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Google’s Android Bench 2.0 tests AI agents on week-long app builds
AppWizard
September 19, 2026

Google’s Android Bench 2.0 tests AI agents on week-long app builds

Google has launched Android Bench 2.0, an upgraded benchmark for evaluating AI coding agents, which now includes 30 long-horizon tasks that can take human engineers days or weeks to complete. The best pass rate for these tasks is around 28%, down from approximately 91% in the previous version. The benchmark measures both pass rates and completion rates, acknowledging partial progress rather than just failures. It assesses various challenges, including app creation and feature integration, using a comprehensive scoring methodology that evaluates functionality, regression checks, and visual fidelity. AI models perform better with new code than with modifications to existing systems, facing challenges in runtime validation and cross-platform conversions. The current leaderboard shows OpenAI’s GPT-6 Astra leading with a 28% pass rate, while Gemini 3.8 Flash has an 8% pass rate. Developers using AI agents should be aware that while AI can generate significant portions of applications, further refinements will require human input. The benchmark is available on Google’s Android Bench leaderboard.
Gemini Canvas helped Paris Hilton turn an idea into an app, and she didn't write a line of code
AppWizard
June 10, 2026

Gemini Canvas helped Paris Hilton turn an idea into an app, and she didn’t write a line of code

Paris Hilton has created a custom productivity app named Iconic Ideas using Google’s Gemini Canvas, a platform that enables app creation without traditional coding skills. The app is designed to help manage thoughts associated with her ADHD and features a playful aesthetic with pink hues and sparkly elements. Users can earn "sparkle points" for completing tasks and can generate visual mood boards for various projects. This project highlights the decreasing barriers to app development, emphasizing that effective communication of ideas is becoming more important than coding skills in the creation of personalized applications.
5 things I learned after vibe coding my first app
AppWizard
June 4, 2026

5 things I learned after vibe coding my first app

Megan Ellis explored vibe coding, a method that simplifies app development for both experienced and novice developers, allowing users to create functional applications in minutes. She began her journey through a Google AI course that introduced her to Google AI Studio, where she found the learning curve to be gentle, completing a simple spreadsheet analyzer app in 30 minutes. Most vibe coding tools focus on web app development, but recent updates have made Android app creation more accessible. Although no coding experience is necessary to engage in vibe coding, there are significant security risks associated with the apps created, leading Ellis to refrain from publishing her work. She found troubleshooting to be easier than expected, thanks to AI tools that helped resolve issues quickly. Additionally, she can keep her apps private using AI Studio's share link feature, allowing her to use them without public exposure.
Microsoft drives developers toward native Windows apps at Build 2026
Winsage
June 4, 2026

Microsoft drives developers toward native Windows apps at Build 2026

Microsoft is focusing on increasing native applications and components in Windows 11 to improve performance and user experiences. At the Build 2026 conference, Microsoft encouraged third-party developers to create native applications through a series of sessions and provided tools and resources for this purpose. The Windows K2 initiative aims to transform key elements like the Start menu into native components. A session titled "Use agents to build WinUI 3 apps" discussed strategies for developing native applications, including the use of AI tools like the WinUI agent plugin for GitHub Copilot. Microsoft also introduced WinUI 3 templates to streamline native app creation and emphasized the modernization of applications beyond just code rewriting. The Surface Laptop Ultra, announced at Computex, is designed for AI workloads, featuring up to 128GB of RAM and built on the NVIDIA RTX Spark platform, which includes a 20-core Arm N1x CPU and an RTX GPU with up to 6,144 cores, delivering 1 petaflop of AI computing power. This device aims to attract developers to Microsoft's ecosystem.
I'm trying to cut down my subscriptions, but I still gladly pay for these apps
AppWizard
May 31, 2026

I’m trying to cut down my subscriptions, but I still gladly pay for these apps

Many individuals are reevaluating their subscription services to streamline monthly expenses, leading to a refined selection of three essential applications: 1. Claude: An AI chatbot with a monthly subscription that assists with brainstorming, fitness tracking, and culinary tasks. It features a Projects function for organizing conversations and storing data but lacks image and video generation capabilities. 2. Obsidian: A note-taking app that prioritizes user privacy with offline storage and end-to-end encryption. It is versatile for both long-form writing and quick note-taking, with a monthly subscription for the Sync feature. 3. Proton Unlimited: A suite of applications including Proton Drive, Proton Mail, Proton Authenticator, Proton VPN, and Proton Pass, all under a single subscription. It emphasizes privacy and security, although Proton Drive may be slower than competitors. The total monthly expenditure for these three applications is noted, emphasizing the value derived from each tool.
These are the 5 popular apps I switched to this year
AppWizard
May 28, 2026

These are the 5 popular apps I switched to this year

Many users are reevaluating their daily applications in favor of alternatives that prioritize user experience and data security. Proton Unlimited is a suite of tools that replaces several Google services, including Proton Mail as a private alternative to Gmail, Proton Drive as a substitute for Google Drive, Photos, and Docs, and includes Proton Calendar, VPN, Authenticator, and Pass, all designed with privacy in mind. Brave is a browser that prioritizes user privacy and maintains a similar interface to Chrome, supporting Chrome extensions and requiring no additional configuration for privacy settings, although it occasionally misidentifies non-ad content as ads. Claude is a chatbot that emphasizes data security and offers features like Artifacts for app creation, while organizing conversations for better usability, though it lacks some functionalities found in competitors like Gemini. Inoreader is an RSS reader that allows users to curate their news feeds according to personal preferences, offering a free version with limitations that do not significantly impede the user experience. Obsidian is a note-taking application that emphasizes offline capabilities and user privacy, providing a flexible alternative to Notion and Evernote, with a clean interface and basic functionalities accessible for beginners.
I can’t believe how fast Google vibe coded my first Android app
AppWizard
May 21, 2026

I can’t believe how fast Google vibe coded my first Android app

Google AI Studio allows users to create functional Android applications quickly by typing prompts into a web interface. A user reported creating an app in ten minutes with just 148 words typed. The initial excitement was tempered by the quality of the applications, which included a calorie counter and two games, and limitations such as a daily usage cap. During a demonstration, Google showcased its AI coding capabilities, allowing users to develop games like MOOD, which featured procedural level generation and turn-based combat. The AI, named Gemini, generated design mockups and addressed bugs when reported. However, the applications often required refinement and had issues such as simplistic narratives and gameplay mechanics. Despite these flaws, the rapid development process and responsiveness of the AI indicated its potential for improving software development accessibility.
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