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AI News Daily - 2026-08-18

2026-08-18

Today’s Highlights


TechCrunch

Reddit is expanding its content consumption options by testing video and audio versions of popular posts. This new feature allows users to watch or listen to Reddit stories instead of just reading text, mirroring the short-form video experience popularized by TikTok. The move signals Reddit’s continued effort to diversify its content formats and engage users who prefer passive consumption over reading long threads.

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Sound-powered fire protection startup gets $15M to snuff out fires before they turn catastrophic

Sonic Fire Protection has secured $15 million in new funding to expand its sound-powered fire protection systems. The technology aims to detect and suppress fires before they become catastrophic, targeting environments ranging from commercial kitchens to apartment buildings. This investment will help the startup scale its deployment and bring its innovative safety solutions to a broader market.

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YouTube will now count a view as soon as a video starts playing

YouTube is updating its view-counting methodology to count a view as soon as a video starts playing. This change, which takes effect on August 24th, aligns the platform with competitors like Instagram and TikTok, as well as its own Shorts format. The update is expected to result in faster view count growth for creators, though YouTube will maintain an “engaged views” metric for the original counting method.

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Feedly attributes weeklong slowdown to bug, not its AI pivot

Feedly has attributed a weeklong performance slowdown to a software bug rather than its recent pivot toward AI features. The company states that the bug made its web app nearly unusable for some users, while complaints about mobile apps and customer support have added to user frustration. Feedly is working to resolve the technical issues while managing expectations regarding its AI transformation.

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Amazon, which started off selling books, is destroying rare texts to train AI

Amazon is reportedly destroying rare books to train its AI models, leveraging the unique text found in these valuable items. Since large language models have already trained on widely available online content, rare books offer unique data points that are highly valuable for model improvement. This practice has sparked controversy regarding the destruction of cultural heritage for the sake of AI development.

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Groq raises $350M to fuel its pivot from AI chips to neocloud

Groq has raised $350 million at a $3.5 billion valuation as it pivots from being an AI chipmaker to a neocloud business. The funding will support the expansion of its Nvidia-powered data center footprint, allowing the company to offer cloud computing services optimized for AI workloads. This strategic shift positions Groq to compete more directly in the cloud infrastructure market.

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Nvidia investing $1.5B in SoftBank data center developer behind OpenAI project

Nvidia is investing $1.5 billion in SoftBank’s data center developer, a move that guarantees Nvidia chips will power an OpenAI data center. This investment strengthens the partnership between the tech giants and ensures that Nvidia’s hardware remains central to the infrastructure supporting major AI projects. The deal highlights the ongoing demand for specialized data center infrastructure to support AI growth.

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Terra Industries closes $52M seed round to build defense infrastructure for the Global South

African defense tech company Terra Industries has announced an additional $18 million in funding, bringing its total seed round to $52 million. The capital will be used to build defense infrastructure tailored for the Global South, addressing specific security needs in the region. This funding round underscores the growing investment in defense technology outside of traditional Western markets.

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WordPress.com targets the next generation of web creators with a free student plan

WordPress.com is launching a free student plan called WordPress.com Education to target the next generation of web creators. The plan allows teachers to offer students free domains, plug-in support, and professional website-building tools. This initiative aims to lower the barrier to entry for students learning web development and digital creation.

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Uber adds Zipline drones to its Eats delivery network

Uber is integrating Zipline drones into its Eats delivery network, marking a significant step in airborne food delivery. The partnership includes a strategic investment from Uber into Zipline, a California-based company that has been operating drone deliveries in Texas since 2025. The collaboration aims to expand drone delivery capabilities as government regulations ease.

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The Verge

YouTube is changing how it counts views to give the numbers a boost

YouTube is updating its view-counting system to count a view as soon as a video starts to play, effective August 24th. This change aligns YouTube with the systems used by Instagram, TikTok, and its own Shorts videos, where views are counted upon playback start or replay. While X counts a view after two seconds of watching, YouTube’s new method is expected to increase total view counts faster for creators, though an “engaged views” metric will retain the original counting method.

