diff --git a/README.md b/README.md
index dace9474..6c3b3c51 100644
--- a/README.md
+++ b/README.md
@@ -11,10 +11,10 @@
 [![Downloads](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2Fsantoshkumarradha%2Fd98e2ad73502b4075f6a5f0ae4f5cae5%2Fraw%2Fbadge.json&style=flat&logo=download&logoColor=e8e5dc&color=0c0b09&labelColor=8b7355&cacheSeconds=3600)](https://github.com/Agent-Field/agentfield)
 [![Coverage](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2Fsantoshkumarradha%2F433fb09c2d54c3c2589125cfd3eb14a2%2Fraw%2Fbadge.json&style=flat&logo=github&logoColor=e8e5dc&color=0c0b09&labelColor=8b7355&cacheSeconds=3600)](https://github.com/Agent-Field/agentfield/actions/workflows/coverage.yml)
 [![Last Commit](https://img.shields.io/github/last-commit/Agent-Field/agentfield?style=flat&logo=git&logoColor=e8e5dc&color=0c0b09&labelColor=8b7355)](https://github.com/Agent-Field/agentfield/commits/main)
-[![Discord](https://img.shields.io/badge/discord-join%20us-0c0b09.svg?style=flat&labelColor=8b7355&logo=discord&logoColor=e8e5dc)](https://discord.gg/aBHaXMkpqh)
+[![Discord](https://img.shields.io/badge/discord-join%20us-0c0b09.svg?style=flat&labelColor=8b7355&logo=discord&logoColor=e8e5dc)](https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-header-badge)
 
 <!-- All outbound agentfield.ai links must use UTM parameters, not direct URLs. See assets/utm-links.csv for the full list — target URLs there are for verification and reference only, always use the UTM version in the README. Update both the README and the CSV when adding or changing links. -->
-**[Docs](https://agentfield.ai/docs/learn?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-docs)** · **[Quick Start](https://agentfield.ai/docs/learn/quickstart?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-quickstart)** · **[Python SDK](https://agentfield.ai/docs/reference/sdks/python?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-python-sdk)** · **[Go SDK](https://agentfield.ai/docs/reference/sdks/go?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-go-sdk)** · **[TypeScript SDK](https://agentfield.ai/docs/reference/sdks/typescript?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-typescript-sdk)** · **[REST API](https://agentfield.ai/docs/reference/sdks/rest-api?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-rest-api)** · **[Examples](#built-with-agentfield)** · **[Discord](https://discord.gg/aBHaXMkpqh)**
+**[Docs](https://agentfield.ai/docs/learn?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-docs)** · **[Quick Start](https://agentfield.ai/docs/learn/quickstart?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-quickstart)** · **[Python SDK](https://agentfield.ai/docs/reference/sdks/python?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-python-sdk)** · **[Go SDK](https://agentfield.ai/docs/reference/sdks/go?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-go-sdk)** · **[TypeScript SDK](https://agentfield.ai/docs/reference/sdks/typescript?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-typescript-sdk)** · **[REST API](https://agentfield.ai/docs/reference/sdks/rest-api?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-rest-api)** · **[Examples](#built-with-agentfield)** · **[Discord](https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-nav)**
 
 </div>
 
@@ -382,7 +382,7 @@ Most agent tools help you **write** agent logic. AgentField is what **runs** it
   </tr>
   <tr>
     <td align="center" width="50%">
-      <a href="https://agentfield.ai/github/cloudsecurity/?utm_source=github-readme&utm_campaign=github-readme&utm_content=cloudsec&utm_id=github-readme-cloudsec-repo">
+      <a href="https://agentfield.ai/github/cloudsecurity/?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-cloudsec-repo">
         <img src="assets/examples/cloud-security.png" alt="CloudSecurity AF" />
       </a>
       <br/>
@@ -390,7 +390,7 @@ Most agent tools help you **write** agent logic. AgentField is what **runs** it
       <br/>
       <sub>AI-native cloud infrastructure security scanner that performs shift-left attack path analysis directly from IaC, prioritizing the most dangerous risk chains before deployment.</sub>
       <br/><br/>
-      <a href="https://agentfield.ai/github/cloudsecurity/?utm_source=github-readme&utm_campaign=github-readme&utm_content=cloudsec&utm_id=github-readme-cloudsec-repo">View project →</a>
+      <a href="https://agentfield.ai/github/cloudsecurity/?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-cloudsec-repo">View project →</a>
     </td>
     <td align="center" width="50%">
       <a href="https://agentfield.ai/pr-af/?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-pr-af-repo">
@@ -406,7 +406,7 @@ Most agent tools help you **write** agent logic. AgentField is what **runs** it
   </tr>
 </table>
 
-[See all examples →](https://www.agentfield.ai/examples?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-see-all-examples)
+[See all examples →](https://agentfield.ai/examples?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-see-all-examples)
 
 Built something with AgentField? [Submit your project to be featured on the examples page](https://github.com/Agent-Field/agentfield/issues/new?template=community-project.md).
 
