requirements Archives

AppWizard

October 11, 2026

Android’s New Sideloading Rules Add a 24-Hour Wait

As of September 30, Google has introduced a 24-hour waiting period for Android users in Brazil, Indonesia, Singapore, and Thailand before they can install applications from unregistered developers. This initiative aims to enhance security against potential scams. Users can still access apps from recognized stores, including Google Play and various manufacturer-specific app markets. The rollout is currently limited to the specified countries and has not been implemented globally. The new verification process may affect users who prefer alternative app stores and those who do not use a Google account.

Winsage

October 11, 2026

Windows 11 version 26H2 is rolling out now — here’s how to get the update now and get the most out of the 2026 update

Microsoft is gradually introducing the Windows 11 2026 Update (version 26H2) to compatible devices. The update is optional and requires manual installation for users who want it before the general rollout. Users on versions 25H2 or 24H2 can update without a complete reinstallation, while those on version 23H2 or earlier must perform a full in-place upgrade. To install the update from Settings, users should open Settings, click on Windows Update, enable the toggle for getting the latest updates, check for updates, download and install, and restart the device. If the upgrade option is not visible, it may indicate incompatibility. The Media Creation Tool can be used for creating bootable USB media for users upgrading from older versions like 23H2 or Windows 10, but it requires a complete reinstallation. Steps include downloading the tool, selecting the USB drive option, and following prompts to create the installation media. Users can also download the Windows 11 version 26H2 ISO file from the Microsoft support website, mount the ISO, and run setup.exe to complete the installation.

AppWizard

October 11, 2026

Squadron 42 has a Steam page

Game director Chris Roberts announced that Squadron 42, the single-player component of Star Citizen, will be released in Q2 2027 to avoid clashing with Grand Theft Auto 6. A dedicated Steam page for Squadron 42 has been created, listing the game’s system requirements and indicating an install size of 150GB. The game does not reference modern features like ray tracing or DirectX 12. High-profile actors Gillian Anderson and Henry Cavill will appear in cutscenes.

AppWizard

October 11, 2026

Steam Machine Verified vs Steam Deck: 47 vs 38 Games [2026]

Valve has revealed that as of October 5, 2026, the Steam Machine has 47 verified games, surpassing the Steam Deck's 38 verified games. Three games—Dragon’s Dogma 2, Control Resonant, and The Blood of Dawnwalker—were upgraded from Unsupported on the Steam Deck to Verified on the Steam Machine. The Steam Machine's verification standard requires a resolution of 1080p at 30 frames per second, while the Steam Deck requires 800p at 30 frames per second. The Steam Machine is powered by hardware comparable to an AMD Radeon RX 7600M, while the Steam Deck uses a custom RDNA 2 APU. The analysis of the top 100 best-sellers shows that 38 games are Verified on Steam Deck and 47 on Steam Machine, with 28 playable on Steam Deck and 23 on Steam Machine. There are 19 Unsupported titles on Steam Deck and 15 on Steam Machine. Valve's compatibility documentation states that any game verified on Steam Deck is also guaranteed to be verified on Steam Machine.

AppWizard

October 11, 2026

Android Malware Caught by Teaching AI to Read Apps as Pictures

A research team from Turkey, led by Erdal Başaran and Ömer Okucu of Ağrı İbrahim Çeçen University, along with Yusuf Alaca from Hitit University, has developed an innovative detection framework for Android malware that utilizes a visual approach. This framework transforms key features of Android applications into images, allowing a Vision Transformer to differentiate between benign software and malware. The researchers created two types of images from static and dynamic analysis features: a conventional 2D grayscale image and a QR code image. Separate Vision Transformer models were trained on each image type, and spatial pooling features were extracted from deeper layers to create a comprehensive representation of application behavior. To refine the fused feature vector, Recursive Feature Elimination (RFE) was employed, enhancing classification clarity and reducing computational load. The final classification utilized a majority-voting ensemble strategy, achieving a detection accuracy of 98.72 percent, surpassing standalone models. The study demonstrates that the multimodal system outperforms individual grayscale or QR code pathways. The dataset used is publicly available, promoting reproducibility. The framework's reliance on static and dynamic analysis features allows it to adapt to new threats, and the novel QR code representation offers distinctive visual signatures of malicious behavior. However, challenges remain regarding feature extraction quality and computational demands.

Tech Optimizer

October 11, 2026

A practical guide to cost optimization with Lakebase Postgres

Lakebase is a fully managed Postgres database designed for modern application development, featuring an architecture that separates storage and compute with a serverless compute layer. This design allows for cost efficiencies through various mechanisms: 1. **Branching**: Developers can create isolated environments for development, testing, or experimentation without duplicating storage costs, as branches share the same underlying storage. 2. **Autoscaling**: Lakebase adjusts compute resources based on activity levels, allowing users to pay only for the compute they use. It can scale down during low activity and can be suspended entirely after inactivity, reducing costs to zero. 3. **Read Replicas and High Availability**: The separation of storage and compute allows for adding read replicas and high availability without incurring additional storage costs, as these instances utilize the same storage layer. 4. **Synced Tables**: Integration with the Databricks Intelligence Platform enables efficient data syncing, allowing users to sync only the necessary working set of data, which helps avoid unnecessary storage and sync costs. 5. **Sync Modes**: There are three sync modes (Snapshot, Triggered, Continuous) for transferring data from the Lakehouse to Lakebase, each with different cost implications based on data freshness requirements. 6. **Right-sizing Compute**: Users can set the initial compute range during project provisioning to avoid over-provisioning and unnecessary costs. 7. **Monitoring and Metrics**: The Lakebase Metrics dashboard provides insights into working set size and cache utilization, helping users optimize their compute sizing and performance. 8. **Point-in-Time Restore (PITR) and Snapshots**: PITR maintains history for recovery within a configurable window, while snapshots offer discrete recovery points. Both are priced lower than standard storage, making them cost-effective options for data recovery. Lakebase costs are categorized into compute, storage, and serverless pipeline compute for syncing data. Compute is measured by CU usage, while storage includes branch storage, PITR history, and snapshot storage, all tracked separately. Users can access detailed usage and cost information through system billing tables.

