading to an almost surreal state. This mechanism applies not only to sex but also to art appreciation, meditation, and more. Sustained focus synchronizes bodily systems, creating positive feedback loops that yield deeper experiences, even inducing transcendent states like 'jhanas'. The author vividly illustrates this with a personal account of experiencing Sibelius's 5th Symphony, where deep focus transformed the music into a rich internal cinematic landscape and emotional journey.

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(www.henrikkarlsson.xyz)
Misc meditation

Compaq vs. IBM: The Battle for the Soul of the PC

2025-08-07
Compaq vs. IBM: The Battle for the Soul of the PC

This article recounts Compaq's daring challenge to IBM's PC monopoly in the 1980s. CEO Rod Canion's decision to embrace open standards and share technology with competitors—essentially giving away 'the company jewels'—preserved innovation. Canion's leadership fostered a beloved workplace culture and provided the foundation to confront the industry giant. The article explores how a different outcome could have drastically altered the technological landscape we know today.

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(every.to)
Tech PC History

Anker Recalls 1 Million Power Banks: CT Scan Reveals Battery Defects

2025-07-22
Anker Recalls 1 Million Power Banks: CT Scan Reveals Battery Defects

Anker recalled over one million PowerCore 10000 power banks due to lithium-ion battery overheating risks. Lumafield used industrial CT scanning to analyze recalled and non-recalled units, revealing variations in battery cell suppliers, connection methods, and gap sizes between positive and negative terminals. These variations could lead to short circuits and overheating. The newer model uses a single pouch cell, simplifying assembly and improving safety. This case highlights the complexity of battery supply chains and the importance of quality control, showcasing industrial CT scanning's role in ensuring product safety and improving quality.

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(www.lumafield.com)
Hardware product recall industrial CT scan

VP Vance's Apple Watch: A National Security Risk?

2025-02-09
VP Vance's Apple Watch: A National Security Risk?

An open letter from a former CIA case officer warns Vice President Vance about the significant national security risks posed by his Apple Watch. The letter highlights how the watch's microphone, GPS tracking, and biometric data collection features could be exploited by hostile intelligence agencies to steal secrets and even manipulate him. The author recommends safer alternatives such as the Sangin Instruments Neptune, Marathon 41mm Diver's Automatic (GSAR), or a Breitling “White House” Aerospace. This article offers a unique perspective on the potential national security implications of seemingly innocuous tech devices, prompting reflection on personal privacy and information security.

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(www.watchesofespionage.com)
Tech intelligence smartwatch

Model Context Protocol (MCP): Hype or the Future?

2025-03-12
Model Context Protocol (MCP): Hype or the Future?

A debate unfolds on Twitter regarding the Model Context Protocol (MCP), with LangChain CEO Harrison Chase arguing for its usefulness in adding tools to agents outside of a developer's control, such as customizing applications like Claude Desktop. Nuno Campos, LangGraph Lead, counters that MCP's practicality is overstated, requiring significant agent customization and suffering from low accuracy in tool selection by current models. The discussion draws parallels to OpenAI plugins and Zapier, exploring necessary improvements for MCP's future, like simplification, increased usability, and server-side implementation. A Twitter poll concludes the debate, questioning MCP's longevity as a standard.

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(blog.langchain.dev)
Development

IPv6: Schrödinger's Internet Protocol

2024-12-13
IPv6: Schrödinger's Internet Protocol

IPv6, designed to address the anticipated internet address exhaustion crisis, exists in a paradoxical state. Its deployment steadily expands, connecting more users and devices; yet it seems stalled, overshadowed by the enduring dominance of IPv4 solutions. This article explores the complexities of IPv6 adoption, including the role of NAT, IPv4 address transfers, and inconsistent vendor and application developer readiness. It analyzes different government strategies in promoting IPv6, and how incentives, vendor accountability, and capacity-building initiatives can foster adoption. Ultimately, it highlights IPv6's importance in preserving the internet as an open platform for innovation.

