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Pterodactyl Multi-Game Cloud Server: 13 Steps [2026]
AppWizard
September 6, 2026

Pterodactyl Multi-Game Cloud Server: 13 Steps [2026]

In 2026, hosting game servers has become more efficient, allowing multiple game servers to run on a single cloud VPS using Pterodactyl Panel, which utilizes Docker containers for isolation. Pterodactyl is a free, open-source game server management panel that gained popularity due to its user-friendly interface and robust architecture. The latest stable release, v1.12.0, was launched in January 2026, with newer deployment templates available as of August 2026. To set up Pterodactyl, prerequisites include a cloud VPS with specific CPU and RAM requirements, Ubuntu 24.04 LTS, PHP 8.3, MariaDB 11.8.8 or newer, Redis 8.10.0 or newer, Docker Engine, a registered domain for SSL, SteamCMD dependencies, and at least 80 GB SSD storage. The installation process involves provisioning the VPS, installing necessary software, configuring Pterodactyl, setting up Nginx with SSL, and deploying game servers. Common pitfalls include under-provisioning RAM for resource-intensive games, neglecting firewall settings, and allowing backup retention to grow uncontrollably. Troubleshooting may involve addressing PHP-FPM issues, connection problems, and ensuring proper resource allocation. Advanced scaling may require multiple VPS nodes, and security measures like two-factor authentication can help protect the server. Pterodactyl is free to use commercially and can run multiple game containers on a single node.
silver Android smartphone
Winsage
September 1, 2026

“More interruptions than necessary,” Microsoft on Windows 11’s forced reboots for updates, rolls out a fix

Microsoft is changing the Windows 11 update process to consolidate various updates into a single monthly restart, starting with updates released on or after July 28, 2026. This new system combines driver updates, .NET updates, and firmware updates with the monthly security update, allowing for one restart per month instead of multiple. Updates requiring a restart will wait until the scheduled monthly security update, which is typically released on the second Tuesday of each month. Users can find combined updates under Settings > Windows Update > Available updates and can choose to restart sooner if desired. Additionally, users can pause updates for up to 35 days through Settings > Windows Update.
Autoscaling Lakebase Postgres
Tech Optimizer
September 1, 2026

Autoscaling Lakebase Postgres

Choosing a database instance size without prior knowledge of the workload can lead to inefficiencies and excessive compute usage. Lakebase Postgres addresses this with an autoscaling feature that eliminates manual sizing, utilizing in-place VM resizing and a monitoring algorithm for CPU, memory, and working set size. Lakebase Postgres separates compute and storage layers, allowing independent resizing of compute nodes without affecting the database. The autoscaling algorithm relies on three signals: CPU load (cpuGoalCU), memory use (memGoalCU), and compute-cache working set size (lfcGoalCU). The CPU load is monitored every five seconds, aiming to maintain it at or below 90% capacity. Memory usage is tracked at two frequencies: overall memory every five seconds and Postgres-specific memory every 100 milliseconds, with a goal to keep usage below 75% of allocated RAM. The compute cache evaluates active data access efficiency, adjusting size based on workload. The working set is estimated using a modified HyperLogLog algorithm that records timestamps for page accesses, allowing for distinct page estimates over various time frames. The algorithm projects future working-set growth to allocate sufficient cache while capping it at 75% of RAM. Resizing the compute involves four components: the autoscaler-agent, vm-monitor, Kubernetes scheduler, and NeonVM. Scaling up occurs when any of the three goals indicate a need for more resources, while scaling down includes verification to ensure sufficient memory remains for operations. Timely adjustments in both directions are prioritized to minimize costs.
Your GPU's scheduling toggle was pointless in 2020, and a growing list of Windows features now need it
Winsage
August 30, 2026

Your GPU’s scheduling toggle was pointless in 2020, and a growing list of Windows features now need it

For over a decade, Windows managed graphics card operations through a single CPU thread. In May 2020, Microsoft introduced Hardware-Accelerated GPU Scheduling (HAGS), allowing users to transfer scheduling tasks to the GPU. HAGS shifts scheduling from the CPU to a dedicated processor on the GPU, reducing CPU overhead. The introduction of WDDM 3.0 with Windows 11 21H2 requires HAGS for the basic hardware flip queue, which reduces power consumption. The advanced hardware flip queue, which addresses presentation latency, also requires HAGS. With Windows 11 24H2 and WDDM 3.2, native GPU fences were introduced, allowing the GPU to manage dependencies without CPU intervention. Nvidia's frame generation features require HAGS, while Intel's Arc B-series cards do not. The state of HAGS is determined by GPU drivers, and applications like OBS have shown caution towards HAGS due to historical issues.
Why does Windows constantly need to update?
Winsage
August 29, 2026

Why does Windows constantly need to update?