Winsage

October 11, 2026

Windows PCs that are not up to date will lose Windows Update itself in 2027

Windows machines that are not current with updates will face changes in access to Windows Update due to two critical certificate expirations on May 17, 2027, and June 19, 2027. Supported versions must install specific security updates before these dates to maintain access. - Windows 11, version 25H2 and later: No action required. - Windows 11, version 24H2 and Windows Server 2025: Must install the September 2025 Windows security update or later, before June 19, 2027. - Other in-support Windows 11 versions and Windows Server 2022: Must install the July 2026 Windows security update or later, before June 19, 2027. - In-support Windows 10 versions: Must install the July 2026 Windows security update or later, before June 19, 2027. - Windows 10 Enterprise 2019 LTSC, Windows Server 2019, and Windows Server 2016: Must install the July 2026 Windows security update or later, before May 17, 2027. - Any other Windows version: Upgrade to a supported release to maintain access. Devices that are up to date will continue receiving updates without interruption, while those that are behind will lose access to Windows Update services after the expiration dates. Out-of-support versions will lose access entirely. The notice regarding the certificate expiration was posted on October 8, 2026, and reiterated on October 10, 2026.

AppWizard

October 10, 2026

Why Alternative App Stores Are Gaining Popularity Among Android Power Users

An alternative app store allows users to access apps and games not available on official platforms like the Google Play Store, including older versions, regional apps, and open-source options. Types of alternative app stores include third-party Android stores, open-source platforms, modified APK stores, regional stores, free app stores, and game-focused stores. Users explore these stores for a broader selection of apps, including those restricted by geography. Alternative app stores can provide apps that Google Play does not, such as regional apps and modified applications. When choosing an alternative app store, users should consider the platform’s reputation, app descriptions, update frequency, security measures, and source verification. Alternative app stores differ from Google Play by offering more flexibility and access to unique content, though security and developer support may vary. Modified apps are altered versions that may offer enhanced features. Alternative app stores are important for overcoming regional barriers and providing ad-free experiences. They host a variety of apps, including multiple versions of a single application, and typically feature user-friendly search functionalities. Comprehensive app information is often available, including version data and permissions. Some stores focus on open-source and independent apps. The legality of using alternative app stores depends on licensing and local laws, and they often feature apps not found on Google Play. Many alternative stores provide multiple app versions, and only reliable ones may offer faster updates.

AppWizard

October 10, 2026

A week with Googlebooks: four notes from our testing so far

Google has launched five new Googlebook laptops featuring the Googlebook OS, which has received mixed reviews. While the hardware is praised, the software is criticized for being problematic and not a significant upgrade from ChromeOS. Users report issues such as the inability to run Chrome with separate Google accounts, clunky Android apps, and awkward command requirements for messaging apps. The app ecosystem is struggling, with many applications failing to adapt to the Googlebook's interface, resulting in a frustrating user experience. Linux applications face integration challenges, complicating multitasking. Despite some successful features like file transfer and notification responses between Googlebook and Android devices, users experience frequent connectivity issues and sluggish performance.

Tech Optimizer

October 10, 2026

How and why we built Managed PostgreSQL for AI workloads

The Nebius Managed PostgreSQL team developed a solution for AI workloads using CloudNativePG and Kubernetes, resulting in improved backup and restore times by transitioning from Barman to WAL-G, reducing a 1.5 TB backup duration from over a day to two hours. Since its launch in 2025, the service supports hundreds of production clusters and manages tens of tebibytes of data. Key features include high availability, point-in-time recovery, automated failover, compressed and encrypted backups, rapid restoration, connection pooling, and strict synchronous replication for zero data loss. Kubernetes and CloudNativePG were chosen for their advantages, including out-of-the-box features and open-source distribution. Each cloud project has a separate MK8s cluster for customer isolation and security. Persistent data is stored on fault-tolerant SSD drives, enabling swift instance migration during failures. Regular physical backups are archived, allowing restoration within a seven-day window with a single click. The transition from Barman to WAL-G addressed slow backup and restoration times and resource control limitations. With WAL-G, backups and restorations for a 1.5 TB cluster improved to two hours and one hour, respectively. PgBouncer was implemented to manage database connections effectively, reducing connection storms during peak AI workload traffic. Two vector search extensions, pgvector and pgvectorscale, are available to cater to different memory and dataset needs. Benchmarking showed that Nebius performs competitively with AWS at a lower cost. The infrastructure integrates cloud engineering principles with specialized expertise to meet AI workload demands.