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Star Wars Galactic Racer's devs tested its roguelite progression system by turning it into a board game
AppWizard
October 12, 2026

Star Wars Galactic Racer’s devs tested its roguelite progression system by turning it into a board game

Kieran Crimmins, the creative director at Fuse Games, emphasized the importance of tactile experience in game design, leading to the creation of a board game prototype for Star Wars Galactic Racer to explore gameplay mechanics. Matt Webster, the CEO of Fuse Games, noted that while modern engines are capable, traditional prototyping can be faster for capturing ideas. The board game prototype focused on simulating the progression system, where players earn rewards based on race performance, enhancing vehicle stats and acquiring parts. This system draws inspiration from roguelite games, providing continuity and growth in gameplay. Crimmins highlighted the efficiency of board game prototyping for rapid validation of emotional responses, allowing for quick adjustments using simple materials. The approach reflects a trend in game development towards flexibility and creativity in early design stages.
The open-source mobile OS LineageOS upgrades to Android 17, escaping the ecosystem without losing the apps
AppWizard
October 12, 2026

The open-source mobile OS LineageOS upgrades to Android 17, escaping the ecosystem without losing the apps

LineageOS has released version 24, transitioning to Android 17, which includes numerous security patches. The update features a new image editor called Canvas, enhancements to the Android TV launcher Catapult with a battery indicator, and improvements to the music application Twelve for faster loading times. It also expands support to 24 additional devices. A comprehensive list of supported hardware and a downloads page are available in Changelog 32. LineageOS aims to provide a version of Android free from Google's ecosystem, allowing users to reduce bloatware and unwanted services, although some Google-dependent applications may face issues.
dbForge 2026.2 Adds a PostgreSQL Debugger, Visual Object Editors and Broader Context for dbForge AI Assistant
Tech Optimizer
October 11, 2026

dbForge 2026.2 Adds a PostgreSQL Debugger, Visual Object Editors and Broader Context for dbForge AI Assistant

Devart has released dbForge 2026.2, a unified database management ecosystem for PostgreSQL developers, featuring an embedded PostgreSQL Debugger that allows for efficient error tracking in server-side code. The Debugger enables breakpoints, step-through code execution, and real-time monitoring of variables and query results. Visual editors for PostgreSQL event triggers, functions, and procedures have been introduced, allowing for easier management without manual SQL writing. The dbForge AI Assistant now offers expanded context awareness, enabling users to attach various documents and select from multiple AI models for generating relevant SQL code. A free Express edition of the AI Assistant is available, with limited features compared to paid plans. Additionally, new SQL refactoring commands and schema comparison improvements have been implemented, along with updates for compatibility with MySQL 26.7 and MariaDB 13.x.
silver Android smartphone
AppWizard
October 11, 2026

Android 18 UI Breakdown: Deep Material You Upgrades, Progressive Blurs, and Hardware Synergy

Google is teasing the return of the Android Dev Summit, focusing on Android 18 and its visual transformation. Key upgrades include: 1. Modern Graphics: Introduction of multi-point mesh gradients and real-time progressive blurs for enhanced visual fidelity. 2. Evolved Material You: Development of tactile glassmorphism and fluid component scaling for a three-dimensional user experience. 3. App Efficiency: Stricter performance benchmarks to minimize resource-heavy background processes and ensure smooth operation. 4. Hardware Synergy: Optimizations in Android 18 designed to complement next-generation displays, particularly for the upcoming Pixel 12.
Android Malware Caught by Teaching AI to Read Apps as Pictures
AppWizard
October 11, 2026

Android Malware Caught by Teaching AI to Read Apps as Pictures

A research team from Turkey, led by Erdal Başaran and Ömer Okucu of Ağrı İbrahim Çeçen University, along with Yusuf Alaca from Hitit University, has developed an innovative detection framework for Android malware that utilizes a visual approach. This framework transforms key features of Android applications into images, allowing a Vision Transformer to differentiate between benign software and malware. The researchers created two types of images from static and dynamic analysis features: a conventional 2D grayscale image and a QR code image. Separate Vision Transformer models were trained on each image type, and spatial pooling features were extracted from deeper layers to create a comprehensive representation of application behavior. To refine the fused feature vector, Recursive Feature Elimination (RFE) was employed, enhancing classification clarity and reducing computational load. The final classification utilized a majority-voting ensemble strategy, achieving a detection accuracy of 98.72 percent, surpassing standalone models. The study demonstrates that the multimodal system outperforms individual grayscale or QR code pathways. The dataset used is publicly available, promoting reproducibility. The framework's reliance on static and dynamic analysis features allows it to adapt to new threats, and the novel QR code representation offers distinctive visual signatures of malicious behavior. However, challenges remain regarding feature extraction quality and computational demands.
Amazon Aurora PostgreSQL now supports direct querying of Apache Iceberg and Parquet data in your data lake
Tech Optimizer
October 11, 2026

