Harness Archives

AppWizard

July 24, 2026

Play “Minecraft Dungeons” as much as you want during the “Simultaneous Trial,” an event exclusive to Nintendo Switch Online members! From July 27 to August 2

Nintendo Switch Online members can participate in an All-Access Trial for Minecraft Dungeons from July 27, 2026, at 12:00 p.m. to August 2, 2026, at 5:59 p.m. Players can download the game from the Nintendo Store or the eShop and enjoy unlimited gameplay during this period. Save data can be transferred to the full version upon purchase. A limited-time sale will also occur, offering discounts on the digital version of Minecraft Dungeons from July 27, 2026, to August 9, 2026. The Standard Edition will be priced at 1,848 yen (30% off), the Ultimate Edition at 2,640 yen (50% off), and the Ultimate DLC Bundle at 1,320 yen (50% off). Additionally, Minecraft Dungeons II is set to launch on September 29, 2026.

AppWizard

July 21, 2026

Gboard could have a huge accessibility feature on the way for sign language

Google is developing a feature for its Gboard app called "Sign-to-text," which aims to convert sign language into written text using the user's camera and AI technology. This feature is designed for users who communicate using sign language, enhancing accessibility. The feature was found in the code of a recent Gboard update, indicating that Google is exploring its feasibility. Additionally, Android 16 has improved accessibility for hearing aid users by introducing Fast Pair support for easier connectivity and allowing adjustments for call audio and hearing aid volume.

Winsage

July 19, 2026

How to install apps on your Windows 11 PC with Windows Package Manager (winget)

Windows 11 users can download applications using the Windows Package Manager (winget) via the command line, bypassing traditional web browser navigation. Winget is integrated into Windows 11, modern Windows 10, and Windows Server 2025, simplifying application management. To use winget, users can open the Command Prompt, check for installation with "winget --version," search for applications with "winget search [app name]," and install them using "winget install [app name]." Users can also specify installation directories and utilize commands to list installed applications, show details about specific apps, and uninstall applications.

AppWizard

July 16, 2026

Amnesia: What If a Messenger Was Designed to Forget?

In digital communication, traditional messaging platforms act as persistent archives of user data, including accounts, devices, contacts, and interactions, which can hinder the essence of communication. While end-to-end encryption enhances privacy, it does not eliminate data retention. Amnesia is a concept that proposes a messaging platform emphasizing temporary communication with no permanent accounts or conversation histories. The initial prototype allows users to create one-time sessions using QR codes, ensuring that all data is destroyed once the session ends. Each session generates unique identity keys, preventing credential reuse and session token theft. The system does not retain any conversation history, reinforcing the principle that once a session is terminated, the data is irretrievable. Amnesia's relay facilitates communication without retaining user accounts or histories, and its design minimizes durable information to reduce risks. The project is currently an architectural concept and an early prototype, not ready for production or sensitive communications.

AppWizard

July 15, 2026

Minecraft gamers to get $15,000 scholarship on one condition

The educational institute has identified that specific games can effectively impart essential skills such as systems mastery, survival optimization, and team collaboration. Students aiming for the Max Achievement Scholarship can achieve two tiers: Mastery, which offers a scholarship of ,500 per term, and Legendary, which provides ,000. The scholarship emphasizes that digital gaming environments cultivate competencies that drive innovation and leadership. The skills acquired through video gaming align with the university’s Polymathic Domains, including goal decomposition, systems thinking, and resource optimization. The institution offers programs like Game Design, Digital Art, and Software Development. Minecraft is used as an educational tool to enhance problem-solving abilities and logical reasoning. Dr. Eric Kildebeck at The University of Texas, Dallas, has utilized Minecraft to create a virtual hospital for pre-med students, allowing them to engage with realistic scenarios.

