engineer Archives

Winsage

July 26, 2026

I checked Reddit to see which Windows 11 features people truly find “life changing”, and the community had some surprising answers

Windows 11 includes several features that enhance productivity, many of which are underutilized by users: 1. Clipboard History: Activated with "WIN + V", it allows users to access a history of copied text and images, improving multitasking by enabling retrieval of multiple copied items. 2. Snipping Tool: Beyond screenshots, it includes screen recording, text extraction (OCR), basic image editing, and GIF creation, streamlining workflows by reducing the need for third-party applications. 3. End Task from Taskbar: Users can terminate unresponsive applications directly from the Taskbar, simplifying the process compared to using Task Manager. 4. Windows Sandbox: Provides a temporary Windows environment for testing untrusted software without risking the main system, available only on Windows 11 Pro, Enterprise, and Education editions. 5. Winget Command: The Windows Package Manager simplifies app installation and updates via command line, saving time compared to searching for applications online. 6. Snap Layouts: Activated with "Win + Z", it enhances window management by allowing users to arrange applications efficiently on larger monitors. 7. Windows Key + Shift + Arrow: This shortcut enables quick movement of windows between multiple monitors, improving productivity for users with dual or multiple displays. 8. Voice Typing: Activated with "Win + H", it allows dictation in nearly any text field, enhancing efficiency and accessibility. 9. Reliability Monitor: Accessible via "perfmon /rel", it presents system issues on a timeline, making troubleshooting easier and potentially preventing unnecessary reinstallation of Windows 11. 10. Advanced Display Settings: Users can check and adjust their monitor's refresh rate in Settings, ensuring optimal performance, as many monitors default to 60Hz even if they support higher rates.

AppWizard

July 25, 2026

Conceived in a secure military facility, this Jedi Knight fansite has been running consistently for almost 30 years: ‘It looks really close to what it did back in 1998’

In the late 1990s, the internet saw a surge in websites, including those dedicated to PC gaming. The Massassi Temple, a website for Star Wars Jedi Knight: Dark Forces 2, was founded by Brian E. Lozier in early 1998. Lozier created the site to share tutorials and support fellow modders after discovering a community of modders while exploring other gaming websites. He learned programming to build the site, which has remained active due to the dedication of its community, despite challenges like the dotcom bubble burst and the failure of some games. The site hosts a vast collection of Jedi Knight content, including mods and multiplayer maps, and serves as a hub for ongoing support and development. Lozier has stepped away from the site multiple times but continues to return to ensure its survival. He aims to create a permanent archive of community contributions and reflects on the evolution of the internet and the shift toward corporate dominance.

Winsage

July 25, 2026

I dug through Reddit to find the ten Windows 11 features people find “life-changing, ” and the results were fascinating

Windows 11 includes several subtle features that enhance productivity, many of which users may overlook: 1. Clipboard history allows users to capture text from various sources without manual entry and integrates functionalities like screenshot capture, screen recording, and GIF creation. 2. The "End Task" option from the Taskbar enables users to terminate unresponsive applications quickly without using Task Manager. 3. Windows Sandbox creates a temporary Windows environment for testing untrusted software, available only in Pro, Enterprise, and Education editions. 4. Winget, the Windows Package Manager, simplifies app installations and updates via command line, streamlining the process of restoring software collections. 5. Snap Layouts facilitate efficient window management on larger monitors, accessible with the "Windows key + Z" shortcut. 6. The shortcut "Windows key + Shift + Arrow" allows users to move windows between multiple monitors easily. 7. Voice Typing, activated by Win + H, enables dictation in nearly any text field, improving task efficiency. 8. Reliability Monitor provides a timeline of system issues, aiding in troubleshooting without needing a full reinstallation. 9. Advanced Display settings can reveal and adjust monitor refresh rates, ensuring optimal performance. These features collectively enhance user experience and productivity in Windows 11.

AppWizard

July 25, 2026

Xbox backwards compatibility now available on PC, starting with four original Xbox games

Microsoft has launched a pilot program allowing select original Xbox titles to be played on Windows 11, with four classic games now available: BliNX: The Time Sweeper, Conker: Live and Reloaded, Crimson Skies: High Road to Revenge, and Fusion Frenzy. Players can access these games via a Game Pass Essential subscription or purchase them individually, and those with previous digital copies on Xbox consoles can download them at no extra cost. The games can be played at resolutions up to 2,560 x 1,920 pixels, maintaining their original aspect ratios and framerates, with options for enhanced graphics settings. The system requirements include at least an Nvidia GTX 950 or AMD Radeon RX 550, with recommended specifications for optimal performance. There are uncertainties regarding the expansion of the game library due to recent organizational changes within Microsoft, including layoffs in the backward compatibility program.

