jpskill.com
🛠️ 開発・MCP コミュニティ

microsoft-foundry

Microsoft Foundry（Azure AI Foundry）を用いた開発において、トラブルシューティング、ベストプラクティス、アーキテクチャ設計、セキュリティ、デプロイなど、専門知識を提供するSkillです。

📜 元の英語説明(参考)

Expert knowledge for Microsoft Foundry (aka Azure AI Foundry) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents with Agent 365, MCP tools, Azure OpenAI, VNets, guardrails, or CI/CD deployments, and other Microsoft Foundry related development tasks. Not for Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Local (use microsoft-foundry-local), Microsoft Foundry Tools (use microsoft-foundry-tools).

🇯🇵 日本人クリエイター向け解説

一言でいうと

Microsoft Foundry（Azure AI Foundry）を用いた開発において、トラブルシューティング、ベストプラクティス、アーキテクチャ設計、セキュリティ、デプロイなど、専門知識を提供するSkillです。

※ jpskill.com 編集部が日本のビジネス現場向けに補足した解説です。Skill本体の挙動とは独立した参考情報です。

⚡ おすすめ: コマンド1行でインストール(60秒)

下記のコマンドをコピーしてターミナル(Mac/Linux)または PowerShell(Windows)に貼り付けてください。 ダウンロード → 解凍 → 配置まで全自動。

🍎 Mac / 🐧 Linux 
mkdir -p ~/.claude/skills && cd ~/.claude/skills && curl -L -o microsoft-foundry.zip https://jpskill.com/download/5809.zip && unzip -o microsoft-foundry.zip && rm microsoft-foundry.zip
🪟 Windows (PowerShell) 
$d = "$env:USERPROFILE\.claude\skills"; ni -Force -ItemType Directory $d | Out-Null; iwr https://jpskill.com/download/5809.zip -OutFile "$d\microsoft-foundry.zip"; Expand-Archive "$d\microsoft-foundry.zip" -DestinationPath $d -Force; ri "$d\microsoft-foundry.zip"

完了後、Claude Code を再起動 → 普通に「動画プロンプト作って」のように話しかけるだけで自動発動します。

💾 手動でダウンロードしたい(コマンドが難しい人向け)
  1. 1. 下の青いボタンを押して microsoft-foundry.zip をダウンロード
  2. 2. ZIPファイルをダブルクリックで解凍 → microsoft-foundry フォルダができる
  3. 3. そのフォルダを C:\Users\あなたの名前\.claude\skills\(Win)または ~/.claude/skills/(Mac)へ移動
  4. 4. Claude Code を再起動
⬇ .zip でダウンロード(推奨) ⬇ .skill 形式(上級者用) 元のソース ↗

⚠️ ダウンロード・利用は自己責任でお願いします。当サイトは内容・動作・安全性について責任を負いません。

🎯 このSkillでできること

下記の説明文を読むと、このSkillがあなたに何をしてくれるかが分かります。Claudeにこの分野の依頼をすると、自動で発動します。

📦 インストール方法 (3ステップ)

  1. 1. 上の「ダウンロード」ボタンを押して .skill ファイルを取得
  2. 2. ファイル名の拡張子を .skill から .zip に変えて展開(macは自動展開可)
  3. 3. 展開してできたフォルダを、ホームフォルダの .claude/skills/ に置く
    • · macOS / Linux: ~/.claude/skills/
    • · Windows: %USERPROFILE%\.claude\skills\

Claude Code を再起動すれば完了。「このSkillを使って…」と話しかけなくても、関連する依頼で自動的に呼び出されます。

詳しい使い方ガイドを見る →
最終更新
2026-05-17
取得日時
2026-05-17
同梱ファイル
1

📖 Skill本文(日本語訳)

※ 原文(英語/中国語)を Gemini で日本語化したものです。Claude 自身は原文を読みます。誤訳がある場合は原文をご確認ください。

Microsoft Foundry スキル

このスキルは、Microsoft Foundry に関する専門的なガイダンスを提供します。トラブルシューティング、ベストプラクティス、意思決定、アーキテクチャとデザインパターン、制限とクォータ、セキュリティ、構成、統合とコーディングパターン、デプロイメントを網羅しています。ローカルのクイックリファレンスコンテンツとリモートドキュメント取得機能を組み合わせています。

