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Co-authored-by: Courtney Wales <[email protected]>

Author: Court72

learn-pr/wwl/design-ai-agents-business-solutions/includes/10-propose-foundry-tools-given-requirement.md

@@ -166,8 +166,6 @@ Below are examples of how to map business requirements to the correct Foundry to
 
 ## References
 
-(Use these for learner follow-up)
-
 - [Azure AI Foundry tool catalog](/azure/ai-foundry/agents/concepts/tool-catalog)
 
-- Azure AI Foundry Tools <https://azure.microsoft.com/products/ai-foundry/tools/>
+- [Azure AI Foundry Tools](https://azure.microsoft.com/products/ai-foundry/tools/)

learn-pr/wwl/design-ai-agents-business-solutions/includes/11-propose-code-first-generative-pages-agent-feed-applications.md

@@ -48,7 +48,7 @@ Even though generative pages reduce design time, many enterprise apps require de
 | Complex business rules | Implement logic not expressible through prompts alone |
 | Highly customized UI | Add PCF components, advanced layouts |
 | Cross-system integration | Build connectors, plugins, service calls |
-| Performance optimization | Finetune load patterns, caching, batching |
+| Performance optimization | Fine-tune load patterns, caching, batching |
 | Compliance and governance | Embed rules, validations, safe compute patterns |
 
 ## The role of an agent feed in apps
@@ -99,6 +99,6 @@ Together, they create intelligent, fast to build, enterprise-ready apps.
 
 Use these links for more detail and hands on practice:
 
-- **Introducing the new Power Apps generative experiences** <https://www.microsoft.com/power-platform/blog/power-apps/introducing-the-new-power-apps-generative-power-meets-enterprise-grade-trust/>
+- [Introducing the new Power Apps generative experiences](https://www.microsoft.com/power-platform/blog/power-apps/introducing-the-new-power-apps-generative-power-meets-enterprise-grade-trust/)
 
-- **Generative Pages FAQ (GitHub)** <https://github.com/MicrosoftDocs/powerapps-docs/blob/main/powerapps-docs/maker/common/faq-generative-pages-model-driven.md>
+- [Generative Pages FAQ (GitHub)](https://github.com/MicrosoftDocs/powerapps-docs/blob/main/powerapps-docs/maker/common/faq-generative-pages-model-driven.md)

learn-pr/wwl/design-ai-agents-business-solutions/includes/12-design-topics-copilot-studio-fallback.md

@@ -135,8 +135,8 @@ Fallback shouldn't replace strong intent recognition. Ensure topics cover the mo
 
 ## References
 
-[Authoring system fallback topic](/microsoft-copilot-studio/authoring-system-fallback-topic)
+- [Authoring system fallback topic](/microsoft-copilot-studio/authoring-system-fallback-topic)
 
-[Topics overview](/microsoft-copilot-studio/guidance/topics-overview)
+- [Topics overview](/microsoft-copilot-studio/guidance/topics-overview)
 
-[Manage Power Virtual Agents topics](/training/modules/manage-power-virtual-agents-topics/)
+- [Manage topics in Microsoft Copilot Studio](/training/modules/manage-power-virtual-agents-topics/)

learn-pr/wwl/design-ai-agents-business-solutions/includes/13-design-data-processing-ai-models-ground.md

@@ -77,12 +77,12 @@ For low-code scenarios, **AI Builder grounded prompts** let you generate respons
 
 ## References
 
-**Ground AI using trusted data** — _Build effective generative AI solutions in your organization_ (module). [Microsoft Learn](/training/modules/build-effective-generative-ai-solutions-organization/)
+- [Build effective generative AI solutions in your organization](/training/modules/build-effective-generative-ai-solutions-organization/)
 
-**Ground language models / RAG with your data** — _Develop a RAG-based solution with your own data using Microsoft Foundry_ (module). [Microsoft Learn](/training/modules/build-copilot-ai-studio/)
+- [Develop a RAG-based solution with your own data using Microsoft Foundry](/training/modules/build-copilot-ai-studio/)
 
-**Grounding Data Design for AI Workloads on Azure** — Azure Well-Architected Framework. [Microsoft Learn](/azure/well-architected/ai/grounding-data-design)
+- [Grounding Data Design for AI Workloads on Azure](/azure/well-architected/ai/grounding-data-design)
 
-**Create AI Builder grounded prompts with Dataverse data** — (module). [Microsoft Learn](/training/modules/ai-builder-grounded-prompts/)
+- [Create AI Builder grounded prompts with Dataverse data](/training/modules/ai-builder-grounded-prompts/)
 
