Engineers

Winsage
August 6, 2026
Microsoft has introduced a preview of the Event Tracing for Windows Model Context Protocol (ETW MCP) to enhance Windows performance analysis. This server integrates artificial intelligence to streamline the analysis of Windows Event Tracing (ETW) logs. The ETW MCP allows developers to use tools like GitHub Copilot to examine Event Trace Log (ETL) files, answer queries about the logs, and identify performance issues without manual data sifting. The MCP provides structured, read-only access to processed trace information, enabling developers to query insights such as CPU usage and execution paths. Current features of the ETW MCP include trace processing, querying, multi-trace comparison, symbol-aware analysis, critical path analysis, and regions of interest. The ETW MCP is designed for headless environments and automation, while a forthcoming WPA MCP will provide similar AI-assisted analysis within a graphical interface. The ETW MCP preview is available as the Microsoft.Windows.EventTracing.MCP NuGet package, and Microsoft is seeking developer feedback for further enhancements.
AppWizard
August 4, 2026
A recent analysis by DoubleVerify engineers has identified a trend in mobile advertising known as AfterCall ads, where applications display advertisements immediately after a phone call ends. This practice generates hundreds of millions of impressions monthly and raises concerns about user experience and brand integrity. AfterCall applications operate using three components: a misleading permission, a Broadcast Receiver to capture end-of-call events, and an Activity to display ads. The SYSTEMALERTWINDOW permission allows these apps to show content over others, often granted under false pretenses. They utilize Android's telephony system to trigger ads post-call and employ tactics to obscure their presence, such as removing themselves from the recent apps list and using innocuous icons. Detection is challenging due to the lack of shared codebases and the obfuscation techniques used. The scale of the issue is significant, with numerous AfterCall applications identified monthly, negatively impacting user experience and raising concerns for advertisers.
TrendTechie
August 3, 2026
On the shores of Lake Issyk-Kul, the F1H2O championship concluded with Sean Torrente from the UAE's Victory Team winning his final race at an elevation of 1,607 meters. The event featured 18 elite pilots racing on a challenging two-kilometer circuit over 40 laps, facing difficult high-altitude conditions and unpredictable winds. Torrente noted the unique challenges of the lake and expressed his satisfaction with the victory in Kyrgyzstan. Eduard Kubatov, head of the State Agency for Tourism Development, highlighted the event's safety and significance, stating there were no incidents during the race. He also announced a preliminary memorandum with the F1H2O organization and UIM to potentially host the world championship regularly at Issyk-Kul.
Winsage
August 1, 2026
AI-driven memory shortages are inflating prices and reducing specifications for consumer electronics, particularly affecting models like Apple's MacBook Neo. The era of 8GB of RAM is emerging, which poses challenges for users on Windows 11. Microsoft is focusing on reducing the memory footprint of Windows 11 for devices with 8GB of RAM, aiming to enhance memory efficiency and ensure a responsive experience. Specific optimization methods were not disclosed, but the company has made adjustments to improve the performance of essential tools and streamline the PC setup process. Microsoft is also enhancing family safety controls and voice interaction capabilities. The challenge remains to maximize performance on systems with limited RAM, especially given the current demand for AI technologies.
Winsage
July 31, 2026
In March, a commitment was made to enhance the quality of Windows, with a focus on several immediate changes including enhanced taskbar customization, meaningful AI integration, minimizing disruptions from Windows Updates, faster and more reliable File Explorer, greater control over widgets and feed experiences, a more straightforward Windows Insider Program, and improving the Feedback Hub experience. The core areas of focus are performance, reliability, and well-crafted experiences, with improvements already being rolled out to Windows Insiders and set to expand across Windows 11 PCs this fall. Recent updates include enhancements to the Windows Search Box, improvements for developers at Build 2026, advancements in WinUI 3, updates to the Taskbar and Start menu, simplified AI integration, foundational architecture enhancements for File Explorer, updates to widgets and feed experiences, the launch of the Driver Quality Initiative (DQI), memory efficiency improvements, enhanced reliability for Windows Hello, changes to reduce disruptions from Windows Updates, and a simplified Windows Insider Program. Looking ahead, the team plans to bring enhancements to general availability while focusing on onboarding and setup, memory optimization for PCs with 8GB and above, family features, and improved voice interactions. Engaging with Windows Insiders has been a highlight, and the team remains committed to ongoing improvements based on user feedback.