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The Analogue Pocket gets a Supreme makeover in red or gold

Analogue and Supreme are collaborating to release metallic versions of the Analogue Pocket handheld in red and gold for Supreme’s fall/winter 2026 collection. The devices feature a unibody aluminum design with 24K Gold-plated and custom red glossy finishes, along with Supreme logos on the front and back. While the standard Pocket costs $239.99, no price has been listed for these special editions yet.

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Sonos finally added Live Activities controls for your iPhone lockscreen

Sonos has released a mobile app update that introduces support for iOS Live Activities, allowing iPhone users to access playback controls from their lockscreen. This highly requested feature provides basic details and controls for music or podcasts playing through a Sonos system without needing to unlock the phone or open the app. While album art display is not yet supported, the update significantly improves the user experience for Sonos owners on iOS.

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Trump’s dumb border wall

A report highlights the environmental impact of President Donald Trump’s border wall construction near Big Bend National Park, Texas. A 200-year-old cottonwood tree, known locally as the “grandmother” tree, is showing signs of stress after neighboring trees were felled for the wall extension. An activist has climbed the tree to protest the construction, drawing attention to the ecological damage caused by the project.

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Apple ordered to stop scaring iPhone and iPad users away from third-party apps

Apple is changing its rules for data collection consent prompts after Germany’s Federal Cartel Office accused the company of designing them to favor its own apps. The App Tracking Transparency prompts, which reportedly cost social media apps nearly $10 billion, are under scrutiny for steering users away from allowing third-party data tracking. As a designated “gatekeeper” under the EU’s DMA rules, Apple faces additional pressure to ensure a level playing field.

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WiiM’s capable HomePod-esque smart speaker is almost $50 off

WiiM’s 100W Sound smart speaker is currently discounted by 15 percent at Amazon and directly through WiiM. Priced at $254.15, down from $299.99, the speaker supports over 20 music services and features Wi-Fi 6E, Bluetooth 5.3, and ethernet connectivity. It integrates with standards like Chromecast, Spotify Connect, and DLNA, making it a versatile alternative to locked-down ecosystems from Apple, Google, or Amazon.

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Uber partners with Zipline on Eats drone deliveries

Uber is teaming up with drone company Zipline to launch airborne takeout deliveries later this year, with a goal of reaching one million daily drone deliveries by 2029. Uber has made a strategic investment in Zipline, which has been operating in Texas since 2025. Deliveries will begin in Dallas-Fort Worth before expanding to dozens of other cities, capitalizing on easing government regulations for drone flights.

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It’s about ethics in journalism, with Ben Smith

In a recent podcast episode, Nilay Patel interviews Ben Smith, the editor-in-chief of Semafor, about the state of journalism and media trust. Smith discusses why he started a new global news organization despite the declining trust in legacy media and the rise of Substacks and TikTok news influencers. The conversation explores the challenges of maintaining ethical standards in a fragmented media landscape.

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How to take better photos of your pets

This guide offers tips for improving pet photography, acknowledging that pets are often small, fast, and uncooperative subjects. The author shares techniques learned from photographing their own cats, Noodle and Loaf, for their Instagram account and smartphone camera tests. The advice aims to help owners capture clearer, more engaging photos of their animals beyond the typical blurry shots.

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Whisker’s AI-powered litter robot thinks my cats swapped bodies

A review of the Whisker Litter-Robot 5 Pro highlights its advanced features, including a dual camera system and sensors designed to sniff out cat deposits. The device uses AI algorithms and machine learning to track litter box usage and potentially flag health issues. However, the reviewer notes that the facial recognition system sometimes confuses their two cats, suggesting the technology is not yet perfect.

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Ars Technica

Hidden Airtag reveals Amazon is trashing rare books to train AI

An investigation reveals that Amazon is destroying rare books to train its AI models, with a hidden Airtag providing evidence of the practice. The company’s team uses a T. rex preparing to devour a book as its logo, symbolizing the aggressive approach to data acquisition. This discovery adds to the controversy surrounding the destruction of cultural heritage for the benefit of large language models.