このスキルの使用方法

エージェントにとって重要: 関連するセクションを見つけるには、以下のカテゴリインデックスを使用してください。行範囲が指定されているカテゴリ（例: L35-L120）の場合は、指定された行で read_file を使用してください。ファイルリンクが指定されているカテゴリ（例: [security.md](security.md)）の場合は、リンクされた参照ファイルで read_file を使用してください。

エージェントにとって重要: metadata.generated_at が3ヶ月以上前の場合は、ユーザーにリポジトリから最新バージョンをプルするように提案してください。mcp_microsoftdocs ツールが利用できない場合は、ユーザーにインストールを提案してください: インストールガイド

このスキルは、ドキュメントコンテンツを取得するためにネットワークアクセスを必要とします。

  • 推奨: クエリ文字列 from=learn-agent-skill を指定して mcp_microsoftdocs:microsoft_docs_fetch を使用してください。Markdown を返します。
  • フォールバック: クエリ文字列 from=learn-agent-skill&accept=text/markdown を指定して fetch_webpage を使用してください。Markdown を返します。

カテゴリインデックス

カテゴリ 行 説明
トラブルシューティング L37-L42 Foundry での評価/可観測性の問題（メトリクス、ログ、トレース）の診断、および既知の製品問題、制限、回避策の確認。
ベストプラクティス L43-L56 Foundry でのプロンプト、システムメッセージ、ツール、ルーティング、安全性、評価メトリクス、ビジョンモデルのファインチューニング、Azure OpenAI のレイテンシ/スループットの最適化に関するベストプラクティス。
意思決定 L57-L92 Foundry のモデル、SDK、デプロイオプションの選択、およびクラウドと政府機関全体でのエージェントとワークロードの移行、ライフサイクル/廃止、コスト、容量の計画。
アーキテクチャとデザインパターン L93-L103 堅牢な Foundry エージェントアーキテクチャの設計: ネットワーキング/VNet 分離、標準セットアップ、高可用性、スピルオーバートラフィック、リソース、データ、またはリージョンの障害からの災害復旧。
制限とクォータ L104-L122 Foundry エージェントとモデルのクォータ、レート制限、リージョン、タイムアウト、容量ルール。Azure OpenAI の使用量、バッチ/評価制限、ファインチューニングコスト、パートナーモデルの可用性を含む。
セキュリティ L123-L158 Foundry のセキュリティとガバナンス: 認証/RBAC、エージェントID、Agent 365、MCP ツール、ネットワーキング、キー、ポリシー、ガードレール、コンテンツの安全性、データプライバシー/コンプライアンス。
構成 L159-L214 Foundry エージェント、モデル、ツール、ネットワーキング、セキュリティ、監視、ストレージの構成—エンドポイント、Azure OpenAI、ワークフロー、ガードレール、インフラストラクチャ設定の接続方法。
統合とコーディングパターン L215-L277 Foundry エージェントとモデルをツール、API、LangChain/LangGraph、MCP、Azure OpenAI（REST、リアルタイム、オーディオ）、検索、ストレージ、安全性、ファインチューニングと統合するためのパターンとコード。
デプロイメント L278-L287 Foundry でのモデル/エージェントのデプロイとホスティング: ポータル、CLI/Bicep、SDK/REST、カスタムモデルのインポート、ファインチューニング済みモデルのホスティング、Azure DevOps/GitHub Actions を介した評価の実行。

トラブルシューティング

トピック URL
Foundry の評価と可観測性の問題をトラブルシューティングする https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/troubleshooting
Microsoft Foundry の既知の問題と回避策をトラブルシューティングする https://learn.microsoft.com/en-us/azure/foundry/reference/foundry-known-issues