-**(Community perspective, optional)** _Microsoft Foundry IQ and Agent 365: Enterprise Grounding, Governance, and Model Routing_. [Windows Forum](https://windowsforum.com/threads/microsoft-foundry-iq-and-agent-365-enterprise-grounding-governance-and-model-routing.390257/)
+- [Microsoft Foundry IQ and Agent 365: Enterprise Grounding, Governance, and Model Routing](https://windowsforum.com/threads/microsoft-foundry-iq-and-agent-365-enterprise-grounding-governance-and-model-routing.390257/)

learn-pr/wwl/design-ai-agents-business-solutions/includes/14-design-business-process-include-ai-components-power-apps-canvas-app.md

@@ -151,6 +151,6 @@ Consider:
 
 Use the following links as source material for deeper learning:
 
-- **Edit your app with Copilot in Power Apps Studio (preview)** [/power-apps/maker/canvas-apps/copilot-edit-app](/power-apps/maker/canvas-apps/copilot-edit-app)
+- [Edit your app with Copilot in Power Apps Studio (preview)](/power-apps/maker/canvas-apps/copilot-edit-app)
 
-- **Use plans to create a business solution with Copilot** [/power-apps/maker/canvas-apps/copilot-business-plans](/power-apps/maker/canvas-apps/copilot-business-plans)
+- [Use plans to create a business solution with Copilot](/power-apps/maker/canvas-apps/copilot-business-plans)

learn-pr/wwl/design-ai-agents-business-solutions/includes/15-apply-power-platform-well-architected-framework.md

@@ -120,9 +120,9 @@ Azure WAF focuses on optimizing cloud workloads around **Reliability, Security,
 
 These are the exact links provided for this unit: 
 
-- [What is Power Platform Well-Architected? | Learn.Microsoft.com](/power-platform/well-architected/what-is-power-well-architected)
+- [What is Power Platform Well-Architected](/power-platform/well-architected/what-is-power-well-architected)
 
-- [Power Platform Well-Architected | Learn.Microsoft.com](/power-platform/well-architected/)
+- [Power Platform Well-Architected](/power-platform/well-architected/)
 
-- [What is the Azure Well-Architected Framework? | Learn.Microsoft.com](/azure/well-architected/what-is-well-architected-framework)
+- [What is the Azure Well-Architected Framework?](/azure/well-architected/what-is-well-architected-framework)
 

learn-pr/wwl/design-ai-agents-business-solutions/includes/16-determine-use-standard-natural-language-processing.md

@@ -100,6 +100,6 @@ Use generative orchestration when:
 
 ## References
 
-- NLU fine-tuned language intelligence for smarter conversations <https://www.microsoft.com/dynamics-365/blog/it-professional/2025/07/14/nlu-fine-tuned-language-intelligence-for-smarter-conversations>.
+- [NLU fine-tuned language intelligence for smarter conversations](https://www.microsoft.com/dynamics-365/blog/it-professional/2025/07/14/nlu-fine-tuned-language-intelligence-for-smarter-conversations)
 
-- Generative orchestration topic triggers in Copilot Studio <https://www.digitalbricks.ai/blog-posts/understanding-generative-orchestration-topic-triggers-in-copilot-studio>.
+- [Generative orchestration topic triggers in Copilot Studio](https://www.digitalbricks.ai/blog-posts/understanding-generative-orchestration-topic-triggers-in-copilot-studio)

learn-pr/wwl/design-ai-agents-business-solutions/includes/19-define-success-criteria-adoption-goals.md

@@ -146,4 +146,5 @@ Governance includes:
 
 ## References
 
-- Use the following content links to explore the source material: [/azure/cloud-adoption-framework/scenarios/ai/plan](/azure/cloud-adoption-framework/scenarios/ai/plan)
+Use the following content link to explore the source material:
+- [Plan for AI adoption](/azure/cloud-adoption-framework/scenarios/ai/plan)

learn-pr/wwl/design-ai-agents-business-solutions/includes/2-define-core-tenets-responsible-ai-guidelines-ai-business-solutions.md

@@ -76,5 +76,4 @@ AI business solutions—such as Copilot experiences, autonomous agents, and anal
 
 ## References
 
-- Microsoft Responsible AI Principles and Approach
-  https://www.microsoft.com/ai/principles-and-approach
+- [Microsoft Responsible AI Principles and Approach](https://www.microsoft.com/ai/principles-and-approach)

learn-pr/wwl/design-ai-agents-business-solutions/includes/3-design-business-terms-copilot-dynamics-365-apps-customer-experience-service.md

@@ -190,6 +190,6 @@ Role-specific service forms
 
 ## References
 
-- Configure Copilot in Dynamics 365 Customer Service - Microsoft Learn [Configure Copilot](/training/modules/configure-copilot/)
+- [Configure Copilot in Dynamics 365 Customer Service](/training/modules/configure-copilot/)
 
 - [Business processes glossary](/dynamics365/guidance/business-processes/glossary)