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Winsage
July 23, 2026
Windows 11 is testing a new feature that allows users to reassign the Copilot key to do nothing. The Copilot key has been present on newer Windows PCs since its introduction in 2024, and Microsoft considers a PC an AI PC only if it includes this key. Users can remap the Copilot key to preferred applications or restore it to its original function as the Right Ctrl key. An additional option, “Do nothing,” will make the Copilot key inactive. This feature is currently available in Windows Insider preview builds, with a public rollout expected soon. Microsoft acknowledged that the Copilot key has created challenges for users who rely on the Right Ctrl key or Context menu key, and it plans to allow customization of the Copilot key through Settings. Initially, only two remapping options were planned, but the “Do nothing” option was added in response to user feedback. Microsoft cautioned that remapping the Copilot key to the Right Ctrl key may cause inconsistencies with certain keyboard shortcuts.
Tech Optimizer
July 23, 2026
Poor database performance can lead to missed SLAs, delayed releases, customer dissatisfaction, and lost revenue. Microsoft has enhanced PostgreSQL on Azure, transforming it into a fully managed platform that meets enterprise demands. Azure Database for PostgreSQL and the new Azure HorizonDB offer significant performance improvements, with HorizonDB being three times faster than self-managed PostgreSQL. The PostgreSQL extension for Visual Studio Code integrates performance management into development workflows, providing tools for managing PostgreSQL throughout its lifecycle. Key features include a server metrics dashboard that displays performance indicators, Azure Advisor recommendations for actionable insights, improved query plan visualization, and AI-assisted query analysis. The extension also enhances schema design and query formulation experiences, ensuring secure and governed interactions with PostgreSQL. Azure HorizonDB is in public preview, designed for AI-native workloads. These advancements aim to reduce friction, enhance clarity, and enable faster actions for enterprise teams managing PostgreSQL at scale.
AppWizard
July 22, 2026
Microsoft has launched its Xbox Backward Compatibility preview, enabling four original Xbox games—Blinx: The Time Sweeper, Conker: Live and Reloaded, Crimson Skies: High Road to Revenge, and Fuzion Frenzy—to be played on PC and handheld devices. These games feature enhancements such as 4x resolution upscaling, VSync support, multiple display modes, anisotropic filtering, and improved anti-aliasing. They are available for purchase on the Xbox Store and can be accessed on PC or handhelds through Xbox Play Anywhere or Xbox Cloud Gaming. All four titles are also included in Xbox Game Pass. Minimum system requirements for playing these games include: - GPU: Nvidia GTX 950 or AMD Radeon RX 550 or Intel UHD 770 or Intel Arc A310 - CPU: Minimum 4 Cores Intel Core i3-8100 or AMD Ryzen 3 1200 or AMD Ryzen Z2 A Processor - RAM: 8GB - OS: Windows 11 - Drivers and Versions: Latest Version as of January 2026 Recommended specifications include: - GPU: Radeon RX 68005 or Nvidia GTX 1070 Ti or Intel Arc A770 - CPU: 6 cores and 12 threads Intel Core i5-10400 or AMD Ryzen 5 3600 or AMD Ryzen AI Z2 Extreme - DirectX Version: DirectX12 API, Hardware Feature Level 11 - GPU VRAM: 8GB - OS: Windows 11 - Drivers and Versions: Latest Version as of January 2026
Winsage
July 22, 2026
Microsoft is updating the File Properties window in Windows 11's File Explorer to use the WinUI 3 framework, aiming to improve design consistency across the operating system. This change addresses longstanding user interface inconsistencies caused by a mix of legacy frameworks, including elements from Windows 7. The transition to a desktop-only WinUI 3 framework is intended to reduce application latency and enhance the user experience. All desktop elements are expected to operate on the WinUI 3 framework for the first time since Windows 11's launch in late 2021. Additionally, the classic Win32 Control Panel is being gradually integrated into the modern Settings app, with careful consideration to avoid disruptions.
AppWizard
July 22, 2026
Echo Weaver is set to launch on consoles and PC on October 8. The game features a time-loop mechanic and is described as "Metroidbrainia" by developer Moonlight Kids. Players take on the role of the last Weaver in a desolate world, navigating an expansive 2D map filled with puzzles and enemy encounters. Progression in the game relies on mastering specific mechanics rather than simply unlocking abilities. A digital preview is available for Game Informer subscribers. The game will be available on PS5, Xbox Series X/S, Switch 2, and PC.
Tech Optimizer
July 22, 2026
Google has introduced a preview of its columnar engine-accelerated HNSW feature for AlloyDB, enhancing vector search throughput by up to four times for users of the pgvector extension in PostgreSQL. This improvement is aimed at approximate nearest neighbor searches using HNSW across large datasets. AlloyDB utilizes a columnar engine that allows HNSW indexes to reside in memory, improving throughput and recall metrics. In benchmark tests on the GloVe 100 Angular dataset, queries per second increased by approximately 4.2x to 4.9x, with recall improving from about 0.78 to over 0.94 at a throughput of around 350 queries per second. The columnar engine's design bypasses traditional PostgreSQL buffer management bottlenecks, enhancing efficiency during graph traversal. The memory architecture is distinct from basic caching techniques, and the feature requires no changes to application code. Users must enable the columnar engine and index caching flags to utilize this feature. Benchmarks were conducted on an AlloyDB C4A machine with 16 virtual CPUs.
Winsage
July 22, 2026
Microsoft is modernizing the File Explorer app in Windows, gradually introducing modern UI elements while much of the application retains its older design. A hidden modernized File Properties window has been found in the latest Windows 11 preview build, indicating plans for a complete overhaul of the File Properties dialog. This effort is part of Microsoft's broader initiative to integrate WinUI across the Windows Shell, including enhancements to the Start menu and in-box applications, as part of the Windows K2 project. The modernized File Properties feature has not yet been officially announced, but its appearance in preview builds suggests further updates are forthcoming.
Tech Optimizer
July 21, 2026
The author transitioned from a data analyst role to a data engineer, creating a 12-month self-study roadmap focused on learning by building projects. The first project was a GitHub ETL pipeline, which evolved from a simple Python script to a more complex system using SQLite and GitHub Actions for automation. The author realized that the challenges of data engineering lay in system design and orchestration rather than just writing ETL logic. For the second project, the author built an automated RSS ingestion pipeline to explore engineering decisions in creating a reliable data pipeline. The project emphasized the importance of separating application responsibilities from orchestration tasks, leading to the use of Docker for consistent execution environments and Kestra for orchestration. The author validated each component of the project incrementally: first the Python ETL, then PostgreSQL, followed by Docker, and finally Kestra. This approach ensured that each layer functioned correctly before adding complexity. The final architecture included distinct responsibilities for each component: Python for data processing, PostgreSQL for data storage, Docker for execution, and Kestra for orchestration. The author learned that effective engineering involves considering system reliability, error handling, and observability, shifting the focus from merely writing code to designing entire systems. The experience transformed the author's mindset, emphasizing the importance of incremental building and the separation of execution and orchestration responsibilities.
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