prototype

Tech Optimizer
February 10, 2026
AKDAN Malware Hunters has launched the AKDAN HALL PED, a security solution that detects and neutralizes unknown document-based malware in 0.27 seconds, achieving a 99% success rate against emerging threats. This technology uses Pre-Execution Detection (PED) and a virtual "hypnosis" environment to analyze potentially malicious behavior, differing from traditional antivirus software that relies on known threat databases. CEO Sean Jeon, with over 15 years in cybersecurity, emphasizes the need for proactive measures as 91% of cyberattacks start via email, often using document-based malware. The AKDAN HALL product line includes a cloud-based agent for personal use and the AKDAN HALL Mini, a compact server for sensitive environments, both designed to complement existing antivirus solutions. The company has received support from the Initial Startup Package program at Seoul National University of Science and Technology and plans to expand into the Japanese market.
AppWizard
January 30, 2026
The native GeForce NOW app for Linux PCs is now available in beta, supporting Ubuntu 24.04 and later, allowing users to stream games with GeForce RTX capabilities directly from the cloud. The app introduces ten new games, including The Bard’s Tale IV: Director’s Cut and The Bard’s Tale Trilogy. It offers high-performance gaming with resolutions up to 5K and 120 fps or 1080p at 360 fps. The app is optimized for PCs and notebooks, providing a native experience similar to the existing GeForce NOW app for Windows and macOS. New game releases include Cairn, The Midnight Walkers, Prototype, Prototype 2, Warhammer 40,000: SPACE MARINE 2, Half Sword, Vampires: Bloodlord Rising, and Total War: Three Kingdoms.
AppWizard
January 21, 2026
Sadat Sahib has developed a prototype that enables crossplay between Minecraft and Hytale, allowing players from both games to interact. He has shared screenshots and demonstration videos showcasing features like cross-game chat, animation synchronization, and combat mechanics. Sahib acknowledges existing challenges in the mod, describing it as a proof of concept rather than a finished product, and is focused on improving shared world generation.
AppWizard
January 7, 2026
A curated watchlist highlights promising Turkish video games set for release in 2026, featuring titles that indicate a 2026 release window on Steam. The main list includes: - Anomaly President by Phew Phew Games: A presidential roguelike action game set for Q1 2026 on PC. - Dead Engine by Chocolate Dungeon Games: A pixel-art, post-apocalyptic survival action-roguelite launching in Early Access on January 22, 2026. - Emberbane by Hamlet Games: A pixel-art action-adventure game scheduled for January 2026. - Eternity’s Echo: Patient Zero by Demonsoft Games: A first-person psychological survival-horror title set for Q1 2026. - Gamer Stop Simulator by Red Axe Games: A simulation game set in Japan, aiming for a higher visual standard, with no specific release date mentioned. - Island Market Simulator by Zentium Studio: Set for Q1 2026, focusing on managing an island-town business. - Mayhem Brawler II: Best of Both Worlds by Hero Concept: A beat 'em up game set for 2026 release on Steam and consoles. - Papa Needs a Headshot by Phew Phew Games and Vercial Games: An FPS set for Q2 2026 release. - Sagas of Lumin by Elos Games and Arts: An action RPG launching in Q1 2026. - The Enigma Cases by Red Axe Games: A co-op detective mystery game set for 2026. - Who Do Voodoo by Kuixo: A multiplayer social-deduction game targeting Q1 2026 for Early Access. Additionally, several titles are under consideration for a potential 2026 release, including: - Black State by Motion Blur: A single-player action-adventure shooter marked as “To be announced.” - Deckfort Alchemist by Team Machiavelli: A strategic roguelike tower defense game currently marked as “Coming soon.” - A new project from Fubu Games is anticipated following their successful titles in 2025.
