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Javacodegeeks

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SvelteKit 2.0 Routing and Layouts: Best Practices for Building Maintainable Apps

SvelteKit 2.0 has introduced improvements in routing and layouts for building web applications with Svelte.
Routing in SvelteKit is file-based, nested layouts help in sharing UI and logic across routes.
Nested layouts allow for localized structure, and load functions simplify data fetching.
Best practices include using layouts for shared UI, nested layouts for local scope, and clean usage of params and fetch in loaders.

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Byte Byte Go

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How Amazon Key Opens 100 Million Doors Every Year

Amazon faced delivery delays in 2018 due to access-controlled areas, leading to the creation of Amazon Key, a system that unlocks 100 million doors annually.
Amazon Key allows verified delivery associates to unlock gates and doors for secure deliveries across multiple countries and continents.
The system initially faced challenges with hardware fragmentation and network access, leading to the development of Amazon Key to address secure access for drivers.
The system started with a small team and has now grown to unlock 100 million doors annually, ensuring efficient and reliable deliveries.
Amazon Key expanded by transitioning to a global scale, focusing on hardware improvements, and moving to ECS Fargate for better scalability.
The system's evolution included transitioning from Ethernet to cellular connectivity, ensuring global deployment, and breaking the system into modular services.
Improvements in unlock response times, global expansion capabilities, and reliability were achieved by adopting microservices architecture and focusing on modular services.
Amazon Key's integration with Grubhub marked the shift to a more extensible platform, accommodating third-party delivery providers while maintaining system integrity.
Security measures like time-bound access tokens and mutual TLS were implemented for internal and external delivery systems to ensure secure and authorized access.
Lessons learned from building Amazon Key include evolving systems as they scale, measuring key performance indicators, and designing for growth and resilience.

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Medium

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5 Biggest AI Integration Fears Business Owners Have

Business owners have five major fears when it comes to integrating AI into their operations and products.
One fear is the perceived expense of AI and uncertainty about the return on investment.
Another concern is the feeling of loss of control due to AI systems making autonomous decisions.
Deploying AI can worry customers, especially if transparency and privacy issues arise.
Businesses also fear the reliance of AI on data and the potential risks associated with it.

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Popsci

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Refrigerator-sized machine makes gasoline out of thin air

Aircela, a New York-based fuels startup, has developed a refrigerator-sized machine that can generate gasoline directly from air, water, and renewable energy, without the need for fossil fuels.
The machine produces a gasoline-like product that can be used in standard gas-powered cars, offering a potential alternative to electric vehicles and addressing environmental concerns.
Aircela's device functions as a direct carbon capture facility, pulling CO₂ from the atmosphere and converting it into gasoline, with claims of a working machine rather than just a prototype.
This compact machine consists of air capture and fuel synthesis stages, allowing for individual or commercial use, aiming to provide carbon-neutral fuels to a wide range of customers.
While the machine's impact on reducing carbon emissions may be limited on a singular basis, Aircela believes its scalability and quick deployment offer a cost-effective way to introduce carbon-neutral fuels.
The success of Aircela's vision relies on the growth and sustainability of renewable energy sources, emphasizing the need for immediate action to address carbon reduction and environmental concerns.
Aircela plans to start manufacturing the device by fall 2025, targeting residential, commercial, and industrial customers with the aim of promoting environmental sustainability and reducing reliance on traditional gasoline.
The company's approach of converting air into usable gasoline raises questions about the potential impact and scalability of the technology in the broader context of reducing greenhouse gas emissions.
Despite challenges in the renewable energy sector, Aircela's innovative machine represents a step towards offering consumers a greener fuel alternative, emphasizing the need for urgent action in combating environmental issues.
Aircela's development of a machine that can create gasoline from the air showcases a unique approach to addressing environmental concerns around traditional gasoline use, with potential applications across various sectors.
The company's focus on bringing carbon-neutral fuels to a wider audience highlights the importance of sustainable energy solutions and the role of innovation in driving environmental progress.