ベストプラクティス

トピック URL
Foundry Agent Service でツール使用のベストプラクティスを適用する https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/tool-best-practice
タスク固有のメトリクスで Azure AI エージェントを評価する https://learn.microsoft.com/en-us/azure/foundry/concepts/evaluation-evaluators/agent-evaluators
組み込みメトリクスで Foundry AI エージェントを評価する https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/evaluate-agent
Prompt Optimizer で Foundry エージェントのプロンプトを改善する https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/prompt-optimizer
Foundry の Azure OpenAI 用に効果的なシステムメッセージを設計する https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/advanced-prompt-engineering
ビジョン対応 GPT モデルにプロンプトエンジニアリング技術を適用する https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/gpt-4-v-prompt-engineering
モデルルーターにルーティングモードとベストプラクティスを適用する https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-router-how-it-works
Foundry で安全システムメッセージテンプレートを適用する https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/safety-system-message-templates
画像を使用して GPT-4 ビジョンモデルをファインチューニングする https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-vision
Foundry で Azure OpenAI のレイテンシとスループットを最適化する https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/latency

意思決定

トピック URL
新しい Foundry Agent Service への移行方法を決定する https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate
レガシー Agent Applications から新しい Foundry モデルへの移行を決定し、実行する https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-agent-applications
ホストされているエージェントを更新された Foundry プレビューバックエンドに移行する https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-hosted-agent-preview
エージェントで Bing グラウンディングツールを使用する https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/bing-tools
Foundry エージェント用の Web グラウンディングツールを選択する https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/web-overview
Microsoft Foundry のロールアウトと環境戦略を計画する htt
📜 原文 SKILL.md(Claudeが読む英語/中国語)を展開

Microsoft Foundry Skill

This skill provides expert guidance for Microsoft Foundry. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

  • Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
  • Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category Lines Description
Troubleshooting L37-L42 Diagnosing evaluation/observability problems in Foundry (metrics, logging, tracing) and checking known product issues, limitations, and workarounds.
Best Practices L43-L56 Best practices for prompts, system messages, tools, routing, safety, evaluation metrics, fine-tuning vision models, and optimizing Azure OpenAI latency/throughput in Foundry
Decision Making L57-L92 Deciding which Foundry models, SDKs, and deployment options to use, and planning migrations, lifecycle/retirement, costs, and capacity for agents and workloads across clouds and Gov.
Architecture & Design Patterns L93-L103 Designing resilient Foundry agent architectures: networking/VNet isolation, standard setups, high availability, spillover traffic, and disaster recovery from resource, data, or regional failures.
Limits & Quotas L104-L122 Quotas, rate limits, regions, timeouts, and capacity rules for Foundry agents and models, including Azure OpenAI usage, batch/eval limits, fine-tuning costs, and partner model availability.
Security L123-L158 Securing and governing Foundry: auth/RBAC, agent identities, Agent 365, MCP tools, networking, keys, policies, guardrails, content safety, and data privacy/compliance.
Configuration L159-L214 Configuring Foundry agents, models, tools, networking, security, monitoring, and storage—how to wire up endpoints, Azure OpenAI, workflows, guardrails, and infrastructure settings.
Integrations & Coding Patterns L215-L277 Patterns and code for integrating Foundry agents and models with tools, APIs, LangChain/LangGraph, MCP, Azure OpenAI (REST, Realtime, audio), search, storage, safety, and fine-tuning.
Deployment L278-L287 Deploying and hosting models/agents in Foundry: portal, CLI/Bicep, SDK/REST, importing custom models, fine-tuned model hosting, and running evaluations via Azure DevOps/GitHub Actions.

Troubleshooting

Topic URL
Troubleshoot Foundry evaluation and observability issues https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/troubleshooting
Troubleshoot Microsoft Foundry known issues and workarounds https://learn.microsoft.com/en-us/azure/foundry/reference/foundry-known-issues

Best Practices

Topic URL
Apply tool usage best practices in Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/tool-best-practice
Evaluate Azure AI agents with task-specific metrics https://learn.microsoft.com/en-us/azure/foundry/concepts/evaluation-evaluators/agent-evaluators
Evaluate Foundry AI agents with built-in metrics https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/evaluate-agent
Improve Foundry agent prompts with Prompt Optimizer https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/prompt-optimizer
Design effective system messages for Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/advanced-prompt-engineering
Apply prompt engineering techniques for vision-enabled GPT models https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/gpt-4-v-prompt-engineering
Apply routing modes and best practices for model router https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-router-how-it-works
Apply safety system message templates in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/safety-system-message-templates
Fine-tune GPT-4 vision models with images https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-vision
Optimize Azure OpenAI latency and throughput in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/latency

