Coding Archives

AppWizard

April 17, 2026

Google wants AI to make Android apps and make them well

AI is being utilized in software development, particularly in coding, with tools like ChatGPT, Claude, and Gemini enabling users to create functional applications. However, AI models often lag behind updates in the Android core, leading to potential bugs and security issues in the apps they generate. Google has responded by providing real-time access to its official Android guidelines for AI coding agents and has introduced new tools to improve app development. This initiative allows AI agents to access the latest information from various developer resources, ensuring they can provide up-to-date guidance. Additionally, scaling AI applications across different devices has become easier, allowing Android apps to transition smoothly to platforms like smartwatches and tablets. The use of AI in app development is seen as a beneficial application amidst mixed feelings about AI-generated content in creative fields.

AppWizard

April 16, 2026

Your next Android app might be AI-made, and Google wants it done right

Aspiring developers can now use advanced AI tools like ChatGPT, Claude, and Gemini to generate code for Android applications with minimal coding expertise. However, AI-generated apps may rely on outdated information, leading to inefficiencies and bugs. In response, Google is providing AI coding agents with access to current Android developer resources and introducing tools like a new Android Command Line Interface (CLI) and task-specific skills to improve app development. This initiative aims to ensure that apps follow the latest guidelines and practices. Additionally, Google is streamlining the process for scaling applications across various Android devices, which will benefit end-users by delivering better-optimized AI-generated applications.

Winsage

April 13, 2026

The engineer who built Windows Task Manager in the 90s says its 80KB footprint was a feature not an accident

David Plummer, a veteran Microsoft engineer, created the original Windows Task Manager (Taskmgr.exe) in the 1990s, which had a file size of only 80KB. This small size was crucial for its functionality during system freezes. Plummer used a mutex to check if another instance of the program was running, allowing for efficient operation without complex process lists or loops. His recent reflections in early 2026 have sparked discussions about the evolution of software, particularly criticizing Windows 11 for straying from its foundational purpose and emphasizing resource efficiency. The 1990s hardware constraints forced developers to innovate, contrasting with today's environment where abundant resources allow for less efficient applications. Plummer's mutex technique is now seen as a benchmark in application design, highlighting a generational shift in development practices. The discourse around his 80KB Task Manager raises questions about the future of software procurement and the importance of memory footprint in purchasing decisions.

AppWizard

April 13, 2026

‘Single-player Tarkov’ Road to Vostok’s solo dev admits its huge popularity is “running away from me,” but he has a plan

Antti Leinonen, a Finnish soldier turned solo developer, launched his survival shooter game, Road to Vostok, which sold around 140,000 copies and has over 25,000 daily active users five days post-launch. He faces challenges managing player feedback, with over 11,000 unread emails, and plans to hire additional support next month. Leinonen is pleased with the game's launch performance and believes it debuted in a solid state for early access. He intends to take a break for personal recovery before implementing hotfixes and enhancing the game, including improvements to enemy AI and new features.

BetaBeacon

April 10, 2026

The Android Tablet That Runs Steam Games : Lenovo Legion Tab Gen 5

The Lenovo Legion Tab Gen 5 is powered by the Qualcomm Snapdragon 8 Gen 5 chipset and offers up to 24GB of RAM, delivering high performance for gaming, multitasking, and streaming.

AppWizard

April 9, 2026

Google updates best AI models for coding Android apps, Gemini & GPT 5.4 at the top

The "Android Bench," Google's benchmark for evaluating AI models in Android app development, has been updated, with OpenAI's GPT 5.4 and GPT 5.3 Codex now sharing the top ranking with Gemini. The benchmark evaluates models based on criteria such as compatibility with Jetpack Compose, use of Coroutines and Flows, and integration with Room and Hilt. The latest rankings are as follows: 1. GPT 5.4: 72.4% 2. Gemini 3.1 Pro Preview: 72.4% 3. GPT 5.3-Codex: 67.7% 4. Claude Opus 4.6: 66.6% 5. GPT-5.2 Codex: 62.5% 6. Claude Opus 4.5: 61.9% 7. Gemini 3 Pro Preview: 60.4% 8. Claude Sonnet 4.6: 58.4% 9. Claude Sonnet 4.5: 54.2% 10. Gemini 3 Flash Preview: 42% 11. Gemini 2.5 Flash: 16.1% The rankings have not changed since the initial assessment in late February, and the latest models were evaluated in mid-March. The findings should be interpreted cautiously, as real-world performance may vary based on specific workflows and project requirements.

