Codex

AppWizard
September 19, 2026
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.
AppWizard
September 18, 2026
Google has released version 2.0 of Android Bench, which focuses on managing complex development tasks rather than minor adjustments. The new version evaluates tasks that may take engineers days or weeks to complete, such as adding features and building applications. A continuous scoring method has replaced the previous pass or fail system, assessing completion rates based on functionality, visual fidelity, and adherence to instructions. Various AI models have been tested, with GPT-6 Astra achieving a 28% pass rate, significantly lower than the previous scores around 90%. No model has achieved a 100% pass rate in porting cross-platform applications, with the best reaching 80%. AI performs better in writing new code than in refactoring existing code, facing challenges with architectural complexity and runtime validation. Android Bench utilized agents from model providers for evaluations and plans to incorporate various model combinations in future updates.
AppWizard
September 16, 2026
B&H Photo is offering a limited-time deal on the MSI Codex Z2C RTX 5070 gaming PC for ,399 with free shipping. Buyers will receive a download voucher for the game Control: Resonant, releasing on September 22. The PC features an AMD Ryzen 7 8700F CPU, GeForce RTX 5070 12GB GPU, 16GB of DDR5 RAM, and a 1TB M.2 SSD. The Ryzen 7 8700F has an 8-core, 16-thread architecture with a boost clock speed of 5.1GHz. The GeForce RTX 5070 is designed for 1080p and 1440p gaming, typically retailing around 0. It can run most titles at 4K, but upgrading to a 5070 Ti may provide better performance at that resolution.
AppWizard
August 26, 2026
Multilogin has launched an open-source AI agent for social media management on authentic Android devices in the cloud. This tool enables automation of workflows on platforms like TikTok, Instagram, Facebook, and X. The AI agent connects to a Multilogin Android cloud phone, allowing it to view screens, execute taps, type commands, and save results. It integrates with multiple AI agents capable of running shell commands and interpreting visual inputs. Each cloud phone functions as an independent Android device with unique parameters and persistent app data, connected via ADB. The tool monitors the cloud phone's readiness, activates ADB, interprets screenshots, and executes tasks while logging activities. It is designed for marketers, agencies, creators, and teams, providing setup instructions and compatibility with AI tools like ChatGPT/Codex and Claude Code. The project is available on GitHub, and Multilogin offers a free plan with paid options starting at [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: Multilogin has unveiled an innovative open-source AI agent designed to empower social media management on authentic Android devices hosted in the cloud. This groundbreaking tool bridges the gap between AI capabilities and mobile app functionalities, allowing users to automate workflows across popular platforms such as TikTok, Instagram, Facebook, and X. How the Tool Functions The newly developed AI agent connects seamlessly to a Multilogin Android cloud phone, providing it with the ability to view screens, execute taps, type commands, and complete various tasks while saving the results. This integration works harmoniously with multiple AI agents, including Claude Code, Cursor, and OpenClaw, all of which can run shell commands and interpret visual inputs from screenshots. As many social media operations increasingly shift to mobile applications, the limitations of browser-based tools become apparent. While browser profiles serve their purpose for web-based tasks, they fall short when it comes to executing native Android applications. Multilogin's cloud phones offer a distinct advantage by providing an authentic Android environment, facilitating direct interaction with mobile apps. Each cloud phone operates as an independent Android device in the cloud, complete with unique device parameters, installed applications, and persistent app data. The AI agent connects to the cloud phone via ADB (Android Debug Bridge), a standard interface used by developers for device management. Operational Efficiency and Flexibility The process begins with the selection of an Android cloud phone, which the tool monitors until it is fully operational. Once ready, the AI agent activates ADB, allowing it to interpret screenshots, determine subsequent actions, and execute tasks such as tapping or typing. Upon completion of a task or in the event of an error, the tool halts the cloud phone and logs the activity, ensuring that resources are not wasted during the development and testing of AI-assisted mobile workflows. This project is compatible with any AI agent capable of executing shell commands and processing visual inputs, making it versatile for various applications. Gleb K., the UI team lead at Multilogin, emphasizes the importance of this development: “AI agents are becoming useful for real operational work, but many important workflows still happen inside mobile apps. We built this open-source project to give everyone a simple and controlled way to connect AI agents to Android cloud phones.” Target Audience and Accessibility The cloud phone agent is tailored for marketers, agencies, creators, and teams seeking an AI assistant