github-samples · juliamuiruri4 · Sep 15, 2026 · Sep 16, 2026 · Sep 16, 2026 · Sep 16, 2026
diff --git a/docs/_images/cli-8-azure-functions-proxy.png b/docs/_images/cli-8-azure-functions-proxy.png
diff --git a/docs/_images/cli-8-backer-concierge-widget.png b/docs/_images/cli-8-backer-concierge-widget.png
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diff --git a/docs/_images/cli-8-foundry-agent-response.png b/docs/_images/cli-8-foundry-agent-response.png
diff --git a/docs/_images/cli-8-hosted-agent-deployment.png b/docs/_images/cli-8-hosted-agent-deployment.png
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diff --git a/docs/_images/cli-8-sanitized-json-response.png b/docs/_images/cli-8-sanitized-json-response.png
diff --git a/docs/_images/cli-8-select-foundry-model.png b/docs/_images/cli-8-select-foundry-model.png
diff --git a/docs/_images/cli-8-verify-generated-agent.png b/docs/_images/cli-8-verify-generated-agent.png
diff --git a/docs/cli/7-slash-commands.md b/docs/cli/7-slash-commands.md
@@ -141,7 +141,7 @@ Using slash commands in Copilot CLI allows you to configure it, share sessions,
 - `/model` to explore the list of available models and select a new one if you so desire.
 - Learned about `/delegate` as an optional bridge to cloud agent.
 
-There are of course more slash commands available, and more to explore with Copilot CLI! Let's close out our journey by [reviewing what we've learned][next-lesson] and some next steps to continue learning.
+There are of course more slash commands available, and more to explore with Copilot CLI! If you want to go further, the [optional Microsoft Foundry lesson][foundry-lesson] walks through building a hosted agent on top of the Tailspin catalog. Otherwise, let's close out our journey by [reviewing what we've learned][next-lesson] and some next steps to continue learning.
 
 ## Resources
 
@@ -152,7 +152,8 @@ There are of course more slash commands available, and more to explore with Copi
 - [Selecting Models in Copilot CLI][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/cli/8-foundry-agent.md b/docs/cli/8-foundry-agent.md
diff --git a/docs/cli/8-review.md → docs/cli/9-review.md b/docs/cli/8-review.md → docs/cli/9-review.md
@@ -1,5 +1,5 @@
 ---
-title: "Exercise 8 - Review and Next Steps"
+title: "Exercise 9 - Review and Next Steps"
 authors:
   - geektrainer
 lastUpdated: 2026-06-30
@@ -13,6 +13,8 @@ Over the last several exercises, you explored some of the most common use cases
 - calling custom agents for advanced and more complex tasks.
 - using slash commands to manage your session, and optionally bridging back to cloud agent via `/delegate`.
 
+If you haven't yet, consider the [optional Microsoft Foundry lesson][foundry-lesson] before you finish, which builds a catalog-grounded hosted agent on top of the Tailspin Toys site.
+
 Let's talk about some slash commands, best practices, and next steps.
 
 ## Slash commands
@@ -61,6 +63,7 @@ If you'd like to explore more of the GitHub Copilot ecosystem, check out the [VS
 - [MCP Specification][mcp-spec]
 
 [previous-lesson]: ../7-slash-commands/
+[foundry-lesson]: ../8-foundry-agent/
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [awesome-copilot]: https://github.com/github/awesome-copilot

diff --git a/docs/cli/README.md b/docs/cli/README.md
@@ -8,12 +8,12 @@ lastUpdated: 2026-06-30
 
 **[GitHub Copilot CLI](https://docs.github.com/copilot/concepts/agents/about-copilot-cli)** puts GitHub Copilot in your terminal as an agentic coding assistant. It explores codebases, generates code, runs commands, and connects to external tools — all from the command line, so you can stay in the flow without switching to a graphical editor.
 
