failure Archives

Winsage

July 10, 2026

Microsoft’s new Windows 11 recovery tool is the ultimate Undo button

On July 19, 2024, at 12:09 AM EDT, 8.5 million Windows PCs, including devices from half of the Fortune 500 companies and the leading U.S. cybersecurity agency, experienced a catastrophic failure due to the Blue Screen of Death, leading to reboot loops. IT teams had to physically access each machine to resolve the issue by removing a problematic CrowdStrike file. CrowdStrike released an automated remediation tool three days later, on July 22. Microsoft pledged to improve Windows' resilience, introducing Quick Machine Recovery nearly a year later. Microsoft unveiled a new recovery feature called Point-in-time Restore, which allows users to revert their PCs to a previous state when functioning correctly. This feature generates daily snapshots of the entire system using the Volume Shadow Copy Service, retaining the three most recent snapshots and consuming minimal disk space (typically 2% of the system drive). Users can access the restore point through the Windows Recovery Environment after three failed startups, with the restoration process taking 30 to 45 minutes. Point-in-time Restore differs from System Restore, which creates less comprehensive snapshots and preserves document files. Point-in-time Restore is automatically enabled for systems with at least 200 GB drives in retail or OEM editions of Windows Home or Pro, while it must be manually activated for smaller drives. In Windows 11 Enterprise edition, it is disabled by default and may require administrative approval to activate. The feature intelligently manages disk usage, discarding older snapshots as needed, but users must enter a BitLocker recovery key if their system drive is encrypted. Users are warned about the risk of losing unsaved work when applying a restore snapshot, and reversing the operation is not straightforward.

Winsage

July 10, 2026

Windows 10 is still getting Windows 11 features, but it’s only for developers

Microsoft has confirmed that WSL Containers, which allows users to create and manage Linux containers directly from Windows, is now available on Windows 10. Users must have Windows 10 version 2004 (Build 19041) or later to utilize WSL Containers. The installation process involves checking the Windows build, installing WSL, updating to the container build, confirming the version, and running a test command. WSL Containers support GPU passthrough, enabling CUDA capabilities directly from Windows 10. A text-based UI dashboard for managing WSL Containers, named lazywslc, has also been introduced.

Winsage

July 10, 2026

Microsoft Confirms Windows 11 Bug That Eats 500GB Of Your Storage

Microsoft has acknowledged a significant issue affecting Windows 11 users on versions 24H2 and 25H2, where a bug can consume up to 500GB of storage, leading to critical space shortages and potential system failure. This bug has been reported since May 2025, with a solution disclosed on June 29, but it will not be automatically rolled out until July 14. Users can check if they are affected by navigating to Settings > System > Storage and examining the “System files” category; if it exceeds 100GB, they are likely impacted. The issue is linked to a hidden file named CapabilityAccessManager.db-wal in the “%ProgramData%MicrosoftWindowsCapabilityAccessManager” directory. Microsoft has released an optional update (KB5095093) to address the bug, which also includes feature previews that may affect performance. Users are advised against deleting the problematic file to avoid disrupting WiFi connectivity and screen capture functionalities. An automatic fix will be deployed during the July 14 update.

Tech Optimizer

July 10, 2026

Layered Security Essentials: Protect Your Devices from Threats

Safeguarding modern devices requires a multifaceted security strategy that includes antivirus software, VPNs, strong authentication methods, and regular system updates. Layered security combines multiple protective measures such as encryption, malware detection, and authentication controls to address diverse threats. Key elements of solid cyber hygiene include strong passwords, timely software updates, phishing awareness, and multi-factor authentication. Network protection is crucial, especially when using public Wi-Fi; users should verify the presence of encryption indicators like "HTTPS" before sharing personal information. Employing WPA3 encryption on home routers and changing default admin credentials are essential safeguards. Regular updates to operating systems and applications help close known vulnerabilities, while safe browsing habits are necessary to avoid potential threats. Antivirus software and anti-phishing tools offer real-time monitoring, and device encryption protects data in case of loss or theft. Regular backups are vital to prevent data loss from ransomware attacks or hardware failures. Phishing-resistant multi-factor authentication and passkeys provide strong defenses against credential-based attacks.

AppWizard

July 7, 2026

Discord Banned 8,000 Users for Posting Chessboards and Minecraft Screenshots

In May 2026, Discord's content moderation system mistakenly banned over 8,200 users due to a hash-matching system that identified harmless grid patterns as harmful content. This incident was worsened by two bugs: one that bypassed the intended upload-pause for human review and another that prevented the lifting of bans even after staff cleared the accounts. The images that triggered these bans included chessboard screenshots, Minecraft inventory grids, game texture patterns, Google Drive and spreadsheet tables, and standard UI grid layouts. Following the incident, all affected accounts were reinstated, and the problematic hash was neutralized. The situation occurred alongside Discord's efforts for age verification, which faced scrutiny due to a breach exposing ID documents of approximately 70,000 users.

