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Marvel Tōkon Fighting Souls launches with PC performance issues and mixed Steam ratings
AppWizard
August 7, 2026

Marvel Tōkon Fighting Souls launches with PC performance issues and mixed Steam ratings

Players of Marvel: Tōkon Fighting Souls are experiencing performance issues on PC, leading to a Mixed rating on Steam with only 43% positive feedback. The game suffers from persistent micro-stutters during gameplay, launch failures, and significant challenges for Linux users, who are unable to access the game. A Reddit user highlighted that the game has regular micro-stutters regardless of hardware or settings, with frame-time graphs showing frequent spikes correlating to visible stutters. These issues disrupt online matches due to dropped frames. Even high-end hardware does not alleviate the stuttering, and external frame-rate limiters do not resolve the visible stutters. Steam reviews reflect concerns about performance, with some users reporting issues before launching the game. Linux users are particularly frustrated as the game blocks any attempts to launch on Linux systems, unlike another title from the same developer. The game is also not compatible with the Steam Deck due to similar Linux-related issues. Arc System Works has released a day-one patch aimed at improving performance, including reducing CPU load and addressing performance drops associated with overlays, but players are still awaiting feedback on its effectiveness.
What Happens To Your Computer If You Skip Windows Updates
Winsage
August 6, 2026

What Happens To Your Computer If You Skip Windows Updates

Windows operating systems have hidden functionalities and privacy enhancements introduced through regular updates, which are crucial for maintaining system security. Neglecting updates leaves known vulnerabilities open to exploitation by malicious actors, as Microsoft typically addresses security flaws only after they are identified. Windows Update is the primary mechanism for addressing these vulnerabilities. Unpatched systems become targets for cyber threats, leading to severe consequences such as remote code execution, privilege escalation, ransomware attacks, and boot-level compromises. The PrintNightmare vulnerability (CVE-2021-34527) was acknowledged by Microsoft after active exploitation was detected, leading to the release of patches. The WannaCry cyberattack in May 2017 affected over 300,000 computers due to an unpatched SMB flaw, highlighting the risks of outdated systems. Timely updates can prevent vulnerabilities that may lead to ransomware, credential theft, and other compromises. Users are advised to install updates promptly and avoid connecting unsupported versions to the internet.
An official Microsoft engineer gives a favorite unofficial Windows 11 app a shiny polish
Winsage
August 3, 2026

An official Microsoft engineer gives a favorite unofficial Windows 11 app a shiny polish

Microsoft is addressing performance gaps in Windows 11, particularly with built-in applications. Users have turned to third-party applications like Files, which has received a substantial update focusing on file extraction and folder loading improvements. The update includes enhanced user experience features, such as updated sidebar icons and improved management of encrypted archives. A notable addition is the integration of WindowSill into Files, allowing users to perform various tasks directly from file selections without opening dedicated applications. This integration provides context-aware actions for different file types, including images, PDFs, videos, and Office documents. The update also includes numerous bug fixes and performance enhancements. The latest version of Files, 4.2.2, is available for download on GitHub and the Microsoft Store.
Microsoft finally has a Windows 11 upgrade everyone can get behind
Winsage
August 3, 2026

Microsoft finally has a Windows 11 upgrade everyone can get behind

Microsoft is focusing on enhancing Windows 11 by addressing fundamental improvements, as highlighted by CEO Satya Nadella during the fiscal 2026 fourth-quarter earnings call. The company is investing in maintaining high quality and fundamentals for the operating system, with ongoing efforts to fix user concerns. Enhancements include testing a movable taskbar, reducing RAM consumption, fixing memory leaks, improving slow startup times, and updating File Explorer and Windows Search. The introduction of the Low Latency Profile update aims to improve responsiveness in the Start menu and shell. Microsoft has also removed the Copilot branding from certain applications to streamline the user experience. This renewed focus follows a challenging year with problematic updates, including a mandatory update in June that caused boot failures and other issues, prompting an emergency update in July. Financially, Microsoft's More Personal Computing revenue declined by 4%, with Windows OEM and Devices revenue dropping by 7%.
Generating Referentially Consistent Synthetic Test Data for PostgreSQL in .NET Application Modernization
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.
Missed Windows 11 Secure Boot? Don't panic, Microsoft is still pushing it in the coming months
Winsage
July 29, 2026

