websites

Winsage
January 16, 2026
Critical security updates have been released to address CVE-2026-20824, a vulnerability in Windows Remote Assistance that allows attackers to bypass the Mark of the Web (MOTW) defense system. This affects various Windows platforms, including Windows 10 and Windows Server 2025, and is rated with an Important severity level. The flaw enables unauthorized local attackers to circumvent MOTW defenses, posing risks to confidentiality. The vulnerability requires local access and user interaction for exploitation, often using social engineering tactics. Microsoft has issued security updates for 29 Windows configurations, including specific KB articles for affected versions of Windows 10, Windows 11, and Windows Server. Users are advised to apply the necessary patches, which are classified as “Required” customer actions. The vulnerability remains unexploited in the wild and was not publicly disclosed before the patches were released. Microsoft’s assessment categorizes it as “Exploitation Less Likely.”
Tech Optimizer
January 13, 2026
Your PC requires robust antivirus protection due to its diverse usage, and Windows 11 offers built-in protections that operate seamlessly. Antivirus software, such as Microsoft Defender in Windows 11, protects against threats like viruses, malware, phishing websites, and suspicious email attachments. However, it cannot fully defend against social engineering scams, new ransomware, zero-day vulnerabilities, or risky online behaviors. Microsoft Defender provides automatic threat scanning, works with the Windows firewall, utilizes cloud intelligence, alerts users to unsafe content, and offers ransomware protection. To enhance security, users should keep software updated, use strong passwords, secure their Wi-Fi, enable firewalls, and back up files regularly.
Winsage
January 9, 2026
PowerToys is a suite of utilities developed by Microsoft, available for free on GitHub and other platforms, which enhances the Windows user experience with frequently updated functionalities. Key utilities include: - Command Palette: A tool for launching applications, searching for files, and locating open windows, with a Bookmarks feature for quick access to folders and websites. - Light Switch: Allows users to toggle dark mode with a keyboard shortcut and schedule it based on fixed hours or local sunset times. - Peek: Enables quick file previews by pressing the Space bar, allowing seamless navigation through files. - Text Extractor: A utility for extracting text from images faster than Windows' built-in OCR, using the shortcut Windows + Shift + T. - Image Resizer: Simplifies the process of resizing images through a right-click option in File Explorer, offering preset sizes and custom resolutions. - Awake: Keeps PCs active beyond default sleep settings, allowing users to choose a duration for their systems to remain awake. - FancyZones: Provides custom window layouts for efficient workspace organization, allowing users to snap windows into designated zones.
Tech Optimizer
January 8, 2026
Inserting 2 million records per second into Postgres is achievable. The analysis explores five methods for inserting data into Postgres using Python, focusing on trade-offs in abstraction, safety, convenience, and performance rather than just speed. High-volume insert workloads are common in scenarios like loading records, syncing data, backfilling analytics tables, and ingesting events. Minor inefficiencies can lead to significant performance impacts. To interact with Postgres, the psycopg3 driver is used alongside SQLAlchemy, which provides two layers: Core and ORM. Psycopg3 is a low-level driver requiring manual SQL management, while SQLAlchemy Core offers a SQL abstraction, and the ORM maps Python classes to database tables, enhancing productivity but introducing overhead. Benchmarking involves measuring only the time spent transferring data from Python to Postgres, ensuring a fair comparison among methods. The fastest method may not always be the best due to maintenance costs, correctness guarantees, and cognitive load. The right insertion strategy depends on the existing data structure rather than just row count. The ORM is suited for CRUD-heavy applications, Core for data ingestion and analytics, and the Driver for maximum throughput in extensive writes. Performance issues can arise from mismatching abstractions, and reverting to a lower level may enhance performance. A guideline for choosing methods is: - Use ORM for applications prioritizing correctness and productivity. - Use Core for data movement or transformation balancing safety and speed. - Use Driver for pushing performance limits with raw power and full responsibility.
Winsage
January 7, 2026
Patch My PC Home Updater is a tool designed for Windows 11 PCs that manages third-party application updates automatically. It scans installed applications, identifies outdated ones, and facilitates updates from a single interface without requiring sign-up or advertisements. The tool supports over 500 common applications and uses color coding to indicate app status. It pulls updates from official sources and verifies them with VirusTotal for security. Features include silent mode for background updates, scheduling for automatic updates, and basic app management capabilities such as installing new applications and bulk uninstalling programs. The updater enhances security by swiftly patching vulnerabilities and integrates with Windows Defender for comprehensive protection. Users can easily set up the tool, automate updates, and customize settings as needed.
Search