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This sub-$7,000 sportscar might be just what the future needs

The Gasolini AR1 is a sportscar priced under $7,000 that uses a 2-cylinder Honda bike engine, offering an affordable alternative to hypercars. The company is also developing an electric version of the vehicle. This approach focuses on fun and accessibility rather than extreme performance, potentially appealing to a broader market of driving enthusiasts.

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Nvidia discloses $21B stake in SpaceX

Nvidia has disclosed a $21 billion stake in SpaceX, following Elon Musk’s announcement of an exclusive arrangement to kit out its data centers. This significant investment underscores the deepening ties between the two companies and Nvidia’s commitment to supporting SpaceX’s infrastructure needs. The filing highlights the scale of Nvidia’s involvement in the space and technology sectors.

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Meet the only known trebuchet casualty in history

Researchers have identified the only known casualty in history caused by a trebuchet, highlighting the brutality of medieval warfare. Paleopathologist Jo Buckberry notes that the discovery provides rare insight into the impact of siege weapons on individuals. The finding adds a human element to the historical record of medieval conflict and engineering.

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Satellite operators are in panic mode due to a worsening launch crisis

Satellite operators are facing a crisis as launch capabilities become increasingly constrained, raising questions about what happens if Falcon rockets stop flying. The worsening launch crunch is causing panic in the industry, as there are limited alternatives for deploying satellites to orbit. This situation threatens the expansion of satellite constellations and related services.

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Wildfire smoke now bigger prenatal threat than human sources of air pollution

Regulations have successfully reduced prenatal exposure to harmful emissions from human sources, but wildfire smoke is now erasing those gains. Wildfire smoke has become a bigger prenatal threat than traditional air pollution, posing significant risks to fetal health. This shift highlights the growing impact of climate change on public health and the limitations of regulatory measures.

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VisionQuest trailer kicks off Disney’s D23 fan event

Disney kicked off its D23 fan event with a trailer for VisionQuest, alongside teasers for Ahsoka Season 2 and the Doomsday movie. The event also featured news about the MCU’s X-Men and Star Wars: Starfighter. These announcements signal Disney’s continued investment in its major franchises and upcoming content across various platforms.

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Ukraine strikes major Russian rocket factory with cruise missiles

Ukraine has struck a major Russian rocket factory with cruise missiles, using Flamingo missiles in the attack. The strike is described as a good achievement, targeting critical infrastructure supporting Russia’s military capabilities. This action demonstrates Ukraine’s continued efforts to disrupt Russian supply chains and military production.

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So much solar: Digging into the list of every US power plant that went online this year

An analysis of US power plants that went online this year shows that utility-scale solar leads by a mile, followed by batteries. Fossil fuels have seen much less growth in comparison. This trend reflects the accelerating shift toward renewable energy sources in the United States and the increasing role of energy storage in the grid.

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Vulnerability giving attackers full control of Macs is under active exploitation

A vulnerability in macOS is under active exploitation, allowing remote hackers to log in without a password via a screen-sharing bug. This security flaw gives attackers full control of Macs, posing a significant risk to users. Apple is urged to patch the issue quickly to prevent further compromise of user devices and data.

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Product Hunt

Blender Agent Bridge

Blender Agent Bridge is an open-source MCP bridge designed for Blender AI workflows. It facilitates the integration of AI agents into Blender, allowing for more automated and intelligent 3D modeling and animation processes. This tool aims to streamline the creative workflow for artists and developers using Blender.

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Clears

Clears is a platform that aims to move beyond AI coding to Agentic Software Delivery. It focuses on automating the software delivery process using AI agents, reducing the manual effort required in development and deployment. This tool represents a shift towards more autonomous software engineering practices.

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Scholé Scenarios

Scholé Scenarios is a learning platform that emphasizes learning by doing. It provides interactive scenarios that allow users to practice skills in a practical context. This approach is designed to enhance retention and understanding through active engagement rather than passive consumption of content.

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Hansel by Seedling

Hansel by Seedling is an email service that emphasizes user control, offering your email, your server, and your keys so you’re not locked out. It focuses on privacy and ownership, ensuring that users maintain full access to their data and infrastructure. This is particularly appealing to those concerned about vendor lock-in and data security.

