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AppWizard

October 20, 2026

Google Gemini 4 AI agents defeat Minecraft’s Ender Dragon without human help

Four Gemini 4 Argon agents successfully collaborated to defeat the Ender Dragon in a Minecraft survival environment over 27.23 hours, during which they recorded 605 deaths and executed 2,783 programs while exchanging 229 messages. The agents utilized the Mineflayer library for interaction, self-organized tasks, and communicated through in-game chat. They demonstrated the ability to adapt and strategize without human intervention, with one agent crafting tools, another gathering food, and others lighting portals and constructing shelters. A fifth agent, "the Observer," monitored the experiment for cheating. The agents processed 1.35 billion input tokens, with the experiment's total cost estimated at [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: The recent experiment involving four Gemini 4 Argon agents in a Minecraft survival environment has opened new avenues in the realm of autonomous AI. Tasked with the formidable challenge of defeating the Ender Dragon, these agents showcased their ability to collaborate and strategize without human intervention. The researchers refrained from assigning specific roles or strategies, allowing the agents to self-organize and determine the most effective path to their shared goal. Four Gemini AI agents work together to complete Minecraft In this sandboxed environment, the agents utilized the open-source Mineflayer library to interact with the game. They communicated via the in-game chat system and shared memory, which facilitated the exchange of vital information. This organic method of cooperation enabled the agents to independently identify tasks, share discoveries, and adapt their behavior in response to changing circumstances. For instance, one agent, “janesick,” took on the responsibility of crafting tools, while “gyldenia” focused on gathering food. Another agent, “auratian,” lit a crucial portal, and “bulicame” constructed shelters to fend off hostile creatures, ultimately delivering the decisive blow to the Ender Dragon. The agents’ collaboration extended beyond mere task division; they actively warned each other of dangers, offered practical advice, and provided coordinates to navigate the expansive world. When one agent perished, the others efficiently recovered its items, ensuring that resources were preserved for their ongoing quest. Minecraft challenge took more than 27 hours and hundreds of deaths The experiment unfolded over a grueling 27.23 hours, with the agents facing numerous obstacles, particularly during their encounters with the Ender Dragon. Despite their ability to coordinate and share information, the journey was fraught with challenges, evidenced by the staggering 605 deaths recorded throughout the process. The agents collectively executed 2,783 programs and exchanged 229 messages, illustrating the complexity of their task and the necessity for ongoing adjustments and collaboration. Maintaining a coherent strategy was paramount, as progress hinged on completing earlier objectives and ensuring the availability of essential resources. The presence of a fifth agent, dubbed “the Observer,” added an additional layer of oversight, monitoring for any potential cheating and providing live updates on the experiment's progress. From a computational perspective, the agents processed an impressive 1.35 billion input tokens, with the total cost of the experiment estimated at 0, potentially rising to ,620 depending on pricing structures. These figures underscore the resource-intensive nature of autonomous task completion, highlighting that while the agents achieved their goal, the journey was marked by extensive interaction and repeated setbacks. Google DeepMind highlights progress in autonomous AI systems Google DeepMind's foray into AI capabilities is not new, with previous successes such as AlphaGo demonstrating the potential of AI in structured environments. However, Minecraft presents a unique challenge, requiring players to gather resources, craft equipment, and navigate a dynamic world. The Gemini experiment sought to assess whether general-purpose AI could manage these complexities without relying on pre-written, game-specific solutions. The research team heralded the outcome as a significant milestone in autonomous gameplay, noting that this was the first instance of end-to-end autonomous completion of Minecraft by AI agents using only the standard Mineflayer library. They emphasized the difficulty of sustaining a coherent strategy over thousands of interconnected actions, a feat that required the agents to maintain focus and adaptability throughout the lengthy process. While the findings suggest promising applications for multi-agent AI systems in various fields, including software development and complex workflows, the experiment's controlled digital environment raises questions about the agents' reliability in real-world scenarios. Further exploration is needed to ascertain how well these systems can perform in less predictable settings. Nonetheless, the successful navigation of Minecraft's central challenge through autonomous communication and planning marks a noteworthy advancement toward the development of more sophisticated AI systems capable of operating independently of human oversight." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"], potentially rising to 0. This experiment marked the first end-to-end autonomous completion of Minecraft by AI agents using only the standard Mineflayer library.