Winsage

July 13, 2026

Microsoft expands AI-powered Windows security

AI-driven security tools are enhancing Microsoft's ability to detect vulnerabilities earlier, improving the speed of Windows security responses. Microsoft is integrating AI into its Windows security strategy to expedite the discovery, analysis, and remediation of vulnerabilities in its software development process. This integration allows security teams to identify potential issues more quickly across large codebases, reducing the time between vulnerability identification and protective measures implementation. The updated strategy combines AI-powered security analysis tools with advanced multi-model agentic scanning systems to detect, validate, and prioritize high-confidence risks. Microsoft is also incorporating AI into engineering workflows to assist developers in investigating issues, recommending fixes, and enhancing testing, while ensuring human oversight. The company is investing in automated patching, vulnerability management, and deployment tools to facilitate efficient application of security updates. This approach reflects a shift towards continuous, AI-assisted security engineering, moving away from traditional periodic security updates.

Winsage

July 10, 2026

Microsoft goes all in on new AI-powered Windows security strategy – what it means for you

Microsoft is integrating artificial intelligence into its vulnerability management processes to enhance cybersecurity, particularly for its Windows operating system used by over 1.5 billion devices. The company is implementing an automated, AI-driven approach to identify vulnerabilities earlier in the development cycle, allowing for quicker fixes. Microsoft has developed a cloud-based scanning system called MDASH, which has identified 16 vulnerabilities since its introduction, four of which were critical and promptly patched. AI tools are being embedded earlier in the software development lifecycle, and Microsoft is updating its Secure Development Lifecycle best practices to address potential AI-enabled attack techniques. The shift towards an AI-enhanced system will lead to an increase in the volume of security updates, requiring enterprise administrators to adopt more agile approaches to testing and deploying updates. Microsoft has introduced a feature called Known Issue Rollback (KIR) to help admins revert problematic changes. The company emphasizes the importance of human oversight in evaluating AI findings and making informed decisions.

Winsage

July 9, 2026

Evolving Windows vulnerability management to meet the speed of AI-powered discovery

Microsoft is enhancing its security measures for Windows by integrating artificial intelligence (AI) to improve the discovery and analysis of vulnerabilities across its codebase. This includes the use of a multi-model agentic scanning harness (MDASH) that employs various AI models to identify and validate potential vulnerabilities efficiently. A dedicated cloud infrastructure supports this scanning process, which aims to minimize false positives and reduce the time from discovery to customer protection. The company collaborates across divisions to promote AI-powered tools and practices, refining its internal systems to integrate vulnerability discovery into development processes. This includes updating Secure Development Lifecycle (SDL) practices to address AI-enabled attack techniques. Customers can expect an increase in security updates as AI enhances vulnerability discovery capabilities. Windows updates undergo rigorous validation through programs like the Security Update Validation Program (SUVP) to ensure quality and compatibility. Microsoft also offers tools like Known Issue Rollback (KIR) for quick reversion of changes if issues arise during updates. Customers are encouraged to stay current with security updates and utilize resources like the Security Update Guide for prioritizing protections. To facilitate smoother update processes, Microsoft provides optional non-security preview releases for compatibility testing and employs modern management capabilities like Windows Autopatch to automate security updates. Azure Arc enables rebootless updates for Windows Servers, while Microsoft Defender and Intune help manage vulnerabilities and compliance across endpoints. Overall, Microsoft is committed to continuous improvement in its security practices to adapt to the evolving threat landscape and ensure customer protection through timely updates.

Winsage

July 9, 2026

Microsoft Details How It’s Using AI to Improve Windows Security

Microsoft has reaffirmed its commitment to security, focusing on enhancing protection for Windows users. The company is utilizing a multi-model agentic scanning harness (MDASH) that incorporates various AI models to identify Windows vulnerabilities earlier in the development process. This proactive approach allows security experts to detect potential issues before public releases. Microsoft is also investing in technologies that use AI to streamline the development of fixes while maintaining human oversight during code reviews. The company acknowledges the dual nature of AI in security, as it accelerates both the identification of vulnerabilities and the potential for exploitation. Microsoft aims to strengthen its systems to find vulnerabilities earlier and deliver timely security patches to customers.

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.