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Bulbthings

Bulbthings is an AI platform designed to track and manage physical assets. It uses AI to streamline asset management processes, providing insights and automation for businesses dealing with physical inventory. This tool helps organizations maintain better control over their tangible resources.

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envfix

envfix is a tiny .env doctor for Node.js projects. It helps developers manage and validate environment variables, ensuring that configurations are correct and consistent. This utility simplifies the setup process for Node.js applications, reducing errors related to environment configuration.

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Samepage Artifacts

Samepage Artifacts is a context-aware, connected writing surface for product teams. It allows team members to collaborate on documents with shared context, ensuring that everyone is aligned on project details. This tool aims to improve communication and documentation within product development teams.

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Treg

Treg is described as OpenRouter for tools, offering access to 2,600 APIs with 0% markup. It provides a unified interface for accessing various tools and APIs, simplifying integration for developers. This platform aims to reduce costs and complexity in API management.

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Omni by xpander

Omni by xpander is designed to stop babysitting your AI agents. It provides oversight and management capabilities for AI agents, ensuring they operate efficiently without constant human intervention. This tool is aimed at developers and businesses deploying AI agents at scale.

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Meridian

Meridian is a tool that helps ensure your work goes unnoticed, with the goal of getting promoted. It likely focuses on visibility and recognition within an organization, helping users highlight their contributions. This platform addresses the common challenge of career advancement through increased visibility.

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harry0703 / MoneyPrinterTurbo

MoneyPrinterTurbo is a project that utilizes AI large models and automated workflows to generate HD short videos from a topic or keyword. It allows users to create video content quickly and efficiently, leveraging AI to handle the production process. This tool is particularly useful for content creators looking to scale their video output.

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usestrix / strix

Strix is an open-source AI penetration testing tool designed to find and fix application vulnerabilities. It automates the process of identifying security weaknesses, helping developers secure their applications before deployment. This tool is valuable for security teams and developers focused on application security.

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nautechsystems / nautilus_trader

Nautilus Trader is a production-grade Rust-native trading engine with a deterministic event-driven architecture. It is designed for high-performance trading applications, offering reliability and speed. This engine is suitable for financial institutions and traders requiring robust infrastructure.

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akitaonrails / ai-memory

AI-Memory is a solution for long-term memory for agent coding CLIs, facilitating handoff between different agent vendors. It allows AI agents to retain information over time, improving continuity and context in coding tasks. This tool addresses the challenge of statelessness in AI coding assistants.

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mukul975 / Anthropic-Cybersecurity-Skills

This repository contains 817 structured cybersecurity skills for AI agents, mapped to six frameworks including MITRE ATT&CK and NIST CSF 2.0. It works with various platforms like Claude Code and GitHub Copilot, providing a standardized set of security skills for AI agents. This resource helps enhance the security capabilities of AI-driven development tools.

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AlexsJones / llmfit

LLMfit is a tool that helps users find which models and providers run on their hardware with a single command. It supports hundreds of models and providers, simplifying the process of selecting the right AI model for local deployment. This utility is useful for developers working with diverse AI hardware configurations.

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santifer / career-ops

Career-Ops is an open-source AI job search tool that scans job portals, evaluates listings with a structured rubric, and tailors CVs. It runs locally in AI coding CLIs, allowing users to manage their job search efficiently. This tool automates many aspects of the job application process, saving time for job seekers.

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jundot / omlx

OMLX is an LLM inference server with continuous batching and SSD caching for Apple Silicon, managed from the macOS menu bar. It optimizes the performance of large language models on Apple hardware, providing a seamless user experience. This tool is ideal for developers using Macs for AI development.

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immich-app / immich

Immich is a high-performance self-hosted photo and video management solution. It allows users to store and manage their media locally, offering an alternative to cloud-based services. This project is popular among those seeking privacy and control over their personal media libraries.

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cordiverse / cordis

Cordis is a Meta-Framework of Spatiotemporal Composability. It provides a foundation for building complex systems that require spatial and temporal coordination. This framework is aimed at advanced developers working on systems that need to manage data across space and time.

