Azure AI Foundry: Accelerate AI Builds

Key insights

• Azure AI Foundry: A cloud-first platform that helps teams build, deploy, and manage AI apps faster and at scale.
  It combines models, agents, SDKs, and secure infrastructure to accelerate real-world AI projects.
• GPT-5 series and GPT-image-1: New GPT-5 variants (gpt-5, gpt-5-mini, gpt-5-nano, gpt-5-chat) improve reasoning and conversation while offering lightweight options for production.
  GPT-image-1 keeps style and key features during image edits and supports partial streaming for quick previews.
• Deep Research Agent: A public-preview agent that automates multi-step web research by combining specialized models with Bing search.
  It delivers more authoritative, contextual results for complex tasks and real-world workflows.
• Model Context Protocol (MCP): An open JSON-RPC standard that lets agents discover and call backend tools and resources automatically.
  MCP reduces custom integration work and makes it easier to connect agents to enterprise systems.
• SDKs and AgentOps: Updated SDKs for Python, .NET, Java, and JavaScript/TypeScript improve development, testing, and fine-tuning workflows.
  AgentOps adds tracing, observability, and compliance features to monitor agent behavior and performance.
• Security and platform upgrades: The AI Red Teaming Agent preview supports cloud-based security and compliance testing of agents.
  Platform improvements include Terraform deployment guides, simpler resource management, and larger file uploads (up to 300GB) for scalable projects.

Keywords

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