-Across these exercises you'll install and authenticate Copilot CLI, then give it project context with custom instructions before using plan mode to generate a feature deliberately. You'll connect the Playwright MCP server to test that feature in a real browser, then extend Copilot with reusable agent skills and custom agents. Finally, you'll explore slash commands for managing context, models, and sharing, and wrap up with a review of what you've built.
+Across these exercises you'll install and authenticate Copilot CLI, then give it project context with custom instructions before using plan mode to generate a feature deliberately. You'll connect the Playwright MCP server to test that feature in a real browser, then extend Copilot with reusable agent skills and custom agents. Finally, you'll explore slash commands for managing context, models, and sharing a wrapup of what you've built. You can also explore an optional exercise that uses the Microsoft Foundry Skill to build and deploy a hosted agent.
 
 ## Exercises
 
 | Exercise | Topic | Description |
-|----------|-------|-------------|
+| -------- | ----- | ----------- |
 | [0. Prerequisites][ex0] | Setup | Create your repository and codespace |
 | [1. Installing Copilot CLI][ex1] | Installation | Install and authenticate Copilot CLI |
 | [2. Custom instructions][ex2] | Context | Add an instruction and see how Copilot CLI follows it |
@@ -22,7 +22,8 @@ Across these exercises you'll install and authenticate Copilot CLI, then give it
 | [5. Agent Skills][ex5] | Skills | Enhance Copilot with specialized skills |
 | [6. Custom Agents][ex6] | Agents | Review and use custom agents |
 | [7. Slash Commands][ex7] | CLI Features | Explore context, models, sharing, and optional delegation to cloud agent |
-| [8. Review][ex8] | Summary | Review key concepts and next steps |
+| [8. Build a Backer Concierge AI Agent (Optional)][foundry] | Hosted agents | Build and deploy a catalog-grounded Backer Concierge |
+| [9. Review][ex9] | Summary | Review key concepts and next steps |
 
 ## Prerequisites
 
@@ -50,5 +51,6 @@ Before attending this workshop, please ensure you have:
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
 [callout-student-plan-education]: https://github.com/education/students
diff --git a/docs/es-es/cli/7-slash-commands.md b/docs/es-es/cli/7-slash-commands.md
@@ -157,7 +157,7 @@ Usar comandos de barra en Copilot CLI te permite configurarlo, compartir sesione
 - `/model` para explorar la lista de modelos disponibles y seleccionar uno nuevo si así lo deseas.
 - `/delegate` como puente opcional hacia cloud agent.
 
-Por supuesto, hay más comandos de barra disponibles y mucho más por explorar con Copilot CLI. Vamos a cerrar este recorrido [repasando lo que hemos aprendido][next-lesson] y viendo algunos próximos pasos para seguir aprendiendo.
+Por supuesto, hay más comandos de barra disponibles y mucho más por explorar con Copilot CLI. Si quieres ir más allá, la [lección opcional de Microsoft Foundry][foundry-lesson] te guía para compilar un agente hospedado sobre el catálogo de Tailspin. Si no, vamos a cerrar este recorrido [repasando lo que hemos aprendido][next-lesson] y viendo algunos próximos pasos para seguir aprendiendo.
 
 ## Recursos
 
@@ -168,7 +168,8 @@ Por supuesto, hay más comandos de barra disponibles y mucho más por explorar c
 - [Seleccionar modelos en Copilot CLI][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/es-es/cli/8-review.md → docs/es-es/cli/9-review.md b/docs/es-es/cli/8-review.md → docs/es-es/cli/9-review.md
diff --git a/docs/es-es/cli/README.md b/docs/es-es/cli/README.md
@@ -22,7 +22,8 @@ A lo largo de estos ejercicios instalarás y autenticarás Copilot CLI, y despu
 | [5. Habilidades de agente][ex5] | Habilidades | Mejora Copilot con habilidades especializadas |
 | [6. Agentes personalizados][ex6] | Agentes | Revisa y usa agentes personalizados |
 | [7. Comandos de barra][ex7] | Funciones de CLI | Explora el contexto, los modelos, el uso compartido y la delegación opcional al agente en la nube |
-| [8. Repaso][ex8] | Resumen | Repasa los conceptos clave y los próximos pasos |
+| [8. Compilar un agente de IA Backer Concierge (opcional)][foundry] | Agentes hospedados | Compila e implementa un Backer Concierge basado en el catálogo |
+| [9. Repaso][ex9] | Resumen | Repasa los conceptos clave y los próximos pasos |
 