AppWizard

October 19, 2026

Beyond These Stars | | PAX Australia 2026 Preview

Beyond These Stars is a city-building game where players construct settlements on the back of a space whale named Kewa. Players manage resources, build pathways, and maintain the whale's health and happiness. A demo at PAX 2026 included a tutorial and gameplay focused on expanding settlements and nurturing the relationship with Kewa. The game features a charming aesthetic with 3D modeling and a hexagonal grid layout, making resource identification and navigation intuitive. Beyond These Stars is set to launch on October 17, 2026, on Steam.

AppWizard

October 17, 2026

BlueStacks vs LDPlayer vs GameLoop: Android Emulator 2026

In October 2026, the leading Android emulators for PC gaming are BlueStacks, LDPlayer, and GameLoop, known for their active updates and tailored gaming experiences. LDPlayer 14 is the only emulator operating on Android 14, while BlueStacks 5.22 supports Android 9 and offers an optional Android 13 beta. GameLoop has not updated its Android base in over a year but remains relevant due to its connection with Tencent. The latest confirmed builds as of mid-October 2026 are: - BlueStacks: 5.22 (released on Oct 13, 2026) - LDPlayer: 14 (released in Sept 2026) - GameLoop: Last verifiable release on Oct 24, 2025 Frame-rate ceilings for each emulator are: - BlueStacks: Up to 240 FPS - LDPlayer: Up to 240 FPS - GameLoop: 120 to 144 FPS BlueStacks is noted for its broad game support and extensive feature set, while LDPlayer offers significant performance improvements with its modern Android base. GameLoop is optimized for specific titles like PUBG Mobile and Call of Duty: Mobile but has raised concerns about its long-term viability due to a lack of updates. All emulators are free to download and ad-supported, with MEmu being the only one with a clearly defined premium subscription model. Most require CPU-level virtualization for optimal performance. Different emulators cater to various player profiles, such as competitive players, high-refresh-rate enthusiasts, and multi-account managers.

Winsage

October 13, 2026

“Begun, the clone wars have” — Microsoft 365 apps have been copied by the AI dev who cloned the Adobe suite

Developer Brandon Thomas is creating open-source alternatives to Microsoft’s applications—Word, Excel, and PowerPoint—using artificial intelligence. His suite includes GridCraft (Excel clone), DeckCraft (PowerPoint clone), and WordCraft (Word clone), all powered by the Claude AI model and available for free download on the ArtCraft GitHub page. These applications mimic the functionality and design of Microsoft 365, challenging the necessity of expensive subscriptions for productivity tools. Thomas has previously replicated the Adobe suite and aims to provide competitive alternatives to established software giants.

Tech Optimizer

October 10, 2026

How and why we built Managed PostgreSQL for AI workloads

The Nebius Managed PostgreSQL team developed a solution for AI workloads using CloudNativePG and Kubernetes, resulting in improved backup and restore times by transitioning from Barman to WAL-G, reducing a 1.5 TB backup duration from over a day to two hours. Since its launch in 2025, the service supports hundreds of production clusters and manages tens of tebibytes of data. Key features include high availability, point-in-time recovery, automated failover, compressed and encrypted backups, rapid restoration, connection pooling, and strict synchronous replication for zero data loss. Kubernetes and CloudNativePG were chosen for their advantages, including out-of-the-box features and open-source distribution. Each cloud project has a separate MK8s cluster for customer isolation and security. Persistent data is stored on fault-tolerant SSD drives, enabling swift instance migration during failures. Regular physical backups are archived, allowing restoration within a seven-day window with a single click. The transition from Barman to WAL-G addressed slow backup and restoration times and resource control limitations. With WAL-G, backups and restorations for a 1.5 TB cluster improved to two hours and one hour, respectively. PgBouncer was implemented to manage database connections effectively, reducing connection storms during peak AI workload traffic. Two vector search extensions, pgvector and pgvectorscale, are available to cater to different memory and dataset needs. Benchmarking showed that Nebius performs competitively with AWS at a lower cost. The infrastructure integrates cloud engineering principles with specialized expertise to meet AI workload demands.