Amazon Aurora PostgreSQL now supports direct querying of Apache Iceberg and Parquet data in your data lake

Amazon has introduced a new capability for Amazon Aurora PostgreSQL that allows users to query operational data alongside data stored in data lakes formatted in Apache Iceberg and Apache Parquet. This feature enables direct access to Iceberg REST Catalog-compatible catalogs, eliminating the need for data duplication or relocation. The integration of DuckDB within Aurora PostgreSQL allows users to query live operational data, including uncommitted writes, alongside data from data lakes using standard PostgreSQL syntax. This capability is available on Aurora PostgreSQL versions 17 (starting with 17.11) and 18 (starting with 18.6). Users must create an Aurora PostgreSQL cluster, attach an IAM role with the AuroraAnalytics feature, and enable the aurora_analytics extension to utilize this feature. They can create foreign tables referencing Iceberg or Parquet data in the data lake, and query them using familiar PostgreSQL commands. Aurora optimizes query performance through techniques like predicate pushdown and column pruning, and users can monitor query behavior with metrics provided by aurora_analytics_stat_statements(). Direct querying of Apache Iceberg and Parquet data is available across all commercial AWS Regions and AWS GovCloud (US) Regions without additional charges, aside from incremental Aurora compute and Amazon S3 request costs.
Microsoft Overhauls Windows 11 Search To Control Your PC Faster Than Ever
Winsage
October 10, 2026

Microsoft Overhauls Windows 11 Search To Control Your PC Faster Than Ever

Microsoft has released an update for its Insider Program that includes a revamped Search feature, enhancing user experience with a focus on more informative results and previews. The update integrates advanced capabilities through WinUI 3 and allows users to access quick details without launching files or navigating File Explorer. It introduces web previews for specific queries, such as local weather and stock market data, and includes "inline actions" that enable users to perform tasks directly from the search window, like sending SMS messages or changing themes. Users can explore these features by joining the Windows Insider Program and enabling Feature flags in the settings.
We tested gaming performance in 17-year-old Windows 7 against Windows 11 on a modern gaming PC — older operating system delivers advantages in some scenarios
Winsage
October 10, 2026

We tested gaming performance in 17-year-old Windows 7 against Windows 11 on a modern gaming PC — older operating system delivers advantages in some scenarios

Windows 7 was released in 2009 and has received positive reviews for nearly two decades. A performance evaluation was conducted by installing Windows 7 on a modern PC and testing it against Windows 11 across ten games, including eight DirectX 11 titles and two DirectX 9 titles. In the game Metro 2033 Redux, Windows 11 achieved a higher average frame rate, but Windows 7 had better handling of CPU-related performance drops, resulting in stronger 1% lows. In Batman: Arkham Origins, Windows 7 outperformed Windows 11 in both average frame rate and 1% lows at 1080p and 4K. For Batman: Arkham Knight, Windows 7 showed higher performance when CPU-limited at 1080p, while Windows 11 led in GPU-limited scenarios at 1440p and 4K. In Batman: Arkham City, Windows 11 had the advantage across all resolutions as the game was GPU-bound. In The Witcher 3: Wild Hunt, Windows 7 outperformed Windows 11 in 1% lows at 1080p, but Windows 11 took the lead at higher resolutions. Control showed Windows 11 outperforming Windows 7 across all resolutions due to GPU optimizations. Hitman: Absolution also favored Windows 11 in GPU-limited scenarios. For DirectX 9 games, Windows 7 demonstrated significant advantages in average frame rate and 1% lows in Batman: Arkham Asylum, especially at lower resolutions, while performance in Borderlands 2 was nearly identical across both operating systems at 4K. Overall, Windows 7 excels in CPU-limited scenarios, while Windows 11 performs better in GPU-bound situations, aided by advanced graphics drivers. Microsoft’s ongoing efforts aim to improve Windows 11's performance and reliability.
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