 ## Requisitos previos
 
@@ -52,4 +53,5 @@ Antes de asistir a este taller, asegúrate de tener:
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
diff --git a/docs/ja-jp/cli/7-slash-commands.md b/docs/ja-jp/cli/7-slash-commands.md
@@ -156,7 +156,7 @@ Copilot CLI の slash command を使うと、設定の変更、セッション
 - `/model` で利用可能なモデルの一覧を確認し、必要に応じて別のモデルを選択する。
 - `/delegate` が cloud agent への任意の橋渡しになることを学ぶ。
 
-利用できる slash command はもちろんこれ以外にもあり、Copilot CLI にはまだ多くの機能があります。最後に、[ここまでに学んだことを振り返り][next-lesson]、学習を続けるための次のステップを確認して締めくくりましょう。
+利用できる slash command はもちろんこれ以外にもあり、Copilot CLI にはまだ多くの機能があります。さらに進みたい場合は、[オプションの Microsoft Foundry レッスン][foundry-lesson]で Tailspin カタログ上にホスト型エージェントを構築する方法を学べます。そうでなければ、最後に[ここまでに学んだことを振り返り][next-lesson]、学習を続けるための次のステップを確認して締めくくりましょう。
 
 ## リソース
 
@@ -167,7 +167,8 @@ Copilot CLI の slash command を使うと、設定の変更、セッション
 - [Copilot CLI でモデルを選択する][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/ja-jp/cli/8-review.md → docs/ja-jp/cli/9-review.md b/docs/ja-jp/cli/8-review.md → docs/ja-jp/cli/9-review.md
diff --git a/docs/ja-jp/cli/README.md b/docs/ja-jp/cli/README.md
@@ -22,7 +22,8 @@ lastUpdated: 2026-06-30
 | [5. エージェント スキル][ex5] | スキル | 専門スキルで Copilot を強化する |
 | [6. カスタム エージェント][ex6] | エージェント | カスタム エージェントを確認して使用する |
 | [7. スラッシュ コマンド][ex7] | CLI 機能 | コンテキスト、モデル、共有、cloud agent への任意の委任を確認する |
-| [8. 振り返り][ex8] | まとめ | 重要な概念と次のステップを確認する |
+| [8. Backer Concierge AI エージェントの構築 (オプション)][foundry] | ホスト型エージェント | カタログに基づいた Backer Concierge を構築してデプロイする |
+| [9. 振り返り][ex9] | まとめ | 重要な概念と次のステップを確認する |
 
 ## 前提条件
 
@@ -52,4 +53,5 @@ lastUpdated: 2026-06-30
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
diff --git a/docs/ko-kr/cli/7-slash-commands.md b/docs/ko-kr/cli/7-slash-commands.md
@@ -156,7 +156,7 @@ Copilot CLI의 slash commands를 사용하면 구성을 변경하고, 세션을
 - `/model`로 사용 가능한 모델 목록을 살펴보고 원한다면 새 모델을 선택할 수 있음을 확인했습니다.
 - `/delegate`를 cloud agent로 연결하는 선택적 브리지로 학습했습니다.
 
-물론 더 많은 slash commands가 있으며, Copilot CLI로 탐색할 내용도 더 많습니다. 마지막으로 [학습한 내용을 검토하고][next-lesson] 학습을 계속하기 위한 다음 단계를 살펴보며 여정을 마무리하겠습니다.
+물론 더 많은 slash commands가 있으며, Copilot CLI로 탐색할 내용도 더 많습니다. 더 나아가고 싶다면, [선택적 Microsoft Foundry 레슨][foundry-lesson]에서 Tailspin 카탈로그 위에 호스트된 에이전트를 빌드하는 방법을 안내합니다. 그렇지 않다면, 마지막으로 [학습한 내용을 검토하고][next-lesson] 학습을 계속하기 위한 다음 단계를 살펴보며 여정을 마무리하겠습니다.
 