AppWizard
January 6, 2026
The Asus G1000 gaming PC features a unique design with holographic 'fans,' a hood scoop for cooling, and a thick side panel. It is equipped with an Asus Nvidia GeForce RTX 5090 graphics card, an AMD Ryzen 9 9950X3D CPU, 32GB of DDR5 RAM, and 2TB of SSD storage. The cooling system includes a 420mm AIO liquid cooler, a 140mm fan at the base, front-mounted fans, and an exhaust fan at the rear. The holographic 'fans' consist of spinning light strips with 680 LEDs, creating a lighting effect rather than circulating air. The design includes two smaller holographic displays and a larger side panel display, all within a hinged glass panel. The current version is a prototype with no confirmed release date or pricing.
AppWizard
December 30, 2025
At the I/O 2025 event, Google presented Project Astra, showcasing its AI, Gemini, which can control Android devices to perform tasks like retrieving web content, playing YouTube videos, managing emails, and making phone calls. The demonstration illustrated Gemini's ability to navigate PDFs and transition between apps. Google introduced a Computer Use model for developers, enabling Gemini to interact with user interfaces in a human-like manner, currently optimized for web browsers. Apple is also enhancing Siri's capabilities to perform actions across multiple apps using voice commands. Google's approach is more generalized and not reliant on prior integrations, aiming to improve user interaction. The new Google Assistant, introduced in 2019, promised to allow voice operation of phones and multitasking across apps but faced challenges and limited adoption. Advancements in generative AI may enable more conversational command issuance, potentially addressing previous limitations. The integration of this technology could significantly impact wearable devices, allowing for phone control and information relay from secondary devices. The future of voice control as a primary interaction method for smartphones remains uncertain.
Tech Optimizer
December 24, 2025
An open-source toolkit called the pgEdge Agentic AI Toolkit for Postgres has been released in beta to facilitate the development of agentic AI applications on standard PostgreSQL infrastructure. It addresses the challenges of transitioning from prototype applications to production systems that meet enterprise-level standards for database, security, and regulatory compliance. The toolkit supports various deployment environments, including on-premises and self-managed cloud setups, and is particularly useful for organizations requiring high availability, control over data residency, or air-gapped operations. It includes a Model Context Protocol (MCP) Server for secure connections between AI agents and PostgreSQL databases, natural-language agents accessible via CLI and web interfaces, and a suite of Postgres extensions for AI workloads. Key features include automated vector embedding generation, a Retrieval-Augmented Generation (RAG) API server, document ingestion utilities, and hybrid semantic and full-text search. The toolkit is compatible with recent PostgreSQL versions and is fully open source under the Postgres license, with enterprise support for pgEdge subscribers and a managed cloud version expected in early 2026.
AppWizard
November 22, 2025
Simon Collins-Laflamme, the founder of Hytale, has revived the game after it was shelved by Riot Games. He assembled a team of over 30 developers and stated that the game is not yet polished. Collins-Laflamme emphasized the importance of transparency, admitting that Hytale is not good enough in its current state. The team decided to use an older game build instead of a newer cross-platform engine, which would have delayed progress. He acknowledged the lack of game progression mechanics and expressed a desire for more time to enhance the experience. Collins-Laflamme is open to feedback and sees it as crucial for improvement. He is confident that the game will be acceptable at release but recognizes the challenges ahead, including bug fixes and design refinements.
AppWizard
November 18, 2025
Google is updating the Gemini app with a new interface and Gemini 3 Pro support. Google AI Ultra subscribers can try the Gemini Agent, which can complete actions within the Google ecosystem and on the web. The app is gaining two generative interfaces that create custom views in real-time based on user requests. Gemini 3 enhances multimodal understanding and agentic coding capabilities. The Gemini Agent is an experimental tool that simplifies multi-step tasks and integrates with Google Workspace applications. It can manage calendar events, set reminders, and organize Gmail inboxes, while prioritizing user control for significant changes. The app introduces visual layouts and dynamic views for customizable user engagement. Users can experiment with Gemini 3 Pro by selecting the "Thinking" model, while the Gemini Agent is exclusive to Ultra subscribers in the U.S.
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