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How PGSimCity Turns PostgreSQL Complexity Into a Virtual City 3D Simulation
Tech Optimizer
August 17, 2026

How PGSimCity Turns PostgreSQL Complexity Into a Virtual City 3D Simulation

Nikolay Samokhvalov has introduced PGSimCity, an open-source educational tool that visualizes PostgreSQL cluster mechanics in a 3D simulation accessible via web browsers. The tool represents PostgreSQL 18's internals as municipal districts, with components like shared_buffers and Write-Ahead Logging organized spatially. It separates rendering from state transitions to maintain architectural integrity. Backend developers can trace SQL statement lifecycles and simulate operational anomalies, such as memory restrictions leading to performance issues. The project has generated discussions on AI-assisted visualization and has received community feedback for improvements. PGSimCity includes PGlite for in-browser PostgreSQL execution and has a roadmap for future enhancements, with its codebase available on GitHub under the Apache-2.0 License.
You should deep clean your Windows PC every year to keep it running smoothly — here's how I do it
Winsage
August 2, 2026

You should deep clean your Windows PC every year to keep it running smoothly — here’s how I do it

Maintaining the performance of a Windows 11 computer requires regular care, particularly in software management. An annual deep clean is recommended, with the following steps to improve performance: 1. Uninstall Apps: Use BCUninstaller to remove unnecessary applications, including those from the Microsoft Store, with a bulk uninstall feature and a post-uninstallation cleanup for leftover files. 2. Run a Debloat Script: Utilize tools like Chris Titus Tech's Windows Utility to disable unnecessary bloatware and manage telemetry settings. 3. Disable Startup Apps: Access the Task Manager to disable non-essential applications that launch at startup, improving boot times. 4. Check for Driver Updates: Ensure drivers are up to date through Windows Update and check graphics driver websites for the latest versions. 5. Run a Malware Scan: Use Malwarebytes for deep scans to identify and remove potential malware threats. 6. Delete Temporary Files: Clear temporary files through the Settings app and clean up web browser cached files to free up space.
Why Does Windows Explorer Use So Much Memory?
Winsage
July 28, 2026

Why Does Windows Explorer Use So Much Memory?

A user on Reddit reported that Windows Explorer was using over 21GB of memory, which can cause performance issues on systems with less than 8GB of RAM. One cause of excessive memory consumption is third-party shell extensions, which can be identified by booting into Safe Mode. A tool called ShellExView can help locate problematic extensions. To create a system restore point, users can press Win + R, type systempropertiesprotection.exe, click Create, enter a description, and click Create. Windows Explorer may also retain large caches of temporary data, leading to high memory usage. To clear temporary files, users can press Win + I, navigate to System > Storage > Temporary files, check the relevant boxes, and click Remove files. They can also manually clean the thumbnail and icon cache by deleting specific files in the %localappdata% directory. Corrupted system files can contribute to high memory usage, and users can run DISM and SFC tools to repair these files by accessing the Terminal (admin) and executing the commands DISM.exe /Online /Cleanup-image /Restorehealth and sfc /scannow.
14 Easy Fixes to Make Windows 11 Feel Faster
Winsage
July 23, 2026

14 Easy Fixes to Make Windows 11 Feel Faster

Many Windows 11 PCs experience performance decline over time due to background processes and unnecessary files. To enhance performance without reinstalling Windows, consider the following strategies: 1. Uninstall unnecessary software (bloatware) via the Start menu or Installed Apps section. 2. Limit startup processes using Task Manager to disable rarely used applications. 3. Clean up disk space by enabling Windows' Storage Sense for automatic cleanup. 4. Check for viruses and spyware using Microsoft Defender or dedicated malware removal software. 5. Change power settings to Best Performance in Settings > System > Power & Battery. 6. Identify and fix resource-hogging processes using Task Manager. 7. Keep Windows updated by checking Settings > Windows Update. 8. Run troubleshooting utilities by searching for "troubleshoot" in the Start menu. 9. Use Microsoft PC Manager for a one-click performance optimization. 10. Consider adding more RAM if your device allows it. 11. Install an SSD for faster application launches and improved startup times. 12. Adjust system appearance settings for Best Performance. 13. Ensure adequate cooling to prevent overheating. 14. Turn off search indexing to free up system resources. 15. Disable Windows' Tips and manage notifications to reduce processing demands. 16. Enable Game Mode in Settings > Gaming for optimized gaming performance.
Advanced SystemCare 19 Cleaned 3GB Hidden Junk From My PC
Tech Optimizer
July 22, 2026

Advanced SystemCare 19 Cleaned 3GB Hidden Junk From My PC

The user experienced a slow computer with prolonged startup times and storage shortages despite manual cleanup efforts, including emptying the Recycle Bin and using Windows Disk Cleanup. A deeper system scan revealed hidden junk files such as temporary files, browser cache, and outdated logs. The user then utilized Advanced SystemCare 19 Free, which effectively identified and removed 3GB of junk files, resulting in improved startup speed, program launch times, and overall performance. Advanced SystemCare also includes features like a registry cleaner, large file finder, disk cleaner, and app/extension cleaner, and it serves as a comprehensive system optimization suite with tools for enhancing boot time and protecting privacy. The software does not delete files automatically and should be used alongside antivirus software for complete protection.
The 200GB catch hiding in Windows 11's new recovery feature
Winsage
July 19, 2026

The 200GB catch hiding in Windows 11’s new recovery feature

Microsoft has introduced point-in-time restore for Windows 11 users, enhancing the traditional System Restore. This new recovery tool allows users to recover their PCs from software issues, problematic drivers, or faulty updates, even when Windows won’t boot. It uses the Volume Shadow Copy Service (VSS) to automatically generate restore points every 24 hours, which include both system and user files, unlike System Restore. Point-in-time restore manages storage by deleting restore points after 72 hours and integrates seamlessly into Windows Settings, being activated by default for volumes over 200GB. Users with smaller volumes must activate it manually. It also incorporates Reserved Storage to ensure restore points do not consume regular disk space. The feature is available on Windows 11 Home and Pro editions with the installation of the optional Preview Update KB5095093. Users can access point-in-time restore through Windows Settings under System > Recovery, and initiate recovery via the Windows Recovery Environment (Windows RE).
Windows 11 cleanup is finally simple with this powerful open‑source tool that strips bloat, boosts speed, and gives you real control
Winsage
July 8, 2026

Windows 11 cleanup is finally simple with this powerful open‑source tool that strips bloat, boosts speed, and gives you real control

Windows 11 includes built-in tools like Storage Sense, Temporary Files settings, and Storage Recommendations for managing storage. BleachBit is a free, open-source cleanup utility for Windows 11 that removes temporary files, caches, logs, and browsing data without ads. Users can download it via a standard installer or a portable version, with installation possible through the command line. BleachBit features a "Preview" option to estimate storage recovery before deletion and offers recommended cleanup options such as temporary files, logs, and the Recycle Bin. It includes a file shredder for securely deleting sensitive files and can wipe free disk space, although this is not recommended for regular maintenance. BleachBit does not have a Registry cleaner, which can prevent potential system issues. While it does not directly speed up Windows 11, it can free up storage space and resolve some cache-related issues. Users comfortable with Windows 11's built-in tools may not need BleachBit, but it offers greater control for those wanting to manage browser data and temporary files more effectively.
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