 ## 리소스
 
@@ -167,7 +167,8 @@ Copilot CLI의 slash commands를 사용하면 구성을 변경하고, 세션을
 - [Copilot CLI에서 모델 선택하기][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/ko-kr/cli/8-review.md → docs/ko-kr/cli/9-review.md b/docs/ko-kr/cli/8-review.md → docs/ko-kr/cli/9-review.md
diff --git a/docs/ko-kr/cli/README.md b/docs/ko-kr/cli/README.md
@@ -22,7 +22,8 @@ lastUpdated: 2026-06-30
 | [5. 에이전트 스킬][ex5] | 스킬 | 특화된 스킬로 Copilot을 강화합니다 |
 | [6. 커스텀 에이전트][ex6] | 에이전트 | 커스텀 에이전트를 검토하고 사용합니다 |
 | [7. 슬래시 명령][ex7] | CLI 기능 | 컨텍스트, 모델, 공유, 그리고 선택적으로 cloud agent 위임을 살펴봅니다 |
-| [8. 검토][ex8] | 요약 | 핵심 개념과 다음 단계를 검토합니다 |
+| [8. Backer Concierge AI 에이전트 빌드 (선택 사항)][foundry] | 호스트된 에이전트 | 카탈로그 기반 Backer Concierge를 빌드하고 배포합니다 |
+| [9. 검토][ex9] | 요약 | 핵심 개념과 다음 단계를 검토합니다 |
 
 ## 사전 준비
 
@@ -52,4 +53,5 @@ lastUpdated: 2026-06-30
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
diff --git a/docs/pt-br/cli/7-slash-commands.md b/docs/pt-br/cli/7-slash-commands.md
@@ -157,7 +157,7 @@ Usar comandos de barra no Copilot CLI permite configurá-lo, compartilhar sessõ
 - `/model` para explorar a lista de modelos disponíveis e selecionar outro, se quiser.
 - `/delegate` como uma ponte opcional para o agente de nuvem.
 
-É claro que há mais comandos de barra disponíveis e muito mais para explorar no Copilot CLI. Vamos encerrar essa jornada [revendo o que aprendemos][next-lesson] e vendo alguns próximos passos para continuar aprendendo.
+É claro que há mais comandos de barra disponíveis e muito mais para explorar no Copilot CLI. Se quiser ir além, a [lição opcional de Microsoft Foundry][foundry-lesson] mostra como criar um agente hospedado com base no catálogo do Tailspin. Caso contrário, vamos encerrar essa jornada [revendo o que aprendemos][next-lesson] e vendo alguns próximos passos para continuar aprendendo.
 
 ## Recursos
 
@@ -168,7 +168,8 @@ Usar comandos de barra no Copilot CLI permite configurá-lo, compartilhar sessõ
 - [Selecionar modelos no Copilot CLI][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/pt-br/cli/8-review.md → docs/pt-br/cli/9-review.md b/docs/pt-br/cli/8-review.md → docs/pt-br/cli/9-review.md
diff --git a/docs/pt-br/cli/README.md b/docs/pt-br/cli/README.md
@@ -22,7 +22,8 @@ Ao longo destas lições, você instalará e autenticará o Copilot CLI, depois
 | [5. Skills de agente][ex5] | Skills | Aprimore o Copilot com skills especializadas |
 | [6. Agentes personalizados][ex6] | Agentes | Revise e use agentes personalizados |
 | [7. Comandos de barra][ex7] | Recursos da CLI | Explore contexto, modelos, compartilhamento e a delegação opcional para o agente de nuvem |
-| [8. Revisão][ex8] | Resumo | Revise os principais conceitos e os próximos passos |
+| [8. Criar um agente de IA Backer Concierge (opcional)][foundry] | Agentes hospedados | Crie e implante um Backer Concierge baseado no catálogo |
+| [9. Revisão][ex9] | Resumo | Revise os principais conceitos e os próximos passos |
 
