compression Archives

AppWizard

May 5, 2026

Half of all PC gamers now have GPUs with more than 8GB of VRAM

Approximately 49.95% of PC gamers are using graphics cards with more than 8GB of VRAM, with 23.51% using 16GB, 13.45% using 12GB, and 26.76% using 8GB. Additionally, 6.19% of gamers have GPUs with 24GB or more VRAM. The demand for higher VRAM is driven by the need for better image fidelity in gaming, particularly with high-quality textures and effects like ray tracing. The growth of GPUs with 16GB of VRAM is notable, led by models such as the GeForce RTX 5060 Ti 16GB and Radeon RX 9060 XT 16GB. Despite this trend, the current memory crisis may keep 8GB cards relevant for another generation.

AppWizard

April 30, 2026

LofyStealer Targets Minecraft Players via Node.js Loader and Browser Injection

Minecraft players are being targeted by a deceptive hacking tool called “Slinky,” which is actually an infostealer known as LofyStealer linked to the Brazilian cybercrime group LofyGang. The malware uses a Node.js-based loader and a C++ payload to extract sensitive browser data, disguising itself as a Minecraft hack. It primarily targets younger players who may unknowingly execute it. The malware operates through a two-stage architecture, with a 53.5 MB loader binary that injects a smaller 1.4 MB payload into browser processes, bypassing detection methods. It collects sensitive information such as cookies, passwords, and credit card details, compressing and encoding the data for exfiltration. The command-and-control (C2) infrastructure is hosted in Brazil, and the malware's design reflects advanced compilation techniques. The campaign is attributed to LofyGang, which has evolved into a more professional entity, posing severe risks to players who download cheats and cracked tools. Indicators of compromise include a specific C2 IP address and associated endpoints.

Winsage

April 28, 2026

I investigated Windows 11’s massive 5GB monthly .msu updates. AI is only part of the problem.

Windows 11 updates have significantly increased in size, with monthly cumulative updates often exceeding 4GB and some approaching 5GB. One update can expand to nearly 9GB when extracted. Microsoft has shifted to delivering Latest Cumulative Updates (LCUs), which include all previous fixes, leading to larger update sizes over time. The introduction of Checkpoint Cumulative Updates aims to reduce this growth by establishing periodic baselines, but the effectiveness has been mixed. The May 2025 cumulative update saw a size increase from approximately 6.5GB to nearly 9GB, with new MSIX files related to semantic search and on-device AI contributing to this growth. Windows Update uses applicability logic to minimize download sizes for users, but enterprises must download full packages, resulting in increased storage costs. The average yearly storage cost for enterprises rose from about 11 GB in 2024 to 52 GB by 2026. Users can check their actual download sizes through the Windows Update settings and Event Viewer logs.

Winsage

April 28, 2026

How to Record Windows 11 Internal Audio with Audacity for Free

Windows 11 does not have a built-in option to record internal audio directly from PC speakers. The Stereo Mix feature, which allowed easy recording of audio output, has been phased out on many modern devices. Microsoft's Voice Recorder app only captures microphone audio. Audacity, a free and open-source audio editor, can be used to record internal audio by configuring it to use the Windows WASAPI audio API with a loopback function. This method captures the digital audio stream without quality loss. To record internal audio with Audacity, users need to download and install the software, set the audio host to Windows WASAPI, select the appropriate loopback device, set recording channels to stereo, and then hit record while playing the desired audio. The recorded audio can be exported in various formats such as WAV, MP3, or FLAC. If the WASAPI loopback does not work, users can try enabling Stereo Mix if available or using a virtual audio cable like VB-CABLE. Tips for cleaner recordings include setting the project rate to 44100 Hz or 48000 Hz, disabling audio enhancements, and closing distracting applications. Common issues include no audio recorded, loopback devices not showing up, distorted sound, low volume, and microphone access denial, which can usually be resolved through settings adjustments or driver updates.

AppWizard

April 26, 2026

NVIDIA Neural Texture Compression: AI-powered compression aims to alleviate VRAM pressure in PC games

NVIDIA's Neural Texture Compression (NTC) improves memory efficiency in PC gaming by using small neural networks to compress texture data, achieving up to eight times better memory efficiency compared to traditional methods. In a technical demo, NTC reduced a scene's VRAM requirement from 6.5 GB to approximately 970 MB, an 85 percent reduction. The RTX Neural Texture Compression SDK has seen enhancements, including a 20 to 40 percent increase in inference speed. NTC is compatible with RTX hardware and Tensor Cores, but its real-world performance impact is yet to be determined. Microsoft is developing Cooperative Vectors and DirectX methodologies to support machine learning in graphics, which may facilitate broader adoption of NTC. The successful integration of NTC will depend on its stability, documentation, and economic viability for developers.