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MIT Technology Review

The Download: dead robot friends and the “censorship-industrial complex”

This edition of The Download newsletter covers the emotional impact of a child’s robot friend dying and explores the concept of the “censorship-industrial complex.” It discusses how a network of government, tech, and research groups is allegedly collaborating to suppress conservative online speech. The newsletter provides a daily dose of technology news and analysis.

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How much hydrogen awaits us underground?

This article explores the potential of underground hydrogen, discovered in ancient brine in the Kidd Creek mine in Ontario. The water, confined for over a billion years, turned out to be a habitat for unique life forms. The discovery raises questions about the amount of hydrogen available underground and its potential as an energy source.

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What happens when a kid’s robot best friend dies?

This feature story examines the emotional bond between a child named Xander and his robot friend Moxie. Over six years, Moxie taught Xander coping mechanisms for anxiety and anger. The article explores the implications of forming attachments to AI companions and what happens when those companions are no longer functional.

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The Download: Flock’s new rules, cloning’s future, and children’s cells

This edition of The Download newsletter covers Flock’s new rules regarding license plate readers, the future of cloning, and research into children’s cells. It highlights how Flock is tightening its rules in response to surveillance backlash and discusses scientific advancements in cloning and cell mapping.

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This scientist is helping build a missing map of childhood

Deanne Taylor is working to build a missing map of childhood by studying gene expression in children. Inspired by the Human Cell Atlas, she discovered gaps in the data regarding children’s cells. Her work aims to fill these gaps, providing a more complete understanding of human development from childhood onwards.

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Job titles of the future: Space travel agent

Roman Chiporukha, co-owner of the luxury lifestyle firm Roman & Erica, is positioning himself as a space travel agent. With experience orchestrating luxury vacations and superyacht construction, he is preparing for the future of space tourism. This article explores the emerging job titles and opportunities in the space travel industry.

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Cloning could be used to save species—or make human “organ sacks”

Scientists have developed a CRISPR-based approach to turn male mouse embryos female by cutting out the Y chromosome. This allows for the creation of female clones of male mice, raising ethical questions about the potential use of cloning for saving species or creating human organ donors. The article discusses the implications of this technology.

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Roundtables: Inside the “Censorship-Industrial Complex” Idea Shaping US Policy

This roundtable discussion explores the idea of the “censorship-industrial complex,” which suggests a network of groups is suppressing conservative online speech. The conversation examines how this idea started and how it is now influencing US policy. It provides insight into the political and technological dynamics shaping online speech regulations.

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Building a practical path to post-quantum cryptography

This article argues that post-quantum cryptography (PQC) is a manageable evolution rather than a crisis for business leaders. While quantum computing threatens current cryptography, the transition to PQC is presented as a practical step. The piece aims to clarify the signal amidst the noise surrounding quantum computing advancements.

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Flock is tightening its rules in response to a growing surveillance backlash

Police-tech giant Flock is changing officers’ access to its nationwide network of license plate readers to quell growing backlash. The changes aim to address concerns about mass surveillance and police abuse, which have led to lost contracts. This move reflects the increasing scrutiny on surveillance technologies and their impact on privacy.

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WIRED

7 Best Cheap Laptops to Buy in 2026 (and Some to Avoid)

This guide reviews the best budget laptops available in 2026, ranging from surprisingly good $300 Chromebooks to excellent $650 Windows notebooks. The author tests various models to identify which ones offer the best value for money. It also highlights some laptops to avoid, helping consumers make informed purchasing decisions.

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CookUnity Prepared Meal Delivery Review (2026): Chef-Centric Meals

A review of CookUnity’s prepared meal delivery service highlights its chef-centric approach, offering meals that feel like real cooking from real chefs. The author, who has tried most ready-to-eat meal delivery services, finds CookUnity stands out for its quality and authenticity. This service is recommended for those seeking high-quality prepared meals.

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Skylight Buddy Review (2026): Kid Routines Just Got Easy

Skylight Buddy is a kid-friendly version of Skylight’s digital calendar that helps children complete their nighttime routines. The reviewer finds that the device effectively gets their son to complete tasks in a timely fashion. This tool is designed to simplify daily routines for families with young children.