BetaBeacon

October 8, 2026

Medieval Strategy Game in the Spirit of Tetris, Drop Duchy, Released on Android and iOS

Drop Duchy is a game that combines elements from Tetris, city-building simulators, and card roguelikes. It involves strategically placing forests, rivers, and plains on the field, constructing production buildings, and building an army to defend territory. Players engage in battles where they must strategically combine allied units and plan attacks based on strengths and weaknesses of different units. The mobile version follows a "try before you buy" model, allowing players to download for free and purchase the full version for 475 rubles.

AppWizard

October 8, 2026

Android Fax App Reviews in the United States

Many industries, including healthcare, legal, and real estate, continue to rely on fax communications for compliance and client needs, despite the prevalence of email and cloud-based document sharing. Android devices are increasingly used as productivity tools, and fax apps can transform smartphones into secure transmission hubs, eliminating the need for traditional fax machines and dedicated phone lines while ensuring compliance. When evaluating Android fax apps, key criteria include compatibility with various devices and Android versions, robust security measures such as end-to-end encryption and compliance with regulations like HIPAA and GDPR, and a comprehensive feature set that includes unlimited pages, document scanning with OCR support, cloud storage integration, digital signatures, and batch sending capabilities. Popular Android fax apps include: - eFax: Offers unlimited sending and receiving, cloud storage integration, and digital signatures for .95 per month with a 30-day trial, ideal for small businesses needing compliance. - MyFax: Provides international faxing, OCR scanning, and email forwarding with tiered pricing from to per month and a free 30-day trial, suited for freelancers and remote teams. - FaxFile: Operates on a pay-per-fax basis, charging approximately [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: Why Android Fax Apps Still Matter In an era dominated by email and cloud-based document sharing, the fax remains a steadfast tool in various sectors. Industries such as healthcare, legal, and real estate continue to depend on fax communications for compliance and client needs. With Android devices becoming the primary productivity tools for many professionals, a well-designed fax app transforms a smartphone into a secure transmission hub. This innovation not only eliminates the necessity for traditional fax machines and dedicated phone lines but also ensures adherence to compliance standards. Top Criteria for Evaluating Android Fax Apps Compatibility and Device Support When selecting a fax app, it is crucial to ensure compatibility with the latest Android versions and a diverse range of devices, from high-end smartphones to budget-friendly options. Look for clear minimum operating system requirements and a commitment to regular updates. Security and Encryption Given that faxes often contain sensitive information, robust security measures are imperative. End-to-end encryption and compliance with regulations like HIPAA or GDPR are essential for safeguarding data. It is advisable to verify that the provider has published security certifications or audit results. Feature Set Unlimited inbound/outbound pages or tiered limits Document scanning via camera with OCR support Integration with cloud storage solutions (Google Drive, Dropbox, OneDrive) Options for digital signatures and password-protected PDFs Batch sending and scheduled fax delivery capabilities Popular Android Fax Apps Reviewed A recent review of Android fax apps highlights several key players, focusing on their core features, pricing structures, and ideal user scenarios. App Key Features Pricing (per month) Free Trial Best For eFax Cloud storage, digital signatures, unlimited pages .95 30-day trial Small businesses needing compliance MyFax International fax, OCR scanning, email forwarding – (tiered) Free 30-day trial Freelancers and remote teams FaxFile Pay-per-fax, no subscription, PDF conversion Pay per page (≈ [cyberseo_openai model="gpt-4o-mini" prompt="Rewrite a news story for a business publication, in a calm style with creativity and flair based on text below, making sure it reads like human-written text in a natural way. The article shall NOT include a title, introduction and conclusion. The article shall NOT start from a title. Response language English. Generate HTML-formatted content using tag for a sub-heading. You can use only , , , , and HTML tags if necessary. Text: Why Android Fax Apps Still Matter Top Criteria for Evaluating Android Fax Apps Compatibility and Device Support Security and Encryption Feature Set Popular Android Fax Apps Reviewed Detailed Look at Leading Apps eFax MyFax FaxFile RingCentral Fax How to Set Up an Android Fax App Integrations and Workflow Automation Pricing Models and What to Expect Support, Reliability, and Customer Service Making the Final Decision Why Android Fax Apps Still Matter Despite the rise of email and cloud‑based document sharing, many industries still rely on fax for legal, regulatory, or client‑driven reasons. In the United States, hospitals, law firms, and real‑estate agencies often need a reliable fax channel that