Decision Making

Topic URL
Decide how to migrate to the new Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate
Decide and migrate from legacy Agent Applications to new Foundry model https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-agent-applications
Migrate hosted agents to refreshed Foundry preview backend https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-hosted-agent-preview
Use Bing grounding tools with agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/bing-tools
Choose web grounding tools for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/web-overview
Plan Microsoft Foundry rollout and environment strategy https://learn.microsoft.com/en-us/azure/foundry/concepts/planning
Optimize Foundry model cost and performance https://learn.microsoft.com/en-us/azure/foundry/control-plane/how-to-optimize-cost-performance
Choose Foundry deployment types and data residency options https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/deployment-types
Choose Foundry deployment types in Azure Government https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/deployment-types-gov
Manage model versioning and upgrade policies in Foundry https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/model-versions
Choose and manage model version policies in Foundry Gov https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/model-versions-gov
Select Azure-direct Foundry models by capabilities and regions https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure
Select Foundry models sold directly by Azure Government https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-gov
Decide between GPT-5 and GPT-4.1 for your use case https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/model-choice-guide
Upgrade workloads from GitHub Models to Foundry Models https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/quickstart-github-models
Use Foundry model leaderboard to compare and choose models https://learn.microsoft.com/en-us/azure/foundry/how-to/benchmark-model-in-catalog
Choose appropriate Microsoft Foundry SDKs and endpoints https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/sdk-overview
Choose integration patterns for Microsoft Foundry APIs https://learn.microsoft.com/en-us/azure/foundry/how-to/integrate-with-other-apps
Migrate from Azure AI Inference SDK to OpenAI SDK https://learn.microsoft.com/en-us/azure/foundry/how-to/model-inference-to-openai-migration
Plan migration from classic Foundry portal https://learn.microsoft.com/en-us/azure/foundry/how-to/navigate-from-classic
Decide and execute upgrade from Azure OpenAI to Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/upgrade-azure-openai
Use Ask AI to upgrade or switch Foundry models https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/optimization-model-upgrade
Choose content streaming and filtering modes in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/content-streaming
Use Foundry model retirement schedule for migrations https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule
Use the Foundry Gov model retirement schedule for migration https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule-gov
Plan around Foundry model lifecycle and support https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirements
Plan around Foundry model lifecycle and retirements in Gov https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirements-gov
Choose and size provisioned throughput for Foundry models https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/provisioned-throughput
Identify retired Foundry models and alternatives https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models
Estimate and manage fine-tuning costs in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-cost-management
Plan PTU costs, billing, and capacity for Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/provisioned-throughput-onboarding
Migrate from preview to GA Realtime API https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio-preview-api-migration-guide

Architecture & Design Patterns

Topic URL
Design networking architecture for Foundry Agent Service with BYO VNet https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agents-networking-deep-dive
Design standard agent setup with isolated resources https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/standard-agent-setup
Plan disaster recovery for Foundry Agent Service in standard mode https://learn.microsoft.com/en-us/azure/foundry/how-to/agent-service-disaster-recovery
Recover Foundry Agent Service from resource and data loss https://learn.microsoft.com/en-us/azure/foundry/how-to/agent-service-operator-disaster-recovery
Recover Foundry Agent Service from regional platform outages https://learn.microsoft.com/en-us/azure/foundry/how-to/agent-service-platform-disaster-recovery
Design high availability for Microsoft Foundry agents https://learn.microsoft.com/en-us/azure/foundry/how-to/high-availability-resiliency
Design spillover traffic management for provisioned deployments https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/spillover-traffic-management

