system Archives

AppWizard

July 31, 2026

Valve finally gives Deadlock a proper ranked mode, warns that matches will be ‘very rocky’ to start

Valve has introduced a revamped ranked mode for Deadlock, featuring a new match balancing system aimed at enhancing the competitive experience. This update marks a significant transformation from the previous straightforward ranked mode, which allowed players to select heroes and compete for ranks. Players should prepare for an adjustment period as the community adapts to these changes. Additionally, there are indications that Valve may consider expanding access to Deadlock beyond its current invite-only format.

Winsage

July 31, 2026

I used Everything, Windows Search, and File Pilot to find lost files fast, and there’s one clear winner

Many users struggle with disorganized files, and Windows 11's built-in search tool is often slow and unreliable, yielding poor results. Testing showed that it struggles to find files in subfolders, even with enhanced indexing enabled. In contrast, File Pilot offers faster search functionality, filtering results to the current folder and allowing expansion to subfolders with a keystroke, though it lacks wildcard search capabilities. Everything is highlighted as the best option, known for its rapid indexing and customizable search criteria, making it superior to both Windows Search and File Pilot.

BetaBeacon

July 31, 2026

Musou Classic in Your Pocket: Dynasty Warriors: Overlords Unexpectedly Released on iOS and Android

NEOCRAFT LIMITED surprised fans by releasing Dynasty Warriors: Overlords mobile game earlier than expected. The game, licensed by Koei Tecmo, was initially set to launch on July 1 but launched servers on July 30. It features classic musou gameplay, story campaigns, cooperative raids, and boss battles. Players can download the game for free on iOS and Android devices.

Winsage

July 30, 2026

You might think Linux always wins — but a lifelong Linux user found something in Windows 11 worth switching for

A Linux user with extensive experience transitioned to Windows 11 for practical reasons, citing compatibility with essential applications like Microsoft Office and Autodesk software as key factors. Despite acknowledging flaws in Windows 11, he found it better suited to his workflow. The discussion highlighted that many users differentiate between the operating system and Microsoft's corporate practices, with some praising Windows 11's improvements while criticizing Microsoft's approach. Concerns about resource usage and user control were also raised, along with the appeal of Linux's customization options. Ultimately, the debate emphasizes that the choice of operating system depends on individual needs and workflows rather than a definitive superiority of one over the other.

AppWizard

July 30, 2026

Gears of War: E-Day devs are embracing ‘old-school’ multiplayer in 2026: ‘No battle pass, no tour of duty, no gimmicks, no bullsh*t’

The multiplayer aspect of Gears of War: E-Day features two modes: Horde Siege (PvE) and Versus (PvP), with gameplay reminiscent of 2007. Players can earn nearly all items through gameplay, without the need for battle passes. The game will launch with 60 unlockable characters and will offer free maps, modes, and cosmetics over five seasons. Cosmetics will focus on authenticity and creativity, staying true to the Gears universe. Players can earn a free currency, Coins, through gameplay, with a weekly cap, while a premium currency, Iron, allows for bypassing the grind for cosmetics.

AppWizard

July 30, 2026

How to use screen mirroring on Roku with your Android phone

Owning a Roku TV or streaming box allows for seamless integration with existing tech setups, enhancing the viewing experience. Users can mirror their Android phone's screen to the Roku device, provided both support the Miracast protocol. Most Roku devices support screen mirroring, but some Android devices, like Google Pixels, do not support Miracast natively. Users can still cast individual apps such as YouTube or Netflix using the DIAL protocol. To mirror the screen, users must navigate to the settings menu on the Roku and select the screen mirroring mode. Samsung Galaxy users can easily mirror their screens by using the Smart View feature. While mirroring, a Smart View pill allows users to adjust settings and aspect ratios. If audio issues arise, users should check the volume on both devices. Samsung Galaxy smartphone users can utilize the DeX feature for a desktop-like experience when connected to a Roku. To activate DeX wirelessly, users can access quick settings and select the Wireless DeX toggle. Some lag may occur during wireless use, which can be mitigated by adjusting the TV's picture mode to gaming.