 ## Pré-requisitos
 
@@ -50,5 +51,6 @@ Antes de participar deste workshop, verifique se você tem:
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
 [callout-student-plan-education]: https://github.com/education/students
diff --git a/docs/zh-cn/cli/7-slash-commands.md b/docs/zh-cn/cli/7-slash-commands.md
@@ -157,7 +157,7 @@ lastUpdated: 2026-06-30
 - 使用 `/model` 查看可用模型列表，并在需要时选择新的模型。
 - 了解了 `/delegate` 作为连接 cloud agent 的可选桥梁。
 
-当然，还有更多斜杠命令可用，也还有更多 Copilot CLI 功能值得探索。最后通过[回顾已学内容][next-lesson]以及后续学习方向，为这段旅程收尾。
+当然，还有更多斜杠命令可用，也还有更多 Copilot CLI 功能值得探索。如果你想更进一步，[可选的 Microsoft Foundry 课程][foundry-lesson]将带你在 Tailspin 目录之上构建一个托管智能体。否则，最后通过[回顾已学内容][next-lesson]以及后续学习方向，为这段旅程收尾。
 
 ## 资源
 
@@ -168,7 +168,8 @@ lastUpdated: 2026-06-30
 - [在 Copilot CLI 中选择模型][selecting-models]
 
 [previous-lesson]: ../6-custom-agents/
-[next-lesson]: ../8-review/
+[next-lesson]: ../9-review/
+[foundry-lesson]: ../8-foundry-agent/
 [using-copilot-cli]: https://docs.github.com/copilot/how-tos/use-copilot-agents/use-copilot-cli
 [about-copilot-cli]: https://docs.github.com/copilot/concepts/agents/about-copilot-cli
 [about-cloud-agent]: https://docs.github.com/copilot/concepts/agents/cloud-agent/about-cloud-agent

diff --git a/docs/zh-cn/cli/8-review.md → docs/zh-cn/cli/9-review.md b/docs/zh-cn/cli/8-review.md → docs/zh-cn/cli/9-review.md
diff --git a/docs/zh-cn/cli/README.md b/docs/zh-cn/cli/README.md
@@ -22,7 +22,8 @@ lastUpdated: 2026-06-30
 | [5. 智能体技能][ex5] | 技能 | 用专门的技能增强 Copilot |
 | [6. 自定义智能体][ex6] | 智能体 | 查看并使用自定义智能体 |
 | [7. 斜杠命令][ex7] | CLI 功能 | 探索上下文、模型、共享，以及可选的委托给 cloud agent |
-| [8. 回顾][ex8] | 总结 | 回顾关键概念和后续步骤 |
+| [8. 构建 Backer Concierge AI 智能体（可选）][foundry] | 托管智能体 | 构建并部署基于目录的 Backer Concierge |
+| [9. 回顾][ex9] | 总结 | 回顾关键概念和后续步骤 |
 
 ## 先决条件
 
@@ -52,4 +53,5 @@ lastUpdated: 2026-06-30
 [ex5]: 5-agent-skills/
 [ex6]: 6-custom-agents/
 [ex7]: 7-slash-commands/
-[ex8]: 8-review/
+[foundry]: 8-foundry-agent/
+[ex9]: 9-review/
diff --git a/website/astro.config.mjs b/website/astro.config.mjs
@@ -77,7 +77,8 @@ export default defineConfig({
             { label: '5. Agent skills', link: '/cli/5-agent-skills/' },
             { label: '6. Custom agents', link: '/cli/6-custom-agents/' },
             { label: '7. Slash commands', link: '/cli/7-slash-commands/' },
-            { label: '8. Review', link: '/cli/8-review/' },
+            { label: '8. Build a Backer Concierge AI Agent (Optional)', link: '/cli/8-foundry-agent/' },
+            { label: '9. Review', link: '/cli/9-review/' },
           ],
         },
         {