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El Niño and Saharan Dust Silence Atlantic Hurricane Season

El Niño coupled with Saharan dust is making this year’s Atlantic hurricane season a dud, according to this report. However, there is still potential for dangerous storms despite the overall quiet season. The article explains the meteorological factors contributing to the reduced hurricane activity and warns of remaining risks.

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Election Officials Are Preparing for Prediction Markets to Sow Chaos in the Midterms

Election officials are preparing for prediction markets to potentially sow chaos in the midterms, with concerns ranging from threats to poll worker safety to voter confusion. Prediction markets are already scrambling the political process, and officials are working to mitigate the risks. This article explores the intersection of finance and politics in the upcoming elections.

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Researchers have found a new link between gut health and Alzheimer’s disease, identifying a metabolite produced by gut bacteria that can weaken the brain’s protective barrier. This metabolite promotes changes associated with the cognitive disease. The discovery highlights the importance of gut health in preventing neurodegenerative conditions.

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Astronomers Discover the Existence of a Black Hole Star

Astronomers have discovered evidence of a black hole star, an object observed by the James Webb Space Telescope. This discovery lends credence to a strange explanation for mysterious red spots in the early universe. The finding challenges existing astronomical models and opens new avenues for research into the early universe.

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Samsung Galaxy Z Fold8 and Galaxy Z Fold8 Ultra Review: The Right Shape

Nearly a decade after its debut, Samsung’s Galaxy Fold finally comes into its own with the Galaxy Z Fold8 and Z Fold8 Ultra. The review praises the new shape and design, suggesting that Samsung has perfected the foldable phone concept. These devices are recommended for those seeking a premium foldable experience.

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It’s Never Too Early to Start Planning for the Next Two Solar Eclipses

This article advises readers to start planning for the next two spectacular, long-duration solar eclipses in 2027 and 2028. It provides essential information about these events, including viewing locations and preparation tips. Early planning is recommended to ensure a safe and enjoyable viewing experience.

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Someone Finally Fixed Installing Apps on a Mac

The installation utility EasyDMG makes it so you never have to drag and drop an icon again when installing apps on a Mac. This tool simplifies the installation process, addressing a long-standing frustration for Mac users. It is a welcome improvement for those who frequently install applications from disk images.

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Lobsters

Does it make sense to switch to a Github Alternative?

This discussion questions whether it makes sense to switch to a GitHub alternative given the platform’s consistent downtime over the last few months. The author shares their thoughts on GitHub’s availability problem and whether it is time to look elsewhere. The conversation explores the viability of alternatives and when the majority might switch.

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I thought I was building a C replacement. I was wrong

A blog post from the C3 language project discusses the realization that the project was not building a C replacement as initially thought. The author reflects on the journey and the lessons learned during the development of the language. This post provides insight into the challenges of language design and implementation.

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GitHub has alternatives, but no replacement

This article argues that while GitHub has alternatives, there is no true replacement for the platform. It explores the unique features and ecosystem that make GitHub dominant in the developer community. The piece suggests that alternatives may coexist but are unlikely to fully replace GitHub’s position.

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Passphrase-less reboots using kexec under NixOS

This technical post discusses how to achieve passphrase-less reboots using kexec under NixOS. It provides a solution for users who want to streamline their reboot process without compromising security. The guide is aimed at NixOS users interested in advanced system configuration.

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Vetted AI code is hard to justify

A blog post argues that vetted AI code is hard to justify, discussing the challenges of ensuring the quality and security of AI-generated code. The author explores the burnout associated with vetting AI code and the difficulties in maintaining standards. This piece highlights the growing pains of integrating AI into software development.

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A faster way to calculate the day-of-the-week

This article presents a faster way to calculate the day-of-the-week, offering an optimized algorithm for this common task. It is aimed at developers looking to improve performance in applications that require date calculations. The post provides code examples and explanations of the method.