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Tech Radar

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Claude AI adds a genuinely useful voice mode to its mobile app that can look inside your inbox and calendar

Anthropic's AI chatbot, Claude, introduces a new voice mode feature for its mobile app.
The voice mode allows users to search Google Calendar and Gmail, available on both paid and free plans with usage limitations.
The feature provides five different voice options for users to choose from and integrates seamlessly with Claude's text-based interaction.
Paid plans starting at $20 offer integrations with Gmail and Google Calendar, while free users have limited voice conversation access.

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TechBullion

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SyncVault’s Web3 QuestBoard Empowers Artists and Creators with Tokenized Opportunities

SyncVault has launched Web3 QuestBoard testnet and $SVTS token ecosystem to empower artists and creators with tokenized opportunities.
SyncVault, a global leader in music rights management and digital content monetization, offers Web3 utilities integrating Web2 and Web3 features.
QuestBoard enables artists to design social tasks rewarding fans with $SVTS tokens, deepening community engagement and unlocking new revenue streams.
SyncVault's platform provides tools for creators to turn engagement into ownership, with ongoing airdrops fueling adoption and setting a new standard in the creator economy.

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Medium

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Why No-KYC Crypto Casinos Are the Future of Online Gambling (And Why You Should Care)

No-KYC crypto casinos are gaining popularity among gamblers who value speed, privacy, and self-custody.
Regulated online casinos often come with bureaucratic processes like KYC, freezing winnings, and data collection, unlike the more user-friendly approach of no-KYC platforms.
With no-KYC casinos, players avoid sharing sensitive information like IDs and addresses, reducing the risk of data leaks.
Gamblers can enjoy fast and anonymous gambling experiences on platforms like LTC Casino, TG Casino, and ETH Casino, without the hassle of verification processes.

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Sdtimes

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Amazon launches serverless distributed SQL database, Aurora DSQL

Amazon has announced the general availability of Amazon Aurora DSQL, a serverless distributed SQL database focused on scalability, high availability, and zero infrastructure management.
Aurora DSQL ensures 99.99% availability in a single region and 99.999% availability across multiple regions through features like replicating committed log data to user storage replicas across three Availability Zones.
Multi-region clusters in Aurora DSQL improve availability by utilizing Regional endpoints for read and write operations, with a third Region acting as a log-only witness for optimal geographic location optimization.
Aurora DSQL is suited for applications using microservices and event-driven architectures, with added features like an MCP server for natural language interaction and improvements in cluster management, AWS service integration, and PostgreSQL support.

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Hackaday

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Remotely Interesting: Stream Gages

The US Geological Survey (USGS) has a network of streamgages to monitor waterways, with the first station established in 1889.
Stream monitoring mainly focuses on measuring discharge rate, which is the volume of water passing a point in a set time.
Discharge rate in the US is measured in cubic feet per second (cfs), ranging from a trickle to over a million cfs in big rivers.
Stream height, also known as flood stage, is a key data point measured by streamgages using techniques like stilling wells.
Stilling wells help dampen water turbulence and make measuring water height easier; they require periodic maintenance due to silt accumulation.
Bubble gages offer an alternative to stilling wells, measuring river stage using gas pressure and being effective in high-silt rivers.
The USGS also uses Rapid Deployment Gages (RDGs) for temporary monitoring during natural disasters, with radar and sonar technologies.
Calculating discharge rate involves field measurements using tools like current meters or Acoustic Doppler Current Profilers.
Data collection from streamgages has evolved from manual pen-and-paper methods to electronic data loggers transmitting data via satellite.
Gage data is now collected every 15 minutes by USGS streamgages, providing near-real-time access to hydrological data.

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Dev

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What Makes Memecoins So Risky?

Memecoins pose risks due to extreme volatility, leading to sudden price surges and crashes.
Scam projects, such as pump-and-dump schemes, rug pulls, and fake launches, are common in the memecoin sector.
Lack of regulation exposes investors to risks, as most memecoins operate outside traditional oversight.
Celebrity and influencer promotion contributes to hype-driven buying, often leading to impulsive investments in memecoins.

