resizing

Tech Optimizer
September 1, 2026
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.
AppWizard
August 28, 2026
Image Toolbox is an Android app developed by Malik Mukhametzyanov, designed to assist content creators by consolidating essential functions such as resizing, format conversion, watermarking, and platform-specific exports into a single interface. It features batch processing capabilities, 61 built-in export presets for platforms like Instagram, X, and YouTube, and background removal options using various AI models. The app is free, ad-free, and released under the Apache License 2.0. Users can customize the app's color scheme, and it includes a "Usage Statistics" page that tracks app usage while ensuring user privacy. Image Toolbox is available on F-Droid and the Play Store, with both versions being identical except for the inclusion of Google-related trackers in the Play Store version. There is no paid plan, and donations are welcomed. APK files can also be downloaded from the project's GitHub repository.
Winsage
August 23, 2026
Windows 11 is evolving into a more user-centric operating system, with recent updates enhancing customization options like moving and resizing the Taskbar and improving Start menu control. This change is part of Microsoft's Windows K2 initiative, which aims to boost performance and user experience. Initially, Windows 11's design aimed for simplicity but reduced user choices, leading to frustration. The context menu was simplified but became cluttered again, prompting updates that allow users to customize its organization. Microsoft recognizes that users have varied preferences for interacting with the OS, and the flexibility in Taskbar positioning enhances satisfaction. While the updates are positive, there is criticism that Microsoft should not be overly praised for restoring previously removed features. The goal is to maintain a modern interface while enhancing user experience without sacrificing functionality. Recent changes reflect an understanding that the issues with Windows 11 arose from removing options rather than having too many choices, guiding future updates to balance user-friendliness with customization.
AppWizard
August 22, 2026
Image Toolbox is an open-source, free Android application that consolidates various media tools into a single platform, eliminating the need for multiple single-purpose apps. It features a user-friendly interface with four main tabs: Edit, Create, Image, and Tools. Key functionalities include: - Image Resizer and Converter: Allows users to resize images and convert formats with a preview of the final file size. - EXIF Remover: Offers bulk and selective removal of EXIF data from photos. - Background Remover: Provides automatic and manual modes for background removal. - PDF Editor: Includes tools for merging, rearranging, password protecting, and compressing PDFs. - Image Stitcher: Facilitates the stitching of images. - GIF Creator: Converts sequences of images into animated GIFs. - QR Code Generator: Creates customizable QR codes. - Collage Maker: Suggests templates and allows layout adjustments. Users can customize settings such as the app's theme, tool layout, and default save locations. The app has proven to be an efficient replacement for various specialized applications, streamlining media management on Android devices.
AppWizard
August 17, 2026
Smart Launcher 6 automatically categorizes apps into groups such as games, messaging, and tools, has over 50 million downloads, and offers features like a customizable news reader and font changes. Niagara Launcher features a minimalist design with an alphabetical list of apps optimized for one-handed use, fluid animations, and extensive customization options without ads. Octopi Launcher uses tags for app organization, offers auto-scrolling widget stacks, and allows for tailored layouts for portrait and landscape orientations, with a one-time payment for additional functionalities. Lawnchair replicates the Google Pixel launcher experience, supports Material You theming, is open-source, free of ads, and actively maintained on GitHub. Kvaesitso focuses on search functionality for quick access to apps, contacts, and files, is ad-free, operates independently of Google Play services, and is designed for a streamlined, productivity-focused experience.
AppWizard
August 5, 2026
The 26.3 Snapshot 7 update introduces new features including Concrete Stairs and Slabs in 16 colors, and Explorer Maps that lead to various Abandoned Camps in multiple biomes such as Bamboo Jungle, Cherry Grove, Birch Forest, and others. Significant structures like Ancient City and Desert Pyramid also have new maps. Changes include updated loot tables for Abandoned Camp Barrels and adjustments to player icons on maps. Explorer Maps are now distinct items with unique icons, and existing maps will convert to the new item type upon loading. Technical changes involve updates to Data Pack and Resource Pack versions, along with various command and data component modifications. Bugs have been fixed, improving overall gameplay experience.
AppWizard
August 2, 2026
Android 17 introduces App Bubbles, allowing users to create floating bubbles for apps on their screen for easier access while using other applications. Samsung Galaxy phones have a similar feature called Pop-Up View, which offers a more refined multitasking experience with resizable, floating windows. Pop-Up View allows users to interact with multiple apps simultaneously without disrupting the primary app, making it useful for tasks like watching videos while chatting. Users can access Pop-Up View through the Recents menu, a swipe gesture, or the Edge Panel. The swipe gesture is preferred for its speed, though it may require practice. Pop-Up View supports individual window resizing and maintains visibility of app contents in the background, unlike App Bubbles, which can obscure the screen.
Winsage
July 13, 2026
Windows 11 is set to receive an update that includes a slightly taller search box in the Start menu, increasing its height by four pixels. This change, currently in preview, is part of Microsoft's Windows K2 initiative aimed at improving user experience by addressing inconsistencies in the operating system. The update was revealed in the release notes for a preview build, leading to humorous reactions from users. Despite the minor nature of this adjustment, it highlights ongoing design issues within Windows 11, such as misaligned windows and inconsistent menus, which contribute to a perception of incompleteness. Additionally, the context menus in the latest preview build feature more rounded corners, raising questions about UI consistency. The Windows K2 initiative aims to enhance both performance and visual appeal, improving the overall user experience.
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