Tech Optimizer

July 30, 2026

Generating Referentially Consistent Synthetic Test Data for PostgreSQL in .NET Application Modernization

Satyajit Gokhale, Aiswaryaa Venugopalan, Ruchi Agarwal, Nits Jeganathan, Khurram Khawaja, Vijay Mandadi, and Luke Huan contributed to this article. AWS Transform offers a .NET application modernization service that allows enterprise customers to migrate from Microsoft SQL Server to Amazon Aurora PostgreSQL Compatible Edition. This migration reduces licensing costs and enhances scalability while utilizing an open-source ecosystem. Schema conversion tools can assist in translating DDL to PostgreSQL-compatible definitions, but correctness must be verified by teams to ensure performance under real-world workloads. Traditional testing methods, such as using production data or manual checks, are not scalable and raise privacy concerns. Therefore, there is a need for realistic synthetic data generated at scale that adheres to the migrated schema's constraints. AWS Transform for SQL Server modernization employs an AI agent to generate constraint-respecting synthetic data at scale during the migration workflow. This process involves loading the PostgreSQL schema into a live database, constructing a dependency graph for data generation, and distributing tasks across multiple sub-agents. The agent validates each generated INSERT against the live database, ensuring compliance with constraints and providing error diagnostics for any violations. The synthetic data generation workflow consists of four stages: schema analysis, establishing generation order, distributing tasks across sub-agents, and validation with error recovery. The agent extracts metadata from the PostgreSQL schema, determines a valid table generation sequence, parallelizes data generation while maintaining referential integrity, and generates and validates data row-by-row against the live database. Each successful insertion enriches the context for subsequent generations, while errors are handled through structured diagnostics and iterative regeneration. The process ensures referential integrity and preserves the generation state, allowing for recovery from interruptions without data loss.

Winsage

July 30, 2026

Microsoft Quietly Adds New Windows App That Wants to Scan Your Face

Microsoft has started rolling out a new application called OneDrive Photos to select Windows 11 PCs, which automatically indexes local photo libraries and enhances user experience with AI-driven search capabilities and optional facial grouping features. The app can identify and showcase images stored locally, even without a Microsoft account, and provides AI-powered search functionality for locating photos through natural-language queries and optical character recognition. It includes a People feature that groups similar faces while ensuring privacy, with the option to disable it. OneDrive Photos is integrated with the existing OneDrive client and cannot be uninstalled independently; users must uninstall OneDrive entirely to remove the app. Microsoft has not commented on the rollout.

Tech Optimizer

July 30, 2026

EDB Says Postgres AI Tops Enterprise AI Data Platform Benchmarks

EnterpriseDB (EDB) has released benchmark results for its EDB Postgres AI (EDB PG AI), showing superior performance compared to various AI data platforms, including vector databases and managed Postgres platforms. The independent testing by McKnight Consulting Group indicated that EDB PG AI outperformed competitors in all evaluated metrics, including query speed, accuracy, and cost efficiency. Key findings include: - EDB PG AI achieved a median query latency of 50 milliseconds at 50 million vectors, making it the fastest platform tested, 80 times faster than Databricks and 21 times faster than MongoDB Atlas. - It demonstrated the highest accuracy for core vector search with a recall rate of 0.911, outperforming MongoDB by 26% and Databricks by 17%. - In a concurrent agent loop test, EDB PG AI completed tasks in 27 milliseconds, significantly faster than MongoDB Atlas (699 milliseconds) and Databricks (5.1 seconds). - EDB PG AI provided 76 times better price performance than Databricks and 34 times better than MongoDB. - The platform integrates vectors, structured data, and analytics within a single operational database, enhancing efficiency and reducing the risk of data inconsistency. The benchmark study assessed the performance of EDB PG AI against Amazon Aurora PostgreSQL, Databricks, Crunchy Bridge, MongoDB Atlas, and open source PostgreSQL, all standardized on equivalent enterprise hardware.

AppWizard

July 30, 2026

OneBlock Online

OneBlock is a Minecraft game mode where players start with a single block that evolves through 29 phases, offering valuable loot. It includes multiplayer features, daily and weekly quests for XP, and the ability to own multiple islands. Players can engage in monster islands for rare drops, unlock custom enchantments, and utilize worker minions for automation. The game also offers extensive customization options for islands and characters, a player-driven economy, a leaderboard system, and server-wide events. Future updates are expected to introduce more phases, blocks, and items.