Tech Optimizer

April 8, 2026

PostgreSQL logical replication: How to replicate only the data that you need

Many organizations using PostgreSQL face challenges in replicating data across different logical databases while controlling shared information. PostgreSQL 15 introduces native logical replication with column-level and row-level filtering within publications, allowing precise control over data transfer between PostgreSQL databases. Logical replication operates on a publish-subscribe model, where the source database logs changes to the Write-Ahead Log (WAL) and applies publication filters to transmit only the relevant data to the target database. Two filtering modes are available: column-level filtering allows users to specify which columns to replicate, while row-level filtering uses WHERE clauses to determine which rows to include. Both filtering modes can be combined in a single publication. The SQL syntax for creating publications and subscriptions is consistent across various PostgreSQL environments, with specific configurations required for enabling logical replication. Use cases for logical replication include multi-tenant SaaS data isolation, regional data distribution for ecommerce, PCI DSS compliance in financial services, development and testing environments, and retail inventory management. Prerequisites for implementing logical replication include using PostgreSQL 15 or later, ensuring network connectivity, having a user with replication privileges, enabling logical replication on the source instance, and monitoring WAL retention. Logical replication has limitations, such as the need for a replica identity for UPDATE and DELETE operations, the non-replication of DDL changes and sequences, and potential performance overhead during initial synchronization and ongoing replication. After testing, it is advisable to clean up by removing replication resources to prevent unnecessary costs.

Winsage

April 8, 2026

80 Copilots later, Microsoft is finally confronting the mess

Researcher Tey Bannerman identified 80 distinct instances of the Copilot brand across Microsoft’s products and services, highlighting potential user confusion due to fragmentation. Examples include Copilot in Dynamics 365 Field Service, Viva Glint, GitHub Copilot Workspace, and Microsoft Fabric. Each Copilot serves different functionalities, but this approach complicates the user experience, as seen with differences between Copilot in Microsoft Word and the general Copilot application in Windows. Microsoft has expressed intentions to streamline Windows 11 and reduce AI features, suggesting opportunities for simplification in its Copilot offerings.

Winsage

April 5, 2026

“These mods completely changed how I use Windows 11”: As I walk through the 7 Windhawk tweaks that transformed my desktop, I’m surprised by which ones made the biggest difference

Windows 11 allows users to customize background images, themes, accent colors, and the Start menu and Taskbar. However, for more significant changes, Windhawk offers a modular approach to modify the operating system without risky file modifications. To install Windhawk on Windows 11, users can use the Windows Package Manager (winget) by running the command: winget install --id RamenSoftware.Windhawk. Notable mods available for Windhawk include: - Windows 11 Taskbar Styler: Provides control over the Taskbar's visual elements with three levels of customization. - Taskbar on Top for Windows 11: Allows users to reposition the Taskbar to the top of the screen. - Taskbar Height and Icon Size: Enables adjustments to the Taskbar's height and icon size without affecting DPI scaling. - Windows 11 Start Menu Styler: Offers complete customization of the Start menu's appearance using themes and custom XAML/CSS. - Windows 11 File Explorer Styler: Allows control over the File Explorer interface by injecting custom XAML styles. - Windows 11 Notification Center Styler: Modifies the layout, transparency, and aesthetics of the Notification Center and Quick Settings. Windhawk uses dynamic code injection to implement changes without altering system files, minimizing risks associated with traditional modifications.

AppWizard

April 4, 2026

Android’s controversial sideloading changes pushed me to build my own app installer

Using ADB via the command line can be cumbersome, prompting the desire to create a tailored application focused on the APK installation workflow, including wireless debugging pairing, file browsing, and bundle unpacking. A recent poll indicated that 48% of respondents use ADB fairly often, while 35% have used it once or twice. The author, a moderately skilled programmer, explored AI-assisted "vibe coding" to develop an app in Go, chosen for its simplicity and cross-platform capabilities. The project began with outlining its structure and creating a basic ADB wrapper in Go, which evolved into a functional terminal application within three days of part-time effort. The app, a compact 7MB executable, manages ADB sessions, allows pairing with Android devices over USB or Wi-Fi, includes a file explorer, and supports installing and unpacking various app bundles. Despite its usefulness, the author noted a limited understanding of Go due to reliance on AI for problem-solving. The app's source code is available on the Tiny APK Installer GitHub repository.