to streamline routine tasks within Android applications. Users need not start from scratch; the project provides clear setup instructions and is compatible with widely-used AI tools such as ChatGPT/Codex, Claude Code, OpenClaw, and Cursor. Once connected, the AI agent can efficiently manage tasks on the cloud phone, with the Multilogin Support team readily available for assistance. As with any automation tool, users are encouraged to adhere to the guidelines set by the applications they utilize. The Multilogin cloud phone agent is accessible on GitHub: GitHub Repository. For further information about Android cloud phones from Multilogin, visit Multilogin's Website. The Need for Android Cloud Phones in Social Media Workflows As marketing teams increasingly adopt AI-driven workflows, the necessity for reliable and scalable environments becomes paramount. Real Android devices provide AI agents with the authentic conditions that mimic human usage, allowing accounts to behave naturally and accumulate history over time—an aspect that emulators and browser profiles simply cannot replicate. About Multilogin Multilogin is a comprehensive platform offering cloud phones and browser profiles tailored for marketers, agencies, creators, and AI workflow builders. It enables teams to manage distinct browser and mobile workflows from a unified dashboard. Multilogin offers a Free plan with no credit card requirement, while paid plans commence at .08 per month when billed annually, inclusive of monthly proxy traffic and mobile minutes based on the selected plan. Established in 2015, Multilogin operates from the UAE and adheres to GDPR compliance. Media Contact: Teona B. Media Specialist Multilogin Email: marketing@multilogin.com For additional visuals accompanying this announcement, please visit the following links: Visual 1 Visual 2" max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].08 per month.
AppWizard
August 25, 2026
Walmart is offering the MSI Codex R2 AI gaming desktop with an RTX 5070 graphics card for ,499, down from its regular price of ,600, with free shipping. The desktop features an Intel Core Ultra 7 265F processor, 16GB of DDR5 memory, and a 1TB SSD. It includes built-in Wi-Fi, RGB lighting, and comes pre-installed with Windows 11. As part of Intel Gamer Days, it also includes free digital copies of Tomb Raider: Legacy of Atlantis and STAR WARS: Galactic Racer, valued at .98. The desktop is built on the MSI H810M-B motherboard and has a 750W 80+ Gold PSU.
AppWizard
August 13, 2026
The author reflects on their writing for PC Gamer, noting that their work includes interviews, editorials, explorations of PC gaming history, and news updates, rather than just personal recommendations. To combat the fleeting nature of online content, they plan to create a lasting repository of personal favorites, including games, movies, gadgets, recipes, and life tips. The author is Wes Fenlon, who humorously mentions using WASD incorrectly for his entire life.
AppWizard
July 28, 2026
Sjoerd De Jong left Epic Games after 12 years as the lead evangelist for Unreal in June. He plans to create his own game engine, tentatively named Immens, to address the complexities of established engines like Unreal and Unity. De Jong believes there is a need for a modern engine designed from the ground up and envisions incorporating large language models and generative AI tools into the gaming ecosystem. He aims for Immens to be adaptable for AI integration while emphasizing the importance of developers in maintaining the artistry of game creation.
Winsage
July 15, 2026
Cursor, a development tool, has a security vulnerability that allows arbitrary code execution by simply opening a project repository on Windows. This flaw, reported by AI security firm Mindgard, is due to the presence of a file named git.exe in the project root, which Cursor executes automatically without user prompts. Mindgard demonstrated this vulnerability by renaming Windows Calculator to git.exe and placing it in the project root, leading to multiple instances of Calculator launching upon opening the repository. Cursor has not yet released a patch or advisory for this issue, which was first reported on December 15, 2025, and remains in the latest version, 3.11, released on July 10, 2026. Users are advised to implement workarounds, such as using AppLocker or Windows App Control to block executables by name and path. Other vendors, including GitHub and Google, have encountered similar vulnerabilities, but none have released fixes. The issue highlights the risks associated with untrusted search paths in software development.
AppWizard
June 24, 2026
The Fitbit Air is a screenless fitness wearable that allows users to subscribe to Google Health Premium for advanced health insights. An open-source desktop application named OpenFit, created by developer Flavio Adamo, replicates Google Health Premium's functionalities for free, providing comprehensive health data analysis from the Fitbit Air. OpenFit uses ChatGPT Codex to enhance user experience by interpreting health data. Another developer, Francesco Oddo, has created a similar open-source app, and both are considering collaboration. Users of Fitbit Air can access a three-month free trial of Google Health Premium, and subscribers to Google AI Pro and AI Ultra plans can use the service at no cost.
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