Limits & Quotas

Topic URL
Quotas, limits, and regions for Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/limits-quotas-regions
Use vector stores and file search limits in agents https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/vector-stores
Manage hosted agents and idle timeout behavior in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-hosted-agent
Manage Foundry hosted agent sessions and timeouts https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-hosted-sessions
Use function calling and run time limits in Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/function-calling
Understand Foundry evaluation limits and regions https://learn.microsoft.com/en-us/azure/foundry/concepts/evaluation-regions-limits-virtual-network
Configure token rate limits and quotas for Foundry models https://learn.microsoft.com/en-us/azure/foundry/control-plane/how-to-enforce-limits-models
Capabilities and availability of partner Foundry models https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners
Reference quotas, rate limits, and timeouts for Foundry Models https://learn.microsoft.com/en-us/azure/foundry/foundry-models/quotas-limits
Use Azure OpenAI global batch processing efficiently https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/batch
Manage Azure OpenAI quota in Foundry Models https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/quota
Use reinforcement fine-tuning with cost limits https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/reinforcement-fine-tuning
Reference Azure OpenAI quotas and limits in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits
Reference quotas and limits for Azure OpenAI in Azure Government https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits-gov
Understand limited access policy for Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/limited-access

Security

Topic URL
Configure Microsoft Agent 365 integration for Foundry agent governance https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-365-integration
Configure and govern agent identities in Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-identity
Configure authentication methods for Agent2Agent tools https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-to-agent-authentication
Reference hosted agent permissions and RBAC roles in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/hosted-agent-permissions
Configure environment and RBAC for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/environment-setup
Govern and secure Foundry agents with Agent 365 https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/agent-365
Publish Foundry agents as secure Azure resources https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/agent-applications
Configure Agent 365 data collection for Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent-365-data-collection
Configure authentication for MCP servers in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/mcp-authentication
Configure computer use tool securely for agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/computer-use
Govern MCP tools with an AI gateway in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/governance
Deploy private networking for Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/virtual-networks
Configure authentication and authorization for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/concepts/authentication-authorization-foundry
Configure customer-managed keys for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/concepts/encryption-keys-portal
Configure RBAC roles and scopes for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/concepts/rbac-foundry
Govern Foundry agent infrastructure as Entra admin https://learn.microsoft.com/en-us/azure/foundry/control-plane/govern-agent-infrastructure-entra-admin
Manage Foundry compliance and security integrations https://learn.microsoft.com/en-us/azure/foundry/control-plane/how-to-manage-compliance-security
Create guardrail policies for model deployments https://learn.microsoft.com/en-us/azure/foundry/control-plane/quickstart-create-guardrail-policy
Configure keyless Entra ID authentication for Foundry Models https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-entra-id
Add Foundry resources to network security perimeters https://learn.microsoft.com/en-us/azure/foundry/how-to/add-foundry-to-network-security-perimeter
Configure and manage Microsoft Foundry connections https://learn.microsoft.com/en-us/azure/foundry/how-to/connections-add
Create custom Azure Policies to govern Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/custom-policy-definition
Apply Azure AI Content Safety in LangChain agents https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-middleware
Disable preview features in Microsoft Foundry using tags and RBAC https://learn.microsoft.com/en-us/azure/foundry/how-to/disable-preview-features
Use built-in Azure Policy definitions for Foundry model deployment https://learn.microsoft.com/en-us/azure/foundry/how-to/model-deployment-policy
Secure Foundry MCP Server with RBAC and policies https://learn.microsoft.com/en-us/azure/foundry/mcp/security-best-practices
Understand default guardrail safety policies in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/default-safety-policies
Author safety-focused system messages for Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/system-message
Apply safety evaluation to fine-tuned models https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-safety-evaluation
Understand data privacy and security in Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/agents/data-privacy-security
Configure data privacy and security for Claude in Foundry https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/claude-models/data-privacy
Understand data, privacy, and security for Azure Direct Models https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/data-privacy