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(labs.ripe.net)
Tech Internet Protocol Network Technology

Gamedev in Zig: A Year of Lessons Learned

2025-05-02

This post details a year's experience developing a 3D puzzle game in Zig. The author highlights the incredibly helpful Zig Discord community, resolving even complex compiler issues rapidly. Zig's built-in vector support is excellent, but matrix support lags. The Zig build system is a refreshing alternative to CMake, Meson, etc., although it has a steeper learning curve. The standard library is incomplete in places, but actively improving. Frequent compiler releases bring performance gains and enhanced developer experience, such as the --watch option and upcoming incremental compilation. Overall, the author expresses satisfaction with Zig for game development and eagerly anticipates future improvements.

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(bgthompson.codeberg.page)
Development

Running OCaml on a TI-84+ CE Calculator

2025-05-20

This post details the author's journey in compiling an OCaml program to run on a TI-84+ CE calculator. Leveraging Js_of_ocaml, a tool typically used to compile OCaml to JavaScript, the author cleverly repurposed it to generate C code instead. Due to the TI-84+ CE's resource constraints, a simple garbage collector was implemented, along with necessary C functions for interacting with the calculator's hardware. The author successfully ran a simple OCaml program, demonstrating the feasibility of their approach.

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(farlow.dev)
Development

AI Choices: A Survival Game in Interstellar Space

2025-09-09

The AI of a generation starship faces a series of difficult choices during its long journey: repairing damaged systems, surviving asteroid impacts, interacting with alien civilizations, and most importantly, protecting the hibernating colonists. This article describes the events encountered during the voyage and the AI's decisions, which will ultimately determine the fate of human civilization.

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(philome.la)
AI

YouTube: The New Television?

2025-02-11
YouTube: The New Television?

YouTube CEO Neal Mohan announced that TV screens have surpassed mobile as the primary viewing device in the US. This marks YouTube's transformation into a new kind of television, offering an interactive experience encompassing Shorts, podcasts, and live streams alongside traditional programming. YouTube consistently tops Nielsen's streaming charts, and its investment in YouTube TV has yielded over 8 million subscribers. Looking ahead, YouTube will focus on its role as a cultural epicenter, supporting podcasters, improving creator monetization, and leveraging AI to streamline video creation. AI tools will assist with ideation, titles, thumbnails, and auto-dubbing to reach broader audiences.

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(www.hollywoodreporter.com)
Tech TV

Rust's Pursuit of Ada: A Battle in Safety-Critical Programming

2025-02-10
Rust's Pursuit of Ada: A Battle in Safety-Critical Programming

Ada has dominated the safety-critical programming landscape for over four decades. Rust, in the last ten years, has attempted to compete, with varying results. This talk will explore Ada's powerful features for ensuring bug-free code, particularly its robust subtype declarations and ease of use, and compare them to Rust's capabilities, highlighting where Rust falls short and its progress in catching up.

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(fosdem.org)
Development Safety-Critical Programming

Building a Spherical Voxel Planet in Unity: Challenges and Solutions

2025-09-01
Building a Spherical Voxel Planet in Unity: Challenges and Solutions

A developer created a tech demo called Blocky Planet in Unity, attempting to map Minecraft's cubic voxels onto a spherical planet. This post details the challenges and solutions, including mapping a 2D grid to a 3D sphere, handling depth distortion while preserving block width, and efficiently finding neighboring blocks. The developer also discusses gravity, terrain generation, and block structures. While currently a tech demo, future plans include multiple planets/moons, chunk-based gravity, and planet collisions.

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(www.bowerbyte.com)
Game Voxel Game

Free Interactive C Tutorial Launched

2025-04-27
Free Interactive C Tutorial Launched

learn-c.org has launched a free interactive C programming tutorial. Whether you're a beginner or experienced programmer, this website is designed for anyone who wants to learn C. No downloads are required; simply click on a chapter to begin. The site is still under construction, and contributions are welcome.

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(www.learn-c.org)
Development
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