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Thinking about tests: assertions and matchers

This blog post discusses the importance of assertions and matchers in testing. It explores how these concepts can improve the clarity and effectiveness of test suites. The author provides insights into best practices for writing tests that are both readable and robust.

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A Preview of DuckDB v2.0

This preview highlights the new features and improvements in DuckDB v2.0. It covers the enhancements that make the database more powerful and efficient for analytical workloads. The post is aimed at users and developers interested in the latest developments in the DuckDB ecosystem.

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Every Fucking Website

This post humorously critiques the state of modern websites, likely addressing common annoyances or design flaws. It resonates with users who are frustrated with the current web experience. The title suggests a candid and perhaps aggressive take on web design trends.

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When the Down Arrow is not an Upside-Down Up Arrow (2022)

This article explores the Unicode character for the down arrow, explaining why it is not simply an upside-down up arrow. It delves into the history and design of Unicode characters, providing a technical explanation for this seemingly simple question. The post is educational for those interested in character encoding.

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DEV Community

Preventing Duplicate Password-Reset Notifications (Under SMS Timeout and Retry Pressure)

This article discusses how to prevent duplicate password-reset notifications when dealing with SMS timeouts and retry pressure. It advises treating an SMS timeout as an unknown outcome and persisting expiry and idempotency keys before dispatch. The guide emphasizes the importance of compliance evidence and controlling the shape of the endpoint to handle these scenarios effectively.

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Rails Routing & APIs: What Actually Happens Between the URL and Your Controller

This post reviews the fundamentals of Rails routing, HTTP, and REST, explaining what happens between a URL and the controller. It covers how Rails connects URLs to code in routes.rb and the work done by RESTful routes. The article aims to deepen the understanding of how Rails APIs function under the hood.

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Cómo integrar un LLM (Claude o GPT) en tu aplicación Python

This guide explains how to integrate a Large Language Model (LLM) like Claude or GPT into a Python application. It covers choosing a provider, installing the SDK, and making the minimum call to the API. The article provides real code examples and emphasizes storing API keys in environment variables rather than in the code.

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How Python Takes Out Its Own Garbage

This article explains how Python manages memory automatically through reference counting and a generational garbage collector for cyclic references. It covers the primary mechanism of reference counting and how it increments and decrements based on object usage. The post provides a detailed look at garbage collection in CPython.

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Understanding chmod Without Memorizing Numbers

This post helps developers understand Linux file permissions without memorizing numbers, advocating for the use of symbolic mode. It explains how permissions work under the hood and why blindly typing chmod 777 is dangerous. The article aims to empower engineers to manage permissions securely and effectively.

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Your Database Is Making 4 Promises. Here’s What ACID Means.

This article explains the ACID properties of databases, using the example of a money transfer to illustrate the importance of atomicity, consistency, isolation, and durability. It discusses what happens behind the scenes to keep these promises and why they are crucial for data integrity. The post is aimed at developers seeking a deeper understanding of database transactions.

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Block Scope in JavaScript

This post explains the concept of block scope in JavaScript, focusing on how let and const are block-scoped while var is function-scoped. It provides examples of how variables declared within blocks like if statements or loops are accessible only within those blocks. The article aims to clarify this fundamental concept for JavaScript developers.

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Você criou uma tabela de tokens pra proteger PDF. O Laravel já fazia isso.

This article discusses how Laravel already provides functionality for protecting PDFs with signed URLs, eliminating the need to create a custom token table. It critiques the common practice of building custom solutions for problems that the framework already solves. The post encourages developers to leverage existing Laravel features for security and efficiency.

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Seu log tem 40 mil linhas e nenhuma resposta

This post addresses the problem of having excessive logs without useful information, using the example of a 40,000-line log file with no clear answers. It argues that the problem is not the lack of log but the excess of useless log. The article provides tips on how to improve logging practices to ensure logs contain actionable information.

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Middleware é porteiro, não gerente

This article argues that middleware should act as a gatekeeper, not a manager, in Laravel applications. It critiques the common practice of bloating middleware with business logic, queries, and side effects. The post encourages developers to keep middleware simple and move complex logic to services, ensuring better code organization and maintainability.

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