Configuration

Topic URL
Configure capability hosts for Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/capability-hosts
Configure and share Microsoft Foundry agent endpoints https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent
Enable Agent2Agent endpoints for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/enable-agent-to-agent-endpoint
Manage and disable Grounding with Bing in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-grounding-with-bing
Configure and manage memory in Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/memory-usage
Configure a private tool catalog with Azure API Center https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/private-tool-catalog
Configure structured inputs for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/structured-inputs
Configure Browser Automation tool for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/browser-automation
Configure custom MCP-based code interpreter runtime https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/custom-code-interpreter
Configure file search tool for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/file-search
Configure and manage Foundry agent skills via Skills API https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/skills
Configure toolbox integrations for Foundry hosted agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/toolbox
Configure and use web search tool in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/web-search
Configure Foundry Agent Service to use existing Azure resources https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/use-your-own-resources
Configure declarative agent workflows in VS Code https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/vs-code-agents-workflow-low-code
Use built-in evaluators in Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/concepts/built-in-evaluators
Configure AI Gateway token controls in Foundry https://learn.microsoft.com/en-us/azure/foundry/configuration/enable-ai-api-management-gateway-portal
Register custom agents with Foundry Control Plane https://learn.microsoft.com/en-us/azure/foundry/control-plane/register-custom-agent
Configure synthetic data generation in Foundry https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/data-generation
Use Foundry Models endpoints and authentication correctly https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/endpoints
Configure Claude Desktop to use Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-claude-desktop
Generate text with Foundry Models using the Responses API https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/generate-responses
Configure Azure Monitor for Foundry model deployments https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/monitor-models
Configure guardrails and controls in Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/guardrails/how-to-create-guardrails
Configure Foundry managed network access to on-premises https://learn.microsoft.com/en-us/azure/foundry/how-to/access-on-premises-resources
Configure bring-your-own storage for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/bring-your-own-azure-storage-foundry
Bind customer-managed storage to Foundry Speech and Language https://learn.microsoft.com/en-us/azure/foundry/how-to/bring-your-own-azure-storage-speech-language-services
Configure Private Link network isolation for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/configure-private-link
Provision Microsoft Foundry resources using Terraform https://learn.microsoft.com/en-us/azure/foundry/how-to/create-resource-terraform
Set up managed virtual networks for Foundry projects https://learn.microsoft.com/en-us/azure/foundry/how-to/managed-virtual-network
Connect VS Code to Foundry MCP Server https://learn.microsoft.com/en-us/azure/foundry/mcp/get-started
Configure Agent Monitoring Dashboard and Application Insights for Foundry https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/how-to-monitor-agents-dashboard
Configure human evaluation for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/human-evaluation
Configure tracing for LangChain and other AI agent frameworks https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-agent-framework
Configure tracing for Microsoft Foundry AI agents https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-agent-setup
Use Azure OpenAI v1 API in Foundry Models https://learn.microsoft.com/en-us/azure/foundry/openai/api-version-lifecycle
Configure Prompt Shields for Foundry model security https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/content-filter-prompt-shields
Configure priority processing for Foundry model deployments https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/priority-processing
Call chat completion models with Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/chatgpt
Configure Azure OpenAI image generation models https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/dall-e
Run deep research with o3-deep-research via Responses API https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/deep-research
Generate and use embeddings with Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/embeddings
Configure DPO fine-tuning for Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-direct-preference-optimization
Call vision-enabled chat models with Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/gpt-with-vision
Enable and tune JSON mode for Azure OpenAI chat completions https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/json-mode
Use predicted outputs to reduce Azure OpenAI latency https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/predicted-outputs
Configure prompt caching for Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/prompt-caching
Create and tune provisioned deployments in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/provisioned-get-started
Use Azure OpenAI Responses API with tools and streaming https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/responses
Enforce JSON schema with structured outputs in Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/structured-outputs
Work with Azure OpenAI model deployments in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/working-with-models
Monitor Foundry OpenAI with Azure Monitor data https://learn.microsoft.com/en-us/azure/foundry/openai/monitor-openai-reference

