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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.
AWS Embeds DuckDB in Aurora PostgreSQL, Enabling Direct Data Lake Queries Without ETL
Tech Optimizer
October 10, 2026

AWS Embeds DuckDB in Aurora PostgreSQL, Enabling Direct Data Lake Queries Without ETL

Amazon Web Services (AWS) has integrated the open-source analytics engine DuckDB into its Amazon Aurora PostgreSQL database, allowing users to query Apache Iceberg tables and Parquet files directly from data lakes without traditional ETL processes. This feature, announced on September 30, 2026, enables seamless access to both operational and historical data in a single SQL statement. Users can enable the aurora_analytics extension, assign an IAM role for S3 and AWS Glue access, and create external tables using standard PostgreSQL syntax. The integration supports Iceberg tables managed by AWS Glue Data Catalog, Iceberg REST Catalog-compatible external catalogs, Parquet files on S3, and S3 Tables. Performance optimizations include predicate pushdown and column pruning on the data lake side, with caching for frequently accessed data. This feature is available for Aurora PostgreSQL versions 17.11 and later, and 18.6 and later, across all commercial regions and AWS GovCloud (US), with no additional charges beyond Aurora compute and S3 request fees. In a separate development, AWS has a significant contract with AI company Anthropic, anticipating billion in cloud-related contractual obligations over several years, with approximately billion projected to be paid to Amazon from a 10-year agreement announced in April 2026. Anthropic's revenue has shown impressive growth, with first-quarter 2026 revenue reaching 0 million and second-quarter revenue at .8 billion. However, risks are present, as a significant portion of Anthropic's revenue comes from a few customers, and many larger clients lack long-term contracts. Amazon has invested .8 billion in Anthropic, with its stake valued at approximately billion as of June 2026.
NVIDIA DGX Station for Windows: 748GB, 20 PFLOPs
Winsage
October 8, 2026

NVIDIA DGX Station for Windows: 748GB, 20 PFLOPs

NVIDIA announced the DGX Station for Windows on October 7, 2026, transitioning from a Linux-only approach to a Windows-based workstation. It features the GB300 Grace Blackwell Ultra Desktop Superchip, which includes a 72-core Grace CPU and a Blackwell Ultra GPU, providing up to 748GB of coherent memory and 20 petaFLOPs of FP4 AI compute. The system is designed for enterprise developers, allowing them to use familiar tools like CUDA and TensorRT within a Windows environment. The DGX Station for Windows will be available through OEM partners in Q4 2026, with an estimated price range of ,000 to ,000. NVIDIA will continue to offer the Linux version of the DGX Station alongside the new Windows edition.
Kingdom Come Maker Hopes GTA 6 Lifts Game Prices
AppWizard
October 5, 2026

Kingdom Come Maker Hopes GTA 6 Lifts Game Prices

Martin Klima, co-founder of Warhorse Studios, argues that the video game industry has undervalued its products and that a price increase is necessary for the survival of mid-sized developers. He highlights that production costs for high-quality RPGs and open-world games have risen significantly, while retail prices have remained stagnant. Rockstar Games is set to launch Grand Theft Auto VI at .99 for the standard edition and .99 for the Ultimate Edition, which is being observed as a potential benchmark for future game pricing. Klima believes that if GTA VI's pricing is successful, it could encourage other developers to raise their prices as well. He notes that adjusted for inflation, games today cost less than they did in the 1990s. The last significant price increase in the industry occurred in 2020, when the standard price rose from .99 to .99. Analysts suggest that franchises like Call of Duty, NBA 2K, and EA Sports FC may follow suit if GTA VI performs well commercially.
OM SDK sandbox cuts Android ad session start to 11 ms, IAB Tech Lab says
AppWizard
October 5, 2026

OM SDK sandbox cuts Android ad session start to 11 ms, IAB Tech Lab says

IAB Tech Lab has released version 1.6.10 of its Open Measurement SDK for Android, introducing the ability for verification scripts for native ads to run within Android's Jetpack JavaScriptEngine instead of the traditional WebView. This update, effective from October 1, 2026, allows for a significant reduction in verification check initiation time, with the sandbox environment taking approximately 11 milliseconds compared to 268 milliseconds in the WebView. Applications that do not implement this new feature will continue to function as before, and HTML-based ads are not included in this update. The JavaScriptEngine library allows JavaScript evaluation without a WebView, reducing resource consumption and enabling compatibility with background services. The adoption process for this feature involves updating to OM SDK Android 1.6.10 or later, integrating the androidx.javascriptengine dependency, and maintaining the sandbox throughout the app's lifecycle.
This week in PC games: new Ace Combat, Transport Fever 3, and a System Shock-alike set on a disco space station
AppWizard
September 28, 2026

This week in PC games: new Ace Combat, Transport Fever 3, and a System Shock-alike set on a disco space station

The world of video game journalism is thriving, with a variety of new PC game releases showcasing creativity and innovation. Notable new titles include: - Camp Whittlewood: A pixel-art horror RPG featuring cub scouts on a camping adventure without typical horror tropes. - HR: Human Remains: Players navigate Hell as an office clerk managing a to-do list amidst a war between humans and demons. - Yots: A co-op extraction game set in a procedurally generated city reminiscent of the PS1 era and Silent Hill. - Drop Command: Combines cockpit combat with 90s Mechwarrior and 4X gameplay elements. - Nivalis Nights: A cyberpunk restaurant management simulation with lush visuals. - Toem 2: A sequel featuring gentle platforming and photography puzzles. - Transport Fever 3: A detailed simulation game focused on trains. - Tiny Flock: A VR shepherding simulation with whimsical elements. - Radiosol: Players control a mechanical spider in a world of dusty megastructures, utilizing generative AI for multilingual support. - Okko The Exiled: A 2D visual game featuring a small protagonist with a large club. - Songs of Glimmerwick: A witch school RPG combining magic and music. - By God Alone: An expansion for Crusader Kings 3 allowing players to control the Vatican. - Dynasty Warriors 3: Complete Edition Remastered: Revives the classic musou experience with enhanced graphics. - RetroSpace: A survival game set aboard a space station drawn into a black hole. - Ace Combat 8: Wings of Theve: The latest installment in the aerial combat franchise.
Drop everything and grab the popcorn: Majuular's 4.5-hour documentary on Ultima Online is here to devour your weekend
AppWizard
September 26, 2026

Drop everything and grab the popcorn: Majuular’s 4.5-hour documentary on Ultima Online is here to devour your weekend

YouTube essayist Majuular has released a new video focused on Ultima Online, part of a series that took six months to produce. The video explores the game's origins under Richard Garriott and Starr Long, its development by Raph Koster and his team, and its impact on the gaming landscape. Ultima Online has adapted to competition and remains accessible through official and fan-operated servers, including the In Mani Ylem server. Majuular's efforts to document the making of Richard Garriott's series have gained him over 200,000 followers on YouTube. His retrospective highlights Ultima's influence on role-playing games and includes personal stories and historical context.
silver Android smartphone
Tech Optimizer
September 23, 2026

BigDiskBuster PoC Blocks Windows Defender Updates

A new tool named BigDiskBuster has been released on GitHub, which disrupts Microsoft Defender Antivirus by preventing it from installing updates. It does this by consuming available disk space during the update process, causing Defender to remain on its current version and unable to receive new platform or signature updates. BigDiskBuster operates as a local denial-of-service technique and requires prior access to the target machine to execute. The tool was created by researcher Abdelhamid Naceri, known as Nightmare Eclipse, who has previously worked on similar projects. As of now, there is no CVE identifier, patch, or advisory from Microsoft regarding this issue.
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