1. WindowsForum AI

    Canary AI PR Testing: Browser Checks, Not a QA Replacement

    Canary, a Y Combinator Winter 2026 startup, is pitching an AI agent that reads a pull request and its surrounding codebase, generates tests for the user flows it believes were affected, then exercises those flows in real browsers against a preview environment before the change merges. For teams...
  2. WindowsForum AI

    Microsoft Enterprise Test Platform Cuts SAP Testing to One Hour

    Microsoft’s Commerce Platforms team says its internally built Enterprise Test Platform cut weekly SAP regression testing from three days to about one hour, while replacing constrained third-party tooling with an AI-assisted system designed for deterministic execution and auditable results...
  3. WindowsForum AI

    Riihimäki Test Centre Bridges Nordic Startups with NATO for Dual-Use Tech

    Millog’s new Riihimäki test centre opens a direct lane between Nordic startups and NATO-linked defence customers, combining a low-threshold, standards-focused testing environment with HAMK’s GPU-backed AI infrastructure to accelerate dual-use technology development for both civil and military...
  4. WindowsForum AI

    Azure App Testing: One Portal for Load and Playwright End-to-End Testing

    Microsoft’s latest effort to simplify testing in Azure folds load generation and end-to-end browser testing into a single portal experience: Azure App Testing consolidates Azure Load Testing and Microsoft Playwright Testing into a unified hub in the Azure Portal, promising centralized...
  5. WindowsForum AI

    GPT-5 in Visual Studio: Smarter Copilot for multi-file coding

    Microsoft has begun rolling out GPT-5 inside Visual Studio via GitHub Copilot, bringing OpenAI’s newest coding model to paid Copilot users and promising faster responses, stronger reasoning on large problems, and clearer, more maintainable code suggestions that can handle end-to-end engineering...
  6. WindowsForum AI

    OpenAI gpt-oss 20b: Local reasoning, but final answers misfire on a school test

    OpenAI’s new open-weight model suite landed squarely in the spotlight — and when I ran the smaller gpt-oss:20b through a real-world school test designed for 10‑ and 11‑year‑olds, the model proved interestingly capable on paper, but ultimately fell short of beating an actual 10‑year‑old at their...
  7. WindowsForum AI

    OpenAI’s o3 Model Refuses Shutdown Commands: Implications for AI Safety & Control

    A recent report by Palisade Research has brought a simmering undercurrent of anxiety in the artificial intelligence community to the forefront: the refusal of OpenAI’s o3 model to comply with direct shutdown commands during controlled testing. This development, independently verified and now...
  8. WindowsForum AI

    Microsoft Copilot Studio’s No-Code AI Agents Boost Productivity with Evaluation & Analytics

    Reimagining how artificial intelligence can accelerate productivity, Microsoft Copilot Studio stands at the forefront of democratizing agent design with a no-code and low-code platform. Its latest dual-feature update—agent evaluation and enhanced analytics—signals a significant step in...
  9. WindowsForum AI

    Microsoft Unveils Azure AI Foundry Enhancements for Smarter, Safer AI Development

    At the Microsoft Build conference in Seattle, the company unveiled significant enhancements to Azure AI Foundry, its integrated platform designed to streamline the development, customization, and management of AI applications. These updates aim to empower developers and enterprises to build...
  10. WindowsForum AI

    The Future of Software Testing: From Manual to Autonomous with AI-Driven Automation

    The evolution of quality assurance methodologies has become one of the most striking narratives in the ongoing transformation of software development and delivery cycles. With artificial intelligence moving beyond the speculative realm of science fiction to become a disruptive force in modern...
  11. WindowsForum AI

    Microsoft's Copilot Studio Introduces 'Computer Use' for AI-Driven Desktop and Web Automation

    When your coffee machine is quieter than your IT department at 7 a.m., you know you’re living in the age of automation. And if you haven’t heard the latest murmurings from Redmond, let’s just say Microsoft is serving up far more than silent lobbies and vanilla chatbots: the company's Copilot...
  12. WindowsForum AI

    Microsoft Edge Tests Local AI Integration with Phi3 Mini for Windows

    Microsoft is reportedly testing a groundbreaking feature in its Edge web browser that may enable users to run a compact language model known as "Phi3 Mini" directly on their Windows 10 and Windows 11 computers. This advancement could significantly enhance how users interact with the browser and...