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Knowridge

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After awesome launch, SpaceX’s Starship spins out of control

SpaceX's Starship super-rocket had a successful liftoff but faced issues during its ninth flight test.
The second stage, Ship, encountered multiple problems including failure to deploy payload and spinning uncontrollably during re-entry.
SpaceX aims to use Starship for future missions to Mars and NASA's Artemis 3 mission for a crewed moon landing.
Despite setbacks, SpaceX CEO Elon Musk remains optimistic and plans to increase launch cadence for upcoming flights.

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Webkul

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CS-Cart DataGrid for Faster Project Delivery

CS-Cart DataGrid is a custom solution to speed up project delivery by simplifying CRUD operations in the admin panel.
It is a versatile CRUD component specifically designed for CS-Cart projects, making development faster and easier.
DataGrid saves time by handling tasks like filtering, sorting, and bulk actions, resulting in quicker project delivery, cost-effectiveness, and happier clients.
Key features include pagination, sorting, filtering, export data, and easily develop a CRUD through simple setup and customization.

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Technically Dev

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What is MCP?

MCP stands for Model Context Protocol, which helps AI models communicate with external systems in a standardized way.
AI models often struggle to access external data from various tools, and MCP provides a solution for this by allowing models to interact with databases, Google Maps, and more.
Providers need to build MCP servers to facilitate integration between AI models and external systems, enabling actions like data retrieval or sending emails.
MCP has become a prominent topic in the AI field, addressing the need for models to access specific datasets efficiently and enhancing their capabilities.

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Scand

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AI in Customer Service in 2025: All You Need to Know

AI in customer service has shown to increase employee productivity by 33%, particularly in areas like customer service where speed of communication is crucial.
AI in customer service aims to provide instant assistance to customers through smart chatbots that understand issues, offer solutions, and can escalate to live agents when necessary.
Benefits of using AI in customer service include round-the-clock availability, efficient handling of queries, quick responses, personalized interactions, and improved customer relationships and service quality.
Key AI technologies for customer support include chatbots, generative AI for human-like responses, intelligent routing, mood analysis, voice technologies, and recommendation systems.
By 2025, AI is poised to revolutionize customer service, enabling faster handling of inquiries, cost reduction through automation, and enhanced customer satisfaction through personalized service.
Implementing AI in customer service involves identifying tasks for automation, selecting appropriate AI solutions, training the AI with relevant data, integrating it with support channels, testing performance, and gradually scaling usage.
Challenges of implementing AI in customer service operations include the quality of trained models, human agent collaboration, technical risks, and security concerns regarding sensitive customer data handling.
AI can transform customer service by making it faster, smarter, and scalable, but successful implementation requires clear goals, training on actual data, testing, and ensuring an improved customer service experience.
SCAND offers practical AI solutions tailored to company goals, focusing on enhancing customer service without losing the human touch, to leverage AI effectively for improved support.

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Hackernoon

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Cut Security Costs by Building It Into Your Software from Day One

Software teams often prioritize functional requirements over security considerations, leading to costly redesigns and delays later in development.
Addressing security from the beginning is essential in the face of rising cyber threats, making it a must-have rather than a nice-to-have.
Incorporating security early in software development can reduce rework efforts that account for a significant portion of the project's time and cost.
Engaging security teams early prevents conflicts and trade-offs, reducing the need for major redesigns, code refactoring, and integration issues.
Automation of security activities streamlines processes, reduces rework, and allows for better utilization of development and security teams' time.
Clear storytelling tailored to diverse security skill sets minimizes miscommunication, enhances audit outcomes, and bridges gaps in understanding.
Strategies like early threat modeling, engaging security counterparts, training security champions, and automating security tools are effective in cutting security costs.
Integrating security early can result in significant cost savings, improved software quality, and reduced security-related expenses throughout the software lifecycle.
Addressing security requirements from the start fosters teamwork, prevents major redesigns, and frees up time for focusing on other projects.
By making security job zero from the onset, software teams can efficiently build secure systems while minimizing security fixes and delays.

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