Windows updates are released frequently to enhance performance, improve compatibility, fix bugs, and distribute critical security patches. Microsoft issues security updates every second Tuesday of the month, known as Patch Tuesday, which are cumulative, meaning the latest updates include all previous fixes. The Cybersecurity and Infrastructure Security Agency (CISA) issues warnings about vulnerabilities, and Microsoft maintains a security portal for documentation of these issues. Users on unsupported versions, like Windows 10 without Extended Security Updates (ESU), are at increased risk. In addition to security updates, Windows receives an annual feature update and occasional optional non-security updates that introduce new features and enhancements. An example is the Windows 11 February 2026 preview update, which added new features and improvements.
Why Does Windows Constantly Need To Update?
Winsage
August 28, 2026

Why Does Windows Constantly Need To Update?

Windows updates are issued regularly, primarily for performance enhancement and security reinforcement. They address bugs, improve compatibility, and distribute security patches to mitigate vulnerabilities. Security vulnerabilities are frequently discovered, with alerts issued by the Cybersecurity and Infrastructure Security Agency (CISA) and documented in the Common Vulnerabilities and Exposures (CVE) program. Microsoft releases security fixes on Patch Tuesday, the second Tuesday of each month, and all updates are cumulative. Users of unsupported software versions, such as Windows 10, face increased security risks. Major feature updates occur annually, with optional non-security updates released periodically. For example, the Windows 11 February 2026 preview update introduced new features, although these are not part of the stable channel.
Windows picks the wrong CPU cores for your games, and your processor has been telling it which ones to use
Winsage
August 28, 2026

Windows picks the wrong CPU cores for your games, and your processor has been telling it which ones to use

Modern processors, such as those from AMD, feature distinct cores with varying capabilities, allowing them to communicate their performance potential to the operating system via the Advanced Configuration and Power Interface (ACPI). This enables efficient resource allocation, particularly important for gaming, where a game may rely heavily on one or two threads. While Windows generally manages CPU resources effectively, issues can arise if the firmware fails to accurately convey core capabilities, leading to performance problems. Regular BIOS updates are crucial to ensure the CPU's preferred-core hierarchy is correctly communicated. Manual core assignment is usually unnecessary and can be counterproductive, as Windows' built-in scheduling is typically sufficient for most users.
Nothing OS 5.0 has received the Glyph app – three smartphones will not be getting Android 17
AppWizard
August 26, 2026

Nothing OS 5.0 has received the Glyph app – three smartphones will not be getting Android 17

Nothing has unveiled Nothing OS 5.0, based on Android 17, which will begin open testing on August 26 for the Phone (3). Key features include a dynamic home screen theme, the Geist system font, new status bar animations, simultaneous icon and widget movement, Gooey and Micrographics watch faces, a standalone Glyph app, a Glyph Timer widget, an Away Time widget, and a Collector feature for photo curation. Essential AI tools include Essential Voice for cleaner transcriptions, Smart Collections for automatic content grouping, and the creation of Essential Apps. Android 17 enhancements feature improved Quick Share, Noto 3D emojis, an upgraded dark theme, and simplified Bluetooth connectivity. The public rollout of Nothing OS 5.0 for the Phone (3) is scheduled for mid-October, with other models to follow, while Phone (1), Phone (2), and CMF Phone 1 will not receive the update. Google released Android 17 in June, introducing universal floating windows and enhanced privacy protections.
5 useless Android apps you probably still download (and why you should stop)
AppWizard
August 26, 2026

5 useless Android apps you probably still download (and why you should stop)

Android has evolved to include many built-in features that previously required third-party apps. - Document scanning and optical character recognition (OCR) are now available through the stock camera app in Android 14 and later. - QR code scanning is natively supported from Android 13, accessible via the stock camera app or Quick Settings toggle. - A built-in clipboard history feature is available in Google’s Gboard and Samsung Keyboard, eliminating the need for third-party clipboard managers. - Android devices come with a built-in blue light filter, customizable through the Settings app. - Built-in caller ID and spam protection features allow users to identify callers before answering. - Certain tasks, such as looking up word definitions, converting currencies, and performing unit conversions, still require third-party apps. - The ability to lock apps is expected to be introduced in the upcoming Android 17 QPR2 update.
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