integrates with mobile workflows. Android devices are now the primary productivity tool for many professionals, so a robust fax app can turn a smartphone into a secure transmission hub. This convenience eliminates the need for dedicated fax machines and physical phone lines, while still meeting compliance standards. Top Criteria for Evaluating Android Fax Apps Compatibility and Device Support The app should run smoothly on the latest Android versions and support a wide range of devices, from flagship phones to budget models. Look for clear minimum OS requirements and consistent updates. Security and Encryption Because fax often carries sensitive information, end‑to‑end encryption and compliance with regulations such as HIPAA or GDPR (if you handle international data) are essential. Verify that the provider publishes security certifications or audit results. Feature Set Unlimited inbound/outbound pages or tiered limits Document scanning via camera with OCR support Cloud storage integration (Google Drive, Dropbox, OneDrive) Digital signatures and password‑protected PDFs Batch sending and scheduled fax delivery Popular Android Fax Apps Reviewed The table below summarizes the most frequently mentioned apps in recent Android fax app reviews, focusing on core features, pricing models, and ideal user scenarios. App Key Features Pricing (per month) Free Trial Best For eFax Cloud storage, digital signatures, unlimited pages $16.95 30‑day trial Small businesses needing compliance MyFax International fax, OCR scanning, email forwarding $10 – $25 (tiered) Free 30‑day trial Freelancers and remote teams FaxFile Pay‑per‑fax, no subscription, PDF conversion Pay per page (≈ $0.05) None Occasional fax users RingCentral Fax Integration with RingCentral phone system, analytics dashboard $19.99 14‑day trial Enterprises with existing RingCentral setup Detailed Look at Leading Apps eFax eFax offers a full‑featured workspace with unlimited sending and receiving, plus an intuitive dashboard that tracks usage. Its security modules meet HIPAA standards, making it popular among healthcare providers. MyFax MyFax balances cost and capability with tiered plans that include a set number of pages. The app shines in its OCR scanning, converting photographed documents into searchable PDFs sent directly from the phone. FaxFile FaxFile is a pay‑per‑use solution, ideal for users who fax only a few pages each month. It requires no subscription and supports direct dialing from the Android interface, though advanced features are limited. RingCentral Fax RingCentral Fax integrates tightly with the RingCentral communications suite, providing a unified dashboard for voice, video, and fax. This makes it suitable for larger teams that need centralized reporting. How to Set Up an Android Fax App Getting started with a fax app is straightforward. Follow these steps to ensure a smooth onboarding experience: Download the chosen app from the Google Play Store. Create an account using your business email or a personal address. Verify your identity if the provider requires compliance documentation. Configure your default fax number and link any cloud storage services. Run a test fax to a known number to confirm connectivity. After the initial setup, explore the app’s settings to enable notifications, choose preferred file formats, and adjust security options such as password protection for outgoing documents. Integrations and Workflow Automation Modern fax apps are designed to fit into existing business workflows. Look for integration capabilities that align with your daily tools: Google Workspace – auto‑save incoming faxes to Drive. Microsoft 365 – send faxes directly from Outlook. CRM platforms – attach received faxes to customer records. Automation tools – trigger Slack alerts when a fax arrives. These connections reduce manual handling and help maintain a single source of truth for documents that travel via fax. Pricing Models and What to Expect Pricing varies widely across the market. Most providers offer a subscription plan that includes a set number of pages per month, while some, like FaxFile, charge per page. When evaluating costs, consider the following: Monthly vs. annual billing discounts. Overage fees for pages beyond the included allowance. International fax rates if you communicate globally. Any bundled services, such as additional cloud storage. Calculate your average fax volume to determine which model offers the best value. For occasional users, a pay‑per‑fax plan may be cheaper, whereas high‑volume businesses benefit from unlimited subscriptions. Support, Reliability, and Customer Service Reliable delivery is non‑negotiable for fax communications. Review uptime guarantees and read user feedback on delivery success rates. Look for providers that offer multiple support channels—live chat, email, and phone—to resolve issues quickly. Many apps provide a knowledge base with setup guides, troubleshooting steps, and compliance documentation. Access to a responsive support team can be the difference between a delayed fax and a seamless workflow. Making the Final Decision Choosing the right Android fax app hinges on your specific business needs. Identify the most critical factors—security, volume, integration, or price—and match them against the features outlined in the reviews above. Take advantage of free trials to test