AI agents

AppWizard
September 24, 2026
In 2025, Sara Du identified challenges in integrating AI agents within communication platforms like Slack while assisting companies with MCP servers. She criticized the design of these platforms for treating AI agents as separate applications rather than team participants. Du proposed a solution to eliminate intermediaries between AI agents and teams, envisioning a system where agents could engage directly in conversations, understand decisions, ask questions, and autonomously notify humans when necessary. Du's startup, Ando, launched as a messaging platform that allows both human and AI workers to communicate seamlessly, featuring channels, direct messages, and live calls. Ando has raised a million in pre-seed and seed funding from firms like Accel and Index Ventures. Despite existing competition from platforms like Slack and Microsoft, Du sees potential for Ando to disrupt the market by focusing on AI agent integration. Currently, Ando works with clients in software, real estate, and finance across 15 countries, primarily small teams, and aims to expand its capabilities with the new funding.
AppWizard
September 24, 2026
In modern workplaces, the balance between innovation and security is crucial as employees seek access to advanced technology while IT departments protect sensitive data. Android is enhancing its tools for workers through Android Enterprise, with key advancements expected by 2026, including: 1. Advanced AI agents and controls: - Smarter workflows will introduce next-generation AI agents with enterprise-grade controls. - The evolution of Gemini will enable management of complex workflows using real-time context, eliminating manual app switching. - Built-in safeguards will ensure work profile isolation, preventing personal agents from accessing corporate data. - Administrators will have granular control to configure or disable AI automation through Android Enterprise. 2. Next-gen manageable XR devices: - New hardware like the XREAL Aura wired glasses will enhance workforce capabilities. - IT administrators will manage a range of XR devices alongside standard mobile fleets using Enterprise Mobility Management consoles. - Employees will benefit from hands-free productivity with integrated displays, audio, and AI assistance while connected to enterprise tools.
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 launched Android Bench 2.0, a benchmark for evaluating large language models (LLMs) and AI agents on complex Android development tasks. This version focuses on long-horizon tasks (LHTs) that are more intricate than those assessed by the original benchmark. Key tasks include upgrading dependencies, adding major new features, and building Android apps from scratch. The new grading system uses continuous scoring instead of a binary pass-or-fail method, providing a more detailed performance evaluation. Currently, GPT-6 Astra leads the leaderboard with a 28% pass rate, followed by Gemini 3.8 Flash at 8%. Other evaluated models include Claude Fable 5.1, GPT-5.6 Sol, and Claude Opus 5. Google plans to expand the leaderboard with more models and results.
Winsage
September 16, 2026
Microsoft will unveil its vision for the future of personal computing at an event in San Francisco on October 7 at 10 a.m. Pacific time, focusing on the role of on-device artificial intelligence in Windows and Surface hardware. Key figures including CEO Satya Nadella and NVIDIA CEO Jensen Huang will discuss innovations across Windows, NVIDIA RTX Spark, and the PC ecosystem. The RTX Spark platform, introduced earlier this year, features a system-on-a-chip with 128GB of memory, an NVIDIA GPU, and an Arm-based CPU for high-performance AI workloads. Microsoft has announced the Surface Laptop Ultra, built on the RTX Spark platform, but details on pricing and release dates are not yet available. The event will emphasize how local AI will shape the future of PCs, with a focus on hardware capable of running AI models directly on devices. Attendees can also expect enhancements to the Windows operating system, though a surprise announcement regarding Windows 12 is unlikely. The event will be streamed live, starting at 10 a.m. PT and 1 p.m. ET.
Winsage
September 16, 2026
At IFA, the Windows ecosystem showcased new PCs from various partners, including Acer, ASUS, Dell, Lenovo, MSI, AMD, and NVIDIA, highlighting their ability to meet diverse user needs. Acer introduced the sustainable Vero 16 laptop, while ASUS presented the ProArt P16 and P14 for creators. Dell unveiled the portable 14S laptop, and Lenovo expanded its Yoga portfolio with the Yoga Pro 9n for demanding tasks. MSI launched the Venture 15 AI+ B3M, balancing productivity and gaming. AMD announced support for Microsoft’s Project Zenith with its Ryzen AI Halo systems, and NVIDIA introduced tools for local AI on Windows. The event emphasized the collaboration among partners to deliver innovative technologies.
AppWizard
September 13, 2026
Tesla is enhancing its voice control system, evolving from basic commands to a conversational assistant named Grok. This system supports various tasks such as navigation, phone calls, media search, and vehicle commands. Recent updates to the Model Y owner's manual indicate that text messaging will be a forthcoming feature, allowing users to ask Grok to send text messages. Grok has expanded its reach from the U.S. to several other countries and is designed to manage vehicle operations while maintaining driver focus. Future developments may include Grok Bot integration and control over Full Self-Driving capabilities. The exact timeline for text messaging activation remains uncertain, but it is expected to be part of an upcoming over-the-air update.
AppWizard
September 10, 2026
Improbable, a UK tech company, has launched an AI messaging application called Bolter to improve business processes, following a significant investment from the company. Founded in 2012, Improbable has shifted focus from gaming to becoming a venture builder, introducing Bolter as its third product in 2023, after the blockchain solution Somnia and the AI tool Kallikor. Bolter enables non-technical users to automate tasks using plain text and features AI agents that collaborate on task planning and delegation. It routes requests to the most suitable AI model and emphasizes European sovereignty in developing messaging platforms to compete with US tech firms. Improbable's CEO, Herman Narula, acknowledges the competitive landscape but believes in the value of their mixed human and AI agent approach.
Winsage
September 5, 2026
David Fowler, an engineer with 18 years at Microsoft, claims that traditional software development methods are becoming obsolete, stating, “Typing code is absolutely over.” He has co-created technologies like SignalR and NuGet and currently leads Aspire, a toolchain for building distributed applications that emphasizes AI-driven development. CEO Satya Nadella noted that AI contributes to 20-30% of the code produced at Microsoft. While developers will still interact with code, manual typing is becoming less central, with a shift towards strategic software engineering tasks. Microsoft Research found that AI-generated suggestions in Visual Studio IntelliCode are often overlooked by developers. GitHub Copilot has evolved to autonomously perform tasks, including building Windows development environments as of February 2026. Linus Torvalds supports AI in Linux development, viewing it as a useful tool. A report from Veracode indicated that about 44% of AI-generated code contains known vulnerabilities, highlighting the need for oversight. Microsoft’s MDASH system uses AI for enhanced vulnerability assessments. Microsoft emphasizes native Windows development through the open-source WinUI 3 framework and provides resources for beginners using Copilot. Project Zenith aims to optimize Windows 11 for developers, supporting local AI-powered development. Fowler's statement signifies a transformation in developers' roles, focusing on strategic aspects rather than typing code, while the need for skilled software engineers remains essential.
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