Missed Windows 11 Secure Boot? Don’t panic, Microsoft is still pushing it in the coming months

Microsoft reassured Windows 11 and Windows 10 users that their PCs will continue to boot normally and receive updates even if they have not yet received the new Secure Boot 2023 certificates. The rollout of these certificates is expected to continue over the upcoming months. The initial Secure Boot certificate expired on June 24, 2026, and Microsoft has been replacing older 2011 certificates since 2024. The latest update, KB5101650, transitioned Windows 11 to OS builds 26200.8875 and 26100.8875 for versions 25H2 and 24H2, respectively. The 2023 certificates replace older certificates with modern cryptographic standards, allowing Microsoft to deliver DBX revocation updates without interruption. Devices using the 2011 KEK can only receive DBX updates signed with that key, which is no longer valid after June 24. Microsoft has been rolling out the 2023 certificates for the past two years, and many devices remained in a yellow or red status by the June deadline. To check Secure Boot status, users can navigate to Windows Security > Device Security. A green checkmark indicates successful application of the certificates, while yellow and red alerts indicate compatibility issues or firmware incompatibility. PCs that are older or operating in Legacy BIOS mode will not receive the updates. Windows 10 also receives Secure Boot updates, but enrollment in Extended Security Updates (ESU) is required.
'PGSimCity' shows how the PostgreSQL database actually works internally in a SimCity-like 3D environment.
Tech Optimizer
July 28, 2026

‘PGSimCity’ shows how the PostgreSQL database actually works internally in a SimCity-like 3D environment.

PGSimCity is a web application that provides a 3D visualization of PostgreSQL's architecture, allowing users to explore its internal operations during SQL query execution. The application features an interactive interface that guides users through the connection process to PostgreSQL, illustrating how client connections reach the Postmaster and backend processes. It highlights the significance of connection pooling and the impact of increasing connections on backend processes. In the 'Query Lab' section, SQL statements are transformed into execution plans, showcasing processes like Parser, Rewriter, Planner, and Executor, along with execution paths such as Seq Scan and Index Scan. The shared_buffers area represents PostgreSQL's buffer cache, optimizing performance by reading data in 8KiB pages. Visualizations depict data pages stored on disk, with pathways showing the movement of pages to shared_buffers. The Write-Ahead Log (WAL) mechanism records changes for recovery, and transaction commits wait for WAL records to be flushed. Checkpointing writes dirty pages to storage in batches, which can cause latency spikes. PostgreSQL uses Multi-Version Concurrency Control (MVCC) to manage updated rows and dead tuples, which are cleaned up by autovacuum processes. The application also illustrates replication, where WAL from the primary server is sent to the standby server to maintain data consistency. Overall, PGSimCity provides a comprehensive view of PostgreSQL's components and potential performance issues related to caching, WAL management, checkpointing, vacuuming, and replication.
Microsoft shares some details on Azure outage that blocked Windows 11 update downloads
Winsage
July 24, 2026

Microsoft shares some details on Azure outage that blocked Windows 11 update downloads

This week, Meta experienced a global outage affecting Facebook users, followed by Microsoft facing performance issues with its M365 services, including Teams and SharePoint. Microsoft also reported difficulties with Azure, impacting Windows 11 updates and the Microsoft Store. The issues began around 11:15 AM PST on July 23, 2026, with a notification to users about the Azure outage affecting Windows Update and related services. Microsoft initiated recovery efforts and by 1:45 PM PST, announced that the issues were resolved and services were restored. Currently, there are no ongoing issues reported on the Microsoft Service Health Status page, but the incident is documented on the Windows Release Health page.
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