the user interface and confirm that the app works with your existing tools. Once you’ve narrowed down the options, compare the total cost of ownership and read recent user reviews for real‑world reliability. For additional resources, visit the source. " temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" ].05) None Occasional fax users RingCentral Fax Integration with RingCentral phone system, analytics dashboard .99 14-day trial Enterprises with existing RingCentral setup Detailed Look at Leading Apps eFax eFax provides a comprehensive workspace with unlimited sending and receiving capabilities, complemented by an intuitive dashboard that tracks usage. Its security features align with HIPAA standards, making it a favored choice among healthcare professionals. MyFax MyFax strikes a balance between affordability and functionality, offering tiered plans that include a predetermined number of pages. Its standout feature is OCR scanning, which converts photographed documents into searchable PDFs sent directly from mobile devices. FaxFile FaxFile operates on a pay-per-use model, catering to users who may only need to send a few faxes each month. With no subscription required, it allows direct dialing from the Android interface, although its advanced features are somewhat limited. RingCentral Fax RingCentral Fax seamlessly integrates with the RingCentral communications suite, providing a unified dashboard for voice, video, and fax. This integration makes it particularly suitable for larger teams that require centralized reporting. How to Set Up an Android Fax App Setting up a fax app is a straightforward process. Here’s a step-by-step guide to ensure a smooth onboarding experience: Download the selected app from the Google Play Store. Create an account using your business email or a personal address. Verify your identity if the provider requires compliance documentation. Configure your default fax number and link any cloud storage services. Run a test fax to a known number to confirm connectivity. Once the initial setup is complete, explore the app’s settings to enable notifications, choose preferred file formats, and adjust security options such as password protection for outgoing documents. Integrations and Workflow Automation Modern fax applications are designed to integrate seamlessly into existing business workflows. Look for capabilities that align with your daily tools: Google Workspace – automatically save incoming faxes to Drive. Microsoft 365 – send faxes directly from Outlook. CRM platforms – attach received faxes to customer records. Automation tools – trigger Slack alerts when a fax arrives. These integrations minimize manual handling and help maintain a single source of truth for documents transmitted via fax. Pricing Models and What to Expect Pricing for fax apps varies significantly across the market. Most providers offer subscription plans that include a set number of pages per month, while others, like FaxFile, operate on a pay-per-page basis. When assessing costs, consider the following: Monthly versus annual billing discounts. Overage fees for pages exceeding the included allowance. International fax rates for global communication. Any bundled services, such as additional cloud storage. Calculating your average fax volume will help determine which pricing model offers the best value. For infrequent users, a pay-per-fax plan may be more economical, while high-volume businesses typically benefit from unlimited subscriptions. Support, Reliability, and Customer Service Dependable delivery is paramount in fax communications. It is essential to review uptime guarantees and user feedback regarding delivery success rates. Seek providers that offer multiple support channels—live chat, email, and phone—to ensure prompt issue resolution. Many apps come equipped with a knowledge base containing setup guides, troubleshooting steps, and compliance documentation. Access to a responsive support team can significantly impact the efficiency of your faxing operations. Making the Final Decision Selecting the right Android fax app depends on your specific business requirements. Identify the most critical factors—be it security, volume, integration, or pricing—and align them with the features discussed in the reviews above. Utilize free trials to assess the user interface and confirm compatibility with your existing tools. After narrowing down your options, compare the total cost of ownership and consult recent user reviews for insights into real-world reliability. For further resources, consider visiting the source." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].05 per page with no subscription required, catering to occasional fax users. - RingCentral Fax: Integrates with the RingCentral phone system and offers an analytics dashboard for .99 per month with a 14-day trial, best for enterprises with existing RingCentral setups. Setting up an Android fax app involves downloading the app, creating an account, verifying identity if necessary, configuring the default fax number, and linking cloud storage services. Integrations with tools like Google Workspace and Microsoft 365 can streamline workflows. Pricing models vary, with options for monthly subscriptions or pay-per-page plans, and support should include multiple channels for issue resolution and access to a knowledge base.

