Coding

AppWizard
March 6, 2026
Google has introduced Android Bench, a tool for assessing AI model performance in Android app development. The top performer is Gemini 3.1 Pro, scoring 72.2%, followed by Claude Opus 4.6 at 66.6% and GPT 5.2 Codex at 62.5%. The benchmark evaluates models through real-world Android coding challenges with task completion rates between 16% and 72%. Google aims to facilitate the creation of Android applications from user prompts and has made the benchmark's methodology and tools available on GitHub.
AppWizard
March 6, 2026
Google is testing various AI models for Android app development through a new platform called “Android Bench,” which evaluates the performance of leading AI language models (LLMs) against benchmarks specific to Android development. The benchmarks assess capabilities in areas such as Jetpack Compose, asynchronous programming, data persistence, dependency injection, navigation migrations, Gradle/build configurations, and interaction with Android components. Google has identified Gemini 3.1 Pro Preview as the top-performing model with a score of 72.4%, followed by Claude Opus 4.6 at 66.6% and OpenAI’s GPT 5.2 Codex at 62.5%. Gemini 2.5 Flash scored the lowest at 16.1%.
Winsage
March 4, 2026
OpenAI has launched its Codex agentic coding application for Windows, expanding its reach beyond the Mac platform. The Mac version received over 1 million downloads in its first week and currently has 1.6 million weekly active users, with over 500,000 developers awaiting the Windows version. The Windows version is designed for real-world usage, featuring native sandboxing capabilities and OS-level controls for secure operation. It includes a WinUI skill for Windows application development and mirrors the Mac version in functionality while introducing Windows-specific features. Codex emphasizes managing the agent over just coding, providing a unique interface described as a "command center for agents." It operates on OpenAI’s latest coding model, GPT-5.3-Codex, with options to switch to earlier versions and adjust reasoning levels. Codex for Windows is available to users across various tiers, including ChatGPT Free, Go, Plus, Pro, Business, Enterprise, and Edu.
AppWizard
March 4, 2026
Google has released Android Studio Panda 2, featuring an AI agent that generates applications and an AI-enhanced version upgrade assistant. This version is based on JetBrains IntelliJ IDEA's community edition. The AI capabilities are powered by Gemini, Google's large language models, with a free tier offering a lightweight version of Gemini 2.5 Pro. Developers can create prototypes with a single prompt, and the AI agent automates project planning, code generation, error analysis, and self-correction. Users must sign into Gemini and enable AI integration, with data collection practices in place. A demonstration showed the AI generating a bridge deal analyzer, which functioned but had inaccuracies in the generated code. Android Studio also experienced performance issues and deprecated certain features, including the Custom View preview and 3D mode in the layout inspector.
AppWizard
February 28, 2026
Generative AI is increasingly integrated into video game development, with applications ranging from art assets to gameplay mechanics. A poll of approximately 1,000 respondents revealed that over 40% prefer traditional game development with no AI involvement. More than half of participants are open to generative AI to varying degrees: 20% oppose its inclusion in final products but accept its use as a productivity tool, while 21% approve of some AI involvement if disclosed. Additionally, 14% would engage with heavily AI-utilized games if enjoyable. Concerns about AI-generated code have been raised by developers, particularly regarding its quality. Despite skepticism, there is agreement on the benefits of AI-accelerated rendering techniques for performance improvements.
AppWizard
February 26, 2026
Google has introduced early-stage developer capabilities for Android aimed at connecting applications with intelligent agents and personalized assistants, specifically Google Gemini, while prioritizing privacy and security. A key feature of this initiative is AppFunctions, introduced with Android 16, which allows applications to expose specific capabilities for access by agent apps, enabling seamless task execution on devices. Developers can define app functionalities for AI assistants, facilitating various use cases such as task management, media creation, cross-app workflows, and calendar scheduling. A practical example includes the Samsung Gallery app, where users can request specific photos through Gemini, which triggers the appropriate function to retrieve them. Additionally, Google is advancing a UI automation framework for AI agents, allowing for the execution of generic tasks across applications with minimal coding. Future expansions of these capabilities are planned for Android 17, with ongoing collaboration with select app developers to enhance user experiences.
Winsage
February 23, 2026
Microsoft is offering a promotional rate for Windows 11 Pro at .97, down from a previous price of 9, resulting in savings of 6.03. This offer is limited-time. Windows 11 Pro includes advanced security features like TPM 2.0, UEFI, BitLocker, and Smart App Control. It also provides a revamped user interface with a new desktop layout, redesigned Start menu, snap tools, virtual desktops, built-in Teams, and Widgets. Additionally, it features an AI assistant called Copilot for various tasks.
Winsage
February 20, 2026
Microsoft has bifurcated its Canary testing channel for Windows 11 into two paths to prepare for significant updates, particularly the 27H2 update. One path will unify Arm PCs with AMD and Intel devices, while Arm PCs will receive a platform update codenamed 'Bromine' with Windows 11 version 26H1, due to the introduction of Snapdragon X2 silicon. Non-Arm PCs will receive a separate 26H2 update, referred to as 'Germanium', without the need for modifications. Canary testers on the newer build series will focus on foundational changes for the 27H2 update, while earlier build series testers will explore new functionalities. Microsoft aims to enhance existing features, address bugs, and improve responsiveness while also strengthening its quality assurance processes to reduce public glitches.
AppWizard
February 19, 2026
Google has reported significant improvements in app security for Android in 2025, preventing over 1.75 million policy-violating apps from entering the Play Store and removing more than 80,000 developer accounts attempting to distribute malware. The integration of AI models into the app review process has enhanced the speed and accuracy of identifying malicious patterns. Additionally, Google blocked over 255,000 apps from requesting unnecessary sensitive data and eliminated 160 million spam ratings and reviews. Google Play Protect now evaluates over 350 billion apps daily, identifying 27 million new malicious apps outside the Play Store and blocking 266 million risky installation attempts across 185 markets. A new measure has been implemented to prevent users from disabling Play Protect during phone calls to combat social engineering tactics. Future plans include democratizing developer verification and simplifying protection against "tapjacking" attacks in Android 16.
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