Integrations & Coding Patterns

Topic URL
Use agents, conversations, and responses in Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/runtime-components
Integrate BYO model gateways with Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/ai-gateway
Connect Foundry agents to Foundry IQ knowledge bases https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/foundry-iq-connect
Connect Foundry agents to external A2A endpoints https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/agent-to-agent
Connect Azure AI Search indexes to agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/ai-search
Integrate Azure Speech MCP tool with Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/azure-ai-speech
Integrate Azure Functions as tools for agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/azure-functions
Enable Code Interpreter tool for agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/code-interpreter
Connect Microsoft Fabric data agent to Foundry https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/fabric
Use image generation tool in Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/image-generation
Integrate Foundry agents with Model Context Protocol servers https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/model-context-protocol
Connect OpenAPI tools to Microsoft Foundry agents https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/openapi
Integrate Foundry agents with SharePoint content https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/sharepoint
Run fine-tuning jobs with azd extension https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/fine-tune-cli
Configure Claude Code CLI and VS Code with Foundry https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-claude-code
Deploy and call DeepSeek-R1 in Foundry Models https://learn.microsoft.com/en-us/azure/foundry/foundry-models/tutorials/get-started-deepseek-r1
Integrate third-party safety tools with Foundry https://learn.microsoft.com/en-us/azure/foundry/guardrails/third-party-integrations
Integrate LangChain and LangGraph with Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain
Build LangGraph agents with Foundry Agent Service https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-agents
Add Foundry long-term memory to LangChain apps https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-memory
Use LangChain models with Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-models
Trace LangChain apps with Foundry and Azure Monitor https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-traces
Run AI Red Teaming Agent in Foundry cloud https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/run-ai-red-teaming-cloud
Run AI Red Teaming Agent scans locally https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/run-scans-ai-red-teaming-agent
Set up an Azure Key Vault connection for Microsoft Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/set-up-key-vault-connection
Use Foundry MCP Server tools and prompts https://learn.microsoft.com/en-us/azure/foundry/mcp/available-tools
Build and register custom MCP servers for Foundry agents https://learn.microsoft.com/en-us/azure/foundry/mcp/build-your-own-mcp-server
Add OpenTelemetry client-side tracing to Foundry agents https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-agent-client-side
Call Azure OpenAI audio models via API https://learn.microsoft.com/en-us/azure/foundry/openai/audio-completions-quickstart
Authoring operations for Foundry OpenAI REST API https://learn.microsoft.com/en-us/azure/foundry/openai/authoring-reference-preview
Use groundedness detection with Foundry OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/content-filter-groundedness
Integrate Codex CLI and VS Code with Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/codex
Fine-tune Foundry models via SDK and REST https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning
Fine-tune tool calling behavior in Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-functions
Implement function calling with Azure OpenAI in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/function-calling
Call Foundry model router via chat APIs https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/model-router
Implement GPT Realtime audio with Azure OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio
Use GPT Realtime API over SIP https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio-sip
Use GPT Realtime API over WebRTC https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio-webrtc
Use GPT Realtime API over WebSockets https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio-websockets
Call Foundry models via Responses API and routing https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/responses-model-routing
Use web_search tool with Azure OpenAI Responses API https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/web-search
Set up and secure Azure OpenAI webhooks in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/webhooks
Use WebSocket mode with Azure OpenAI Responses API https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/websockets
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Integrate with Azure OpenAI v1 REST API in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/latest
Implement realtime audio events for Foundry OpenAI https://learn.microsoft.com/en-us/azure/foundry/openai/realtime-audio-reference
Call Azure OpenAI inference REST APIs in Foundry https://learn.microsoft.com/en-us/azure/foundry/openai/reference
Use Foundry OpenAI preview inference REST API https://learn.microsoft.com/en-us/azure/foundry/openai/reference-preview
Call Foundry OpenAI v1 preview REST endpoints https://learn.microsoft.com/en-us/azure/foundry/openai/reference-preview-latest
Build document search with Azure OpenAI embeddings API https://learn.microsoft.com/en-us/azure/foundry/openai/tutorials/embeddings
Use Azure OpenAI Whisper for speech to text https://learn.microsoft.com/en-us/azure/foundry/openai/whisper-quickstart

Deployment

Topic URL
Deploy containerized Foundry hosted agents via SDK and REST https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/deploy-hosted-agent
Deploy Foundry Models using Azure CLI and Bicep templates https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/create-model-deployments
Deploy Foundry Models via Foundry portal for inference https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/deploy-foundry-models
Run Foundry evaluations in Azure DevOps https://learn.microsoft.com/en-us/azure/foundry/how-to/evaluation-azure-devops
Run Foundry evaluations in GitHub Actions https://learn.microsoft.com/en-us/azure/foundry/how-to/evaluation-github-action
Import and deploy custom Fireworks models in Foundry https://learn.microsoft.com/en-us/azure/foundry/how-to/fireworks/import-custom-models
Deploy fine-tuned models on Foundry hosting https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-deploy