AppWizard
July 31, 2026
Bitsight's investigation revealed that inexpensive Android TV boxes are being shipped with applications that can change their hardware identity, allowing them to impersonate popular smartphone brands like Samsung and Huawei. This operation, named Fuyao, is linked to Zhejiang Fengwo IoT Technology Co., Ltd., a Chinese company established in 2019. The H96MAXV11 model was frequently reported among the affected devices. In one day, the operation received 65,957 reports from about 38,000 unique MAC addresses, with many devices misidentified as phones due to spoofed identifiers. Fengwo has also promoted over 120,000 "AI digital humans," though details on this marketing term are vague. The command-and-control server for Fuyao sends phone profiles to devices, masking their actual hardware specifications. The operation uses machine vision technology and a YOLOv8s object-detection model to identify advertisements. Bitsight documented 40 fraud tasks, 21 unique campaigns, and 166 modules across four devices. The operation's payout structure involves 144 operator-owned domains, with an estimated gross return of .25 per device daily, potentially leading to annual revenues in the millions. Attribution to Fengwo is supported by shared TLS certificate data and public patent records, although the patents do not directly address advertising. There is uncertainty about how the fraudulent apps were installed and at what point in the supply chain they were introduced. Device owners are advised to verify Play Protect certification and disconnect suspicious devices.
Winsage
July 29, 2026
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.
AppWizard
July 26, 2026
Microsoft has released four original Xbox titles for PC, enhancing its gaming ecosystem and aligning with its commitment to backwards compatibility. These titles are packaged as standard Games on Demand (GOD) files, which can be converted into base ISOs using GOD extractors. The company has utilized a native x86 version of its Xbox 360 emulator, Xe03, to facilitate this transition. Xe03 is integrated into Xbox One and Xbox Series consoles for backwards compatibility and allows modern consoles to run original Xbox titles. The recent PC port of Xe03, combined with components from projects like XWine1, enables the running of dumped backwards-compatible Xbox 360 and original Xbox games. Among the released titles is Fuzion Frenzy, and Microsoft plans to expand its library of backwards-compatible titles for PC. The PC version of Xe03 enhances the original 480p output of OG Xbox games to 4K and includes features like built-in V-Sync and enhanced anti-aliasing. These games are available through the Xbox PC app under the Xbox Anywhere program, allowing users with digital licenses on console to access them for free on PC. Microsoft is also set to introduce Xbox Achievements support for these titles.
Winsage
July 25, 2026
In 2012, Valve's CEO Gabe Newell expressed concerns about Microsoft's control over the PC market due to Windows 8, prompting the company to explore Linux and develop SteamOS. Valve addressed the "chicken and egg" issue of game compatibility on Linux by introducing Proton, a compatibility layer that allows Windows games to run on Linux without separate versions. The company also began contributing to the Linux ecosystem by upstreaming improvements in graphical rendering and developing the RADV open-source Vulkan driver for AMD GPUs. Valve has made SteamOS available for free download and installation on personal computers, aiming to compete with Windows in the gaming sector and promote broader Linux adoption. As a result, Valve has become a significant player in the Linux landscape, enhancing the gaming experience and benefiting the open-source community.
Tech Optimizer
July 22, 2026
Nubank, a digital banking platform with approximately 135 million customers in Brazil, Mexico, and Colombia, faced challenges with its payment infrastructure due to inefficiencies in managing 7.5 TB of self-hosted PostgreSQL databases. Queries took over 13 minutes to execute, and replication lags exceeded four minutes during peak times. To address these issues, Nubank evaluated database solutions based on developer productivity, operational efficiency, performance reliability, and scalability. They selected Amazon Aurora PostgreSQL-Compatible Edition for its compatibility, performance improvements, and automated features. The migration to Aurora was facilitated by AWS Database Migration Service (AWS DMS), which minimized downtime and allowed for efficient transition. Post-migration, query performance improved significantly, with some queries executing up to 1,900 times faster, and overall end-to-end service latency decreased, enhancing customer experience. The migration resulted in a 25 percent cost reduction and ensured compliance with regulatory requirements.
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