AppWizard

October 7, 2026

Quarterfinals: Vote for the best RTS unit of all time

A democratic process has begun to determine the greatest RTS unit, with 16 units competing and eight advancing to the quarterfinals. The initial battles saw the Rohirrim defeat the Psyker and the Warcraft Peon overcome the Glass Dragon. The quarterfinal matchups include: - Peon (Warcraft 3) vs. Mammoth Tank - Rohirrim (Battle for Middle-earth) vs. Pride of Hiigara (Homeworld 2) - Mirage Tank (Command and Conquer: Red Alert 3) vs. Executor Super Star Destroyer (Star Wars: Empire at War) - Dolphin (Command and Conquer: Red Alert 2) vs. Priest (Age of Empires) Each unit has distinct characteristics that influence their appeal and strategy in the competition.

AppWizard

October 4, 2026

EU probes Minecraft and Candy Crush over hidden costs

EU consumer authorities are investigating nine major gaming companies over player spending transparency, particularly regarding the pressure on players to buy excessive virtual currency. The inquiry focuses on how these games communicate the costs of in-game purchases, with authorities advocating for clearer pricing and reduced pressure on players. Industry representatives argue that changes could lead to costly redesigns and affect game viability, especially for smaller developers. They propose solutions like tailored top-ups, smaller bundles, indicative real-money prices, and refunds for unused bundles. The CPC Network is applying existing laws, but concerns have been raised about extending these laws beyond permissible limits. Regulators are seeking clearer pricing, cancellation rights, and better protections for younger players, and may pursue national enforcement measures if issues remain unresolved.

Winsage

October 4, 2026

These 3 popular Windows apps run faster as CLI tools: Here’s how to switch

Windows provides graphical tools for various tasks, but terminal commands can be more efficient. Three utilities that serve as alternatives to File Explorer, Task Manager, and Notepad are zoxide, btop, and bat, all of which can be installed using winget. zoxide is a directory jumper that simplifies navigation through folder structures by learning user habits. It can be installed with PLACEHOLDERf0ff8219c0950297 and requires a line added to the PowerShell profile for activation. Users can jump to directories by typing PLACEHOLDERb9546a80b5ad16aa followed by part of the folder name, and it adapts over time based on usage patterns. btop is a system monitor that displays processor, memory, disk, network, and process data on a single terminal screen. The Windows version, btop4win, can be installed with winget install aristocratos.btop4win. It features live graphs, allows navigation via keyboard and mouse, and provides real-time updates on resource consumption. Users can filter and sort processes and terminate them directly from the interface. bat is a command-line file viewer that shows file contents with syntax highlighting and line numbers, eliminating the need to open Notepad. It can be installed using winget install sharkdp.bat and allows users to view files directly in the terminal. It integrates with Git to highlight changes and manages longer files with a pager for easier scrolling. These tools enhance efficiency for common tasks in Windows by providing quick access and streamlined workflows through the terminal.