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Winsage
July 28, 2026
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.
Tech Optimizer
July 26, 2026
McAfee offers features such as file scanning, network traffic filtering, VPN services, and browser warnings to protect users. Users can pause Real-Time Scanning by opening the McAfee app, selecting Real-Time Scanning under My Protection Widgets, and turning it off. To disable the Advanced Firewall, users must access the Advanced Firewall section in the app and turn it off. Scheduled scans can be stopped by navigating to Scheduled Scans in the app and clicking Turn off. To prevent Secure VPN from reconnecting, users can toggle it off in the Home tab and set Auto Connect to Never connect automatically. Browser protection features can be managed by toggling off McAfee WebAdvisor in Chrome, Edge, and Firefox. Users can block fake McAfee popups by adjusting notification settings in their browsers. To prevent McAfee startup helpers from opening, users can manage startup settings in Windows. To completely remove McAfee, users should uninstall it through Settings or Control Panel and follow the prompts. If remnants remain, the MCPR tool can be used for complete removal. Microsoft Defender will reactivate automatically after McAfee is uninstalled.
AppWizard
July 24, 2026
The process of sideloading apps for Android Auto can be complex due to varying permissions by device and app. Users often face issues with platforms like Android Auto Apps Download (AAAD), which may go offline. Some beneficial sideloaded apps include AABrowser for internet browsing and CarStream for watching YouTube. A new sideloading method allows users to bypass AAAD, ensuring app icons appear in the vehicle's infotainment system. This method was effective on a Pixel 10 Pro running Android 17 without being rooted, but results may vary on other devices. To enable this method, users must activate Developer Mode on their Android device and Android Auto. It is important to install apps from reputable sources, such as GitHub, as recent updates to Android Auto may remove sideloaded apps that circumvent restrictions. After enabling the Unknown Sources option in Android Auto's developer settings, users can install apps like AABrowser, which then appears in the Android Auto launcher and the vehicle's infotainment system.
Tech Optimizer
July 22, 2026
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.
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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