startup

Tech Optimizer
February 10, 2026
AKDAN Malware Hunters has launched the AKDAN HALL PED, a security solution that detects and neutralizes unknown document-based malware in 0.27 seconds, achieving a 99% success rate against emerging threats. This technology uses Pre-Execution Detection (PED) and a virtual "hypnosis" environment to analyze potentially malicious behavior, differing from traditional antivirus software that relies on known threat databases. CEO Sean Jeon, with over 15 years in cybersecurity, emphasizes the need for proactive measures as 91% of cyberattacks start via email, often using document-based malware. The AKDAN HALL product line includes a cloud-based agent for personal use and the AKDAN HALL Mini, a compact server for sensitive environments, both designed to complement existing antivirus solutions. The company has received support from the Initial Startup Package program at Seoul National University of Science and Technology and plans to expand into the Japanese market.
Winsage
January 31, 2026
The author transitioned from Windows to Mac and discovered macOS features like Spotlight Search, Hot Corners, a built-in file converter, and QuickLook, which enhanced their user experience. Upon returning to Windows, they sought alternatives and found the QuickLook app, which allows users to preview files by selecting them and pressing the space bar. QuickLook can be downloaded from the Microsoft Store and operates system-wide, enabling previews of various file types, including documents, images, media files, and compressed ZIP files. The app also allows basic modifications, such as editing text in Word documents and cropping images. QuickLook improves file browsing in Windows File Explorer and Open/Save dialog boxes and supports plugins for specialized file types.
Winsage
January 28, 2026
Windows 11 generally provides a satisfactory experience, but power users often seek more control due to telemetry services, background applications, and bloatware. Winaero Tweaker offers a user-friendly graphical interface for making system adjustments, including restoring the classic context menu and File Explorer ribbon. It allows users to disable ads across various platforms with a one-click solution and provides an easy way to eliminate bloatware by disabling unnecessary background apps and services. Winaero Tweaker also enables users to disable automatic driver updates, giving them control over their system's drivers. Compared to the Registry Editor, Winaero Tweaker simplifies the customization process with clear toggles and explanations, making it accessible for both novice and experienced users.
Tech Optimizer
January 27, 2026
The term “not a virus” is used by antivirus software to indicate that a file does not match known malware signatures but still triggers a detection. This means the file is not automatically blocked or confirmed as a threat; the alert highlights something unusual, leaving the decision to the user. Alerts typically arise when software exhibits behavior associated with increased risk, despite lacking clear evidence of malicious intent. Malware is specifically designed to inflict harm, while files labeled “not a virus” may perform actions that raise security concerns but are not classified as harmful. Antivirus programs identify threats through signature detection and heuristic behavior-based detection. Legitimate programs, such as system utilities, download managers, and game cheats, can inadvertently trigger “not a virus” alerts. Common types of detections include adware, riskware, and potentially unwanted applications (PUA). The primary security risk of “not a virus” files is exposure rather than direct attacks, and privacy concerns often arise from data collection by these programs. If an antivirus detects “not a virus,” users should identify the file, review recent changes, compare detections, and decide whether to keep or remove it. To reduce unwanted alerts, users should download from official sources, use custom installation options, and remove unused software.
BetaBeacon
January 26, 2026
Androidify won the app vote with over 40% of responses, leaving other contenders far behind. The result shows that users value delight and personality in apps over utilitarian features. In gaming, Red Dead Redemption took the top spot with around 30% of the vote, indicating a growing appetite for high-quality premium games on mobile devices. The success of Androidify and Red Dead Redemption highlights the importance of blending functional utility with personality and delivering premium-grade gaming experiences on mobile platforms.
Winsage
January 26, 2026
Microsoft has acknowledged an issue where certain devices fail to boot, resulting in a Black Screen of Death (BSOD) with the stop code UNMOUNTABLEBOOTVOLUME, affecting users of Windows 11 25H2 and 24H2 who installed the KB5074109 update. This update was intended to address numerous security vulnerabilities. Users encountering the 0xED error code may face system corruption or hardware failures, and while Windows Recovery is usually effective, it may fail in some cases, requiring a clean installation of Windows using an ISO file. Microsoft describes the reports as limited but acknowledges the potential for the issue to expand as more users report their experiences.
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