Winsage

April 24, 2026

Stop installing these 4 apps—Windows does it all now

Windows has evolved to integrate functionalities that were once reliant on third-party applications, such as native support for ZIP files introduced in Windows ME in 2000, and the ability to open and create RAR, TAR, and 7z formats directly from File Explorer. Features like Storage Sense have replaced the need for tools like CCleaner by allowing users to manage temporary files more easily, and the effectiveness of Windows Defender has reduced the necessity for third-party antivirus solutions. Additionally, modern Windows can mount ISO files directly, eliminating the need for applications like Daemon Tools. The trend of operating systems adopting features from third-party applications, known as "Sherlocking," reflects a response to user demands while still allowing for optional third-party solutions.

Winsage

April 19, 2026

Fix: “Cannot Complete the Archive Extraction” in Windows

Users may encounter the error message “Cannot complete the archive extraction wizard” when using the built-in Windows extractor for ZIP or RAR files, indicating limitations of this tool. Common issues include damaged archives, incompatible compression methods, long file paths, restricted extraction locations, insufficient disk space, or interruptions from security software. To address these challenges, users can: 1. Use third-party extractors like 7-Zip, WinRAR, or PeaZip for better compatibility and success rates. 2. Check if the archive is corrupted and re-download it if necessary, ensuring the download completes fully. 3. Shorten the file path by moving the archive to a simpler directory to avoid exceeding path limits. 4. Temporarily disable antivirus or real-time protection, as it may interrupt the extraction process. If problems persist, testing the archive on a different PC can help determine if the issue is with the archive or the current system. If the archive fails on another computer, it is likely corrupted or incomplete, requiring a fresh download or replacement.

Winsage

April 18, 2026

“A solid list from the community,” as Reddit users highlight 10 open‑source apps that run great on Windows 11 and deserve more attention

Open-source software is becoming increasingly popular among Windows 11 users for its control, privacy, and avoidance of subscription models. Key applications highlighted include: - Firefox: A recommended open-source browser known for its privacy, customization, and performance, with robust extension support and regular updates. - Bitwarden: An open-source password manager that offers encrypted vault syncing across devices, end-to-end encryption, and features like password generation and autofill. - OBS Studio: A standard tool for screen recording and live streaming, praised for its flexibility and hardware acceleration support on Windows 11. - LibreOffice: A comprehensive office suite that provides document, spreadsheet, and presentation tools without subscription fees, supporting common Microsoft Office file formats. - 7-Zip: A file compression utility recognized for its speed and efficiency, offering enhanced security features not present in Windows 11's built-in archive support. - LocalSend: A file transfer tool that allows secure transfers over a local network without needing accounts or cloud services. - GIMP: An open-source image editing tool regarded as an alternative to Photoshop, known for its flexibility and extensive customization options. - Blender: An advanced open-source application for 3D modeling, animation, and video editing, benefiting from strong GPU acceleration on Windows 11. - PowerToys: A suite of productivity utilities for Windows 11 that enhances core features with tools like FancyZones and PowerRename. These applications are favored for their ability to enhance the user experience while prioritizing control, transparency, and long-term usability.

Tech Optimizer

April 15, 2026

Postgres to Iceberg in 13 minutes: How Supermetal compares to Flink, Kafka Connect, and Spark

Supermetal introduced Iceberg sink support, allowing for data transfer from Postgres to Iceberg. In a performance comparison, Supermetal completed snapshotting in 13 minutes, while Flink took 90 to 116 minutes, Kafka Connect required 120 minutes, and Spark exceeded 3 hours. The tests focused on throughput during the snapshotting phase rather than latency. The setup used the TPC-H dataset with a scale factor of 50 and involved AWS infrastructure. Supermetal operates independently of Kafka, enabling direct data delivery from source to sink. It utilizes a JSON configuration file for deployment, supporting various catalogs and advanced configuration options. Supermetal's Iceberg writer can adjust settings based on the CDC source phase. Throughout the tests, Supermetal maintained low CPU and memory usage, while other tools faced challenges with performance and resource management. Data synchronization was validated across all tools, with Supermetal achieving at least 7x faster snapshotting performance without tuning.

Winsage

March 26, 2026

Wine 11 might be the tipping point that finally pushes gamers from Windows to Linux

The latest release of Wine, version 11, introduces a feature called NTSYNC, a kernel driver that enhances performance for Windows games running on Linux, achieving performance gains of up to 678%. This is accomplished through a new device, /dev/ntsync, which allows the Linux kernel to handle thread synchronization natively, replacing the previous Remote Procedure Call method. Wine 11 also completes the WoW64 implementation, enabling seamless running of both 32- and 64-bit games without multilib libraries. Other enhancements include improvements to the Wayland driver, EGL as the default backend for OpenGL rendering, initial support for hardware-accelerated H.264 decoding, improved force feedback support, a new Bluetooth driver, support for Zip64 compression, Unicode 17.0.0 support, TWAIN 2.0 scanning for 64-bit apps, and IPv6 ping functionality. Wine 11 is available in most Linux distributions' default repositories, except for Ubuntu 24.04, which lacks the necessary kernel support.