safety

Winsage
January 16, 2026
In early 2023, Microsoft announced that official support for Windows 10 would end in 2025, with regular updates and security patches ceasing on October 14, 2025. Users have a little over two years to transition to Windows 11 or other operating systems. Some users have enrolled in Microsoft's Extended Security Updates (ESU) program, which will also end in October 2026. A third-party service called 0patch offers ongoing protection for Windows 10 by providing micropatches for vulnerabilities. 0patch releases two to three micropatches each month, prioritizing vulnerabilities that are publicly known, actively exploited, and lack an official Microsoft fix. 0patch has a free version that provides critical zero-day patches and a paid Pro plan that includes legacy patches. The Pro plan costs €25 per year, while an Enterprise plan is available for €35 annually. 0patch plans to support Windows 10 until at least October 2030, depending on user demand. Users have reported some performance issues with 0patch, but the updates are lightweight and do not significantly affect system performance.
AppWizard
January 15, 2026
APKPure has enhanced its multi-layer security framework to improve user protection against security threats. Each app submitted undergoes a thorough human review process, including developer identity verification and compliance checks. APKPure distributes only original APK files signed by verified developers, matching signatures to official releases. The platform conducts regular scans using VirusTotal and collaborates with developers to ensure authorized app distribution. APKPure regularly audits listed apps and responds quickly to security alerts or DMCA reports. It offers two platforms: APKPure Official for a comprehensive experience and APKPure Lite for optimized downloads. Both platforms share the same verified app library and security measures, supporting over 200 regions and 23 languages.
AppWizard
January 14, 2026
Masters of Albion is an upcoming game set to be released on April 22, 2026. It features a unique universe inspired by the ancient name for Great Britain and combines city-building with combat gameplay. Players will manage resources and construct a town during the day, while at night, they take on the role of a hero to fend off enemies in third-person combat. The game includes extensive customization options for warriors, the ability to recruit allies, and a god game mechanic that allows players to craft weapons and interact with townsfolk. A trailer has been released showcasing dynamic battles, and players can wishlist the game and join its official Discord community. Peter Molyneux has described it as a "reinvention of the god game."
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.
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