Winsage

July 23, 2026

Windows 10 has almost three times as many active vulnerabilities as Windows 11, according to researchers

Windows 11 is installed on 78.8% of Windows computers, while 16.9% of users remain on Windows 10. Microsoft ended support for Windows 10 in October 2025, with an extension until 2027. Windows 10 has 1,903 active Common Vulnerabilities and Exposures (CVEs), 2.9 times more than Windows 11, which has 652 CVEs. Of the active CVEs on Windows 10, 66.6% are classified as high or critical risk, with 2.4% actively exploited. Small businesses show the most significant lag in upgrading, with 21.4% still using Windows 10, while two-thirds of large enterprises have moved to Windows 11. The cost of upgrading is a primary barrier for smaller companies.

Tech Optimizer

July 21, 2026

I Built My Second ETL Pipeline. This Time, I Started Thinking Like a Data Engineer

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.

Winsage

July 18, 2026

I tried this Linux distro that looks like Windows, is made by a Microsoft engineer, and is based on Ubuntu

AnduinOS is a new Linux distribution created by a Microsoft engineer, based on Ubuntu, designed to provide a user experience similar to Windows 11. It offers both Long-Term Support (LTS) and short-term releases, with the latter featuring enhancements over its predecessor. Unlike Ubuntu, which uses Snap packages, AnduinOS utilizes Flatpak for software management, allowing access to a wider range of applications. The desktop environment closely resembles Windows 11, featuring a taskbar, Start menu, and other familiar elements, enhanced by GNOME extensions. Users can customize the taskbar and Start menu extensively, surpassing the customization options available in Windows. The integration of GNOME extensions, such as Clipboard History and Tiling Shell, further enhances productivity and user experience.

Winsage

July 17, 2026

The team behind Windows NT sent ‘black cardboard coffins’ and fake dog poop to their rivals back in the 90s, because nerds

Dave Plummer and Dave Cutler discussed a humorous incident from the late 1990s involving the rivalry between Microsoft and Sun Microsystems. Cutler recounted how they sent black cardboard coffins to Scott McNealy and Lee Reiswig as a playful gesture, accompanied by a birthday card that played the "Death March." They also included fake dog feces in the box as a response to Sun's advertising antics, where McNealy's dog urinated on a fire hydrant with the Microsoft logo. Cutler mentioned a third coffin intended for another tech figure, possibly Larry Ellison, which was never sent.

Winsage

July 16, 2026

Windows Netlogon Flaw CVE-2026-41089: CVSS 9.8 [2026]

CVE-2026-41089 is a critical vulnerability in the Windows Netlogon service, rated 9.8 on the CVSS scale, allowing unauthenticated attackers to execute arbitrary code with SYSTEM-level privileges on domain controllers. It affects all supported versions of Windows Server configured as domain controllers, from Windows Server 2012 R2 to the latest release. Microsoft addressed this vulnerability on May 12, 2026, during a broader update that included 138 fixes, but it went largely unnoticed until early June when active exploitation was confirmed. The vulnerability is characterized as a stack-based buffer overflow and is considered "wormable" due to its ability to self-propagate across systems without user intervention. Organizations are advised to patch all domain controllers and audit network access to mitigate exposure.

Winsage

July 15, 2026

Researcher Drops New Windows Zero-Day PoC Hours After Microsoft Patch Tuesday

Security researcher Chaotic Eclipse has released a proof-of-concept exploit called LegacyHive, which targets a vulnerability in the Windows User Profile Service. The exploit requires standard user credentials and a third username, potentially an administrator account. It can mount the target user hive in the current user classes root and is designed to reduce the risk of public exploitation. The exploit works across all supported desktop and server versions of Windows, including those updated with the July 2026 Patch Tuesday release. Microsoft is investigating the findings related to LegacyHive. Microsoft has patched 622 vulnerabilities, including two privilege escalation flaws in SharePoint Server (CVE-2026-56164, CVSS score: 5.3) and Active Directory Federation Services (CVE-2026-56155, CVSS score: 7.8), which are actively exploited threats. The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has included these vulnerabilities in its Known Exploited Vulnerabilities catalog, requiring Federal Civilian Executive Branch agencies to implement fixes by specified deadlines. CISA has also noted active exploitation of several SharePoint Server vulnerabilities, including CVE-2026-32201, CVE-2026-45659, and CVE-2026-56164, which allow unauthorized access to vulnerable instances. CVE-2026-56164 enables attackers to send crafted network requests to access functions that should require authorization, leading to privilege escalation without prior authentication. Additionally, CVE-2026-55040 (CVSS score: 9.1) allows remote unauthenticated attackers to bypass authentication on a vulnerable SharePoint server, enabling unauthorized operations.