@@ -505,8 +505,8 @@ The thinking behind AgentField - essays on AI backends, harness orchestration, a
 
 <div align="center">
 
-[![Discord](https://img.shields.io/badge/Join%20Discord-d4a24a?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/aBHaXMkpqh)
-[![Twitter](https://img.shields.io/badge/Follow%20on%20X-0c0b09?style=for-the-badge&logo=x&logoColor=white)](https://x.com/agentfield_ai)
+[![Discord](https://img.shields.io/badge/Join%20Discord-d4a24a?style=for-the-badge&logo=discord&logoColor=white)](https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-community-badge)
+[![Twitter](https://img.shields.io/badge/Follow%20on%20X-0c0b09?style=for-the-badge&logo=x&logoColor=white)](https://agentfield.ai/x?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-x-follow)
 
 **[GitHub Issues](https://github.com/Agent-Field/agentfield/issues)** · **[Documentation](https://agentfield.ai/docs/learn?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-community-docs)** · **[Examples](https://agentfield.ai/docs/learn/examples?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-community-examples)**
 
diff --git a/assets/utm-links.csv b/assets/utm-links.csv
index 3f5670fd..61036525 100644
--- a/assets/utm-links.csv
+++ b/assets/utm-links.csv
@@ -32,3 +32,16 @@ Github Readme Learn More → blog-harness-black-box,https://agentfield.ai/blog/h
 Github Readme Learn More → blog-harness-membrane,https://agentfield.ai/blog/harness-as-membrane,https://agentfield.ai/blog/harness-as-membrane?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-blog-harness-membrane
 Github Readme Learn More → vs-frameworks,https://agentfield.ai/docs/learn/vs-frameworks,https://agentfield.ai/docs/learn/vs-frameworks?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-vs-frameworks
 Github Readme Learn More → full-docs,https://agentfield.ai/docs/learn,https://agentfield.ai/docs/learn?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-full-docs
+Github Readme The AI Backend → harness-banner,https://agentfield.ai/docs/build/intelligence/harness,https://agentfield.ai/docs/build/intelligence/harness?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-harness-banner
+Github Readme The AI Backend → prompt-to-production,https://agentfield.ai/docs/learn/build-with-claude-code,https://agentfield.ai/docs/learn/build-with-claude-code?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-prompt-to-production
+Github Readme What You Get → full-features,https://agentfield.ai/docs/learn/features,https://agentfield.ai/docs/learn/features?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-full-features
+Github Readme What You Get → explore-features,https://agentfield.ai/docs/learn/features,https://agentfield.ai/docs/learn/features?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-explore-features
+Github Readme Built with AF → pr-af-repo,https://agentfield.ai/pr-af/,https://agentfield.ai/pr-af/?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-pr-af-repo
+Github Readme Built with AF → see-all-examples,https://agentfield.ai/examples,https://agentfield.ai/examples?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-see-all-examples
+Github Readme Architecture → architecture,https://agentfield.ai/docs/learn/architecture,https://agentfield.ai/docs/learn/architecture?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-architecture
+Github Readme Community → community-docs,https://agentfield.ai/docs/learn,https://agentfield.ai/docs/learn?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-community-docs
+Github Readme Community → community-examples,https://agentfield.ai/docs/learn/examples,https://agentfield.ai/docs/learn/examples?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-community-examples
+Github Readme The AI Backend → discord-header-badge,https://agentfield.ai/discord,https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-header-badge
+Github Readme The AI Backend → discord-nav,https://agentfield.ai/discord,https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-nav
+Github Readme Community → discord-community-badge,https://agentfield.ai/discord,https://agentfield.ai/discord?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-discord-community-badge
+Github Readme Community → x-follow,https://agentfield.ai/x,https://agentfield.ai/x?utm_source=github-readme&utm_campaign=github-readme&utm_id=github-readme-x-follow