Microsoft Foundry

Microsoft Foundry is Microsoft's AI model development and deployment platform for developers and enterprises, integrating capabilities such as model hosting, fine-tuning, evaluation, and agent building.

The three major cloud vendors (Google Cloud, AWS Bedrock, and Azure AI) adopt highly consistent strategies to position themselves as app stores for AI models.

Foundry的追踪系统基于OpenTelemetry标准构建

SQL Database in Fabric's underlying engine is consistent with SQL Server and Azure SQL, so developers can continue using familiar tools such as VS Code and SSMS.

Claude Opus 5.5's ecosystem includes Claude Code, Agent SDK, Managed Agents, and it can be called on Bedrock, Google Cloud, and Microsoft Foundry.

The Monitor tool covers three deployment environments—Bedrock, Vertex and Foundry—and remains available when telemetry or non-essential traffic is disabled.

Microsoft Agent Framework Tracing is responsible for showing how a request flows through the system (including routing, handoffs, and tool calls), Microsoft Foundry provides observability for production AI workloads, and the whole solution is based on OpenTelemetry, so traces can flow directly into the team's existing observability stack.

The framework is deeply tied to LangSmith, Microsoft Agent Framework, Microsoft Foundry, and other Azure or partner ecosystem components, so teams not using the Azure technology stack cannot directly copy the specific toolchain.

Opus 5.5 Fast Mode supports Claude in Microsoft Foundry deployed on Azure, but does not support Anthropic-hosted deployments.

Maia 200 is already carrying production workloads including Microsoft Copilot, with GitHub Copilot and Microsoft Foundry to follow by the end of the year.

Claude Opus 5.5's ecosystem includes Claude Code, Agent SDK, Managed Agents, and it can be used on Amazon Bedrock, Google Cloud, and Microsoft Foundry, supporting long tasks running up to 18 hours.

Claude Opus 5.5's ecosystem includes Claude Code, Agent SDK, Managed Agents, availability on Bedrock/Google Cloud/Microsoft Foundry, plus a year's accumulation of third-party integrations.

Line 7 of the azure.yaml configuration file sets the host to azure.ai.agent, pointing to deployment on the Foundry agent service.

Backer Concierge is an agent built by a developer using GitHub Copilot CLI together with Microsoft Foundry and Azure skills, and it can remember conversation context and refuses to fabricate information.

The Tailspin Toys website is fully prerendered with no backend server, so the browser cannot call the agent directly and should not hold Foundry credentials; the developer had Copilot build a small Azure Functions proxy to connect securely.

Azure AI Language can serve as an MCP Server, invoked through the Tool mechanism of Microsoft Foundry Agent, providing NLP capabilities such as language detection, entity extraction, and PII identification.

Using the Azure AI Language + Foundry Agent solution requires assigning the Foundry User role to both the Language resource and the Foundry resource, otherwise the button will be locked when creating an Agent in the Foundry portal.

Decision-1 was publicly announced by Achint Srivastava, Corporate Vice President of Software Engineering at Microsoft's Office of the CTO, and is available in public preview through Microsoft Foundry and OpenRouter.

Foundry's Traces provides an Annotations feature that allows users to write personal feedback on a specific span and view annotation history.

Microsoft Foundry provides a Traces feature for capturing the complete journey of a request or workflow through an application.