Winsage

July 7, 2026

Windows 11 24H2 and 25H2 Issue Causes Black Screen, Start Menu Failure, and Taskbar Crashes

Microsoft has addressed critical user interface failures affecting Windows 11 versions 24H2 and 25H2 in enterprise environments, documented under update advisory KB5072911. These issues arise from cumulative updates released after July 2025, including KB5062553 and KB5065789, primarily impacting enterprise-managed systems and virtualized environments. Users may experience black screens, unresponsive Start menus, and taskbar failures following updates, particularly in non-persistent environments like Virtual Desktop Infrastructure (VDI). Core components such as Explorer.exe and XAML-dependent applications may fail to initialize or crash due to a timing issue in the update process, where required application packages are not properly registered. Microsoft has released updates starting June 23, 2026, under KB5095093 to address these issues and recommends temporary workarounds for affected systems, including manual registration of missing packages and deploying logon scripts in non-persistent environments. Organizations are encouraged to install the latest updates and review their update procedures to prevent future disruptions.

Tech Optimizer

July 6, 2026

Why most AI projects fail: It’s infrastructure and people

AI technology faces significant criticism for its low success rates in delivering business results, with studies indicating a 95% failure rate for enterprise AI solutions and only 9% of organizations in Europe, the Middle East, and Africa achieving measurable outcomes from AI initiatives. Four main shortcomings hinder the transition of AI prototypes to production: 1. Deployment Flexibility: Prototyping environments often lack the necessary flexibility for large-scale production deployment, particularly in regulated sectors. 2. Data Sovereignty: Production transitions can complicate data sovereignty at enterprise and regional levels. 3. Reliability: High availability is crucial for production environments, but vendor-managed platforms may not guarantee seamless upgrades or hardware swaps without downtime. 4. Disconnect in Tool Selection: Developers often choose tools for prototyping without considering production implications, leading to difficulties in scaling. The shortage of database administrators (DBAs) is exacerbated by the increasing use of AI tools, with 84% of developers utilizing them according to a 2025 survey. To address these challenges, Merrick suggests leveraging AI DBA agents to support human DBAs and improve database management efficiency. He emphasizes the need for both robust data infrastructure and enhanced operational support to improve the success rates of AI prototypes.

AppWizard

July 4, 2026

Cyberpunk 2077 has now sold more than 40 million copies, ‘a testament to what CD Projekt does best’

Cyberpunk 2077 has sold over 40 million copies since its release in December 2020. Initially, the game faced significant backlash, especially on console platforms, leading to its removal from the PlayStation Store. The PC version was more stable, but the console experience suffered from numerous bugs and performance issues. CD Projekt committed to fixing these issues through updates and expansions, resulting in a "very positive" user rating on Steam. The game's success is attributed to the dedication of its community and CD Projekt's perseverance. Despite this turnaround, CD Projekt's leadership acknowledges challenges in regaining the trust of all players. Cyberpunk 2077's sales figures still trail behind The Witcher 3, which has surpassed 65 million copies sold.

AppWizard

July 3, 2026

Humble Choice June 2026: Last chance to grab this huge selection of PC games

You have until July 7th to claim the June Humble Choice bundle, which includes the following titles: - Octopath Traveler 2 (Steam) - The Riftbreaker (Steam) - Life is Strange: Double Exposure (Steam) - INDIKA (Steam) - Citizen Sleeper 2: Starward Vector (Steam) - Construction Simulator (Steam) - Hell Clock (Steam) - Overlooting (Steam) The subscription costs £11.49/.99. Notable ratings include Citizen Sleeper 2 with a five-star rating, INDIKA with a 4/5 star rating, and Life is Strange: Double Exposure receiving three stars. Humble Choice members receive up to 20% off in the Humble store, and 5% of each membership goes to charity, with It Gets Better being the chosen charity for June.

Tech Optimizer

July 2, 2026

From monolith to Lakebase to LTAP: rethinking the database from storage up

Sixteen years ago, the author began their PhD at UC Berkeley and was advised to focus on analytics rather than OLTP databases, which were considered solved. This led to the creation of Apache Spark and Databricks. However, during the development of Databricks, it was found that OLTP databases were not solved problems; they were difficult to scale and fragile. This realization led to the development of Lakebase, a serverless Postgres database designed with modern technology. Lakebase architecture separates the write-ahead log (WAL) and data files into independent, scalable services. The WAL is externalized to a service called SafeKeeper, which uses Paxos-based replication for durability, while data files are managed by PageServer, which stores them in cloud object storage. This design addresses challenges such as data loss, scaling, and performance interference between transactional and analytical workloads. Lakebase maintains compatibility with Postgres, offers unlimited storage, serverless compute, durable writes, and simpler high availability. It also introduces LTAP (Lake Transactional/Analytical Processing), which allows both transactional and analytical processing to operate on a single data copy in real time, eliminating the need for separate data copies and reducing costs. LTAP utilizes a unified storage layer that allows data to be materialized in both row and columnar formats, optimizing it for both transactional and analytical workloads. The system ensures that analytics can access the most current data without affecting transactional performance by using a log sequence number (LSN) to retrieve the latest changes. Unlike traditional CDC approaches, LTAP requires no explicit table replication, as all data is stored in a single governed copy. This architecture circumvents common issues faced by hybrid transactional/analytical processing (HTAP) systems, such as incomplete feature sets, lack of ecosystem support, and performance contention. The Lakebase architecture has unlocked capabilities like unlimited storage, elastic compute, durable writes, and instant branching, with ongoing developments anticipated in the future.