diff --git a/website/docs/getting-started.md b/website/docs/getting-started.md
index 6f62dc8..89e024f 100644
--- a/website/docs/getting-started.md
+++ b/website/docs/getting-started.md
@@ -45,7 +45,7 @@ Built by the community, for the community. Join our working groups and help shap
 ### How-To Guides
 - **[Beginner](./how-to-guide/beginner/)** - Getting started guides for newcomers
 - **[Intermediate](./how-to-guide/intermediate/)** - Next-level guides for developers with basic knowledge  
-- **[Advanced](./how-to-guide/advanced/)** - Deep-dive technical guides for experienced developers
+- **Advanced** - Deep-dive technical guides for experienced developers (see [Cardano API](./how-to-guide/advanced/cardano-api.md) and [cardano-db-sync](./how-to-guide/advanced/cardano-db-sync.md))
 
 ### Tutorials
 - **Hands-On** - Interactive coding tutorials and workshops
diff --git a/website/docs/how-to-guide/intermediate/README.md b/website/docs/how-to-guide/intermediate/README.md
index e0df4aa..01532af 100644
--- a/website/docs/how-to-guide/intermediate/README.md
+++ b/website/docs/how-to-guide/intermediate/README.md
@@ -42,7 +42,7 @@ Before starting these guides, you should be comfortable with:
 1. Start with [Beginner Guides](../beginner/README.md) if you haven't already
 2. Join the [Developer Experience Working Group](../../working-group/readme.md) for hands-on sessions
 3. Practice with testnet before moving to mainnet
-4. Progress to [Advanced Guides](../advanced/README.md) when ready
+4. Progress to Advanced Guides when ready
 
 ## Getting Help
 
diff --git a/website/docs/working-group/q1-2025/sessions/01-kickoff-orientation/session-notes/readme.md b/website/docs/working-group/q1-2025/sessions/01-kickoff-orientation/session-notes/readme.md
index d0b5242..b75c4a9 100644
--- a/website/docs/working-group/q1-2025/sessions/01-kickoff-orientation/session-notes/readme.md
+++ b/website/docs/working-group/q1-2025/sessions/01-kickoff-orientation/session-notes/readme.md
@@ -39,7 +39,7 @@ Welcome to the Cardano ecosystem! This guide provides a comprehensive map of whe
 
 ---
 
-## ▸ Core Repositories
+## ▸ Core Repositories {#core-repositories}
 
 ### Cardano Node & Core Infrastructure
 
@@ -77,7 +77,7 @@ Welcome to the Cardano ecosystem! This guide provides a comprehensive map of whe
 
 ---
 
-## ▸ Documentation Resources
+## ▸ Documentation Resources {#documentation-resources}
 
 ### Official Documentation
 
@@ -98,7 +98,7 @@ Welcome to the Cardano ecosystem! This guide provides a comprehensive map of whe
 
 ---
 
-## ▸ Essential Tooling
+## ▸ Essential Tooling {#essential-tooling}
 
 ### Development Environments
 
@@ -126,7 +126,7 @@ Welcome to the Cardano ecosystem! This guide provides a comprehensive map of whe
 | **Eternl**           | Multi-platform wallet    | [eternl.io](https://eternl.io)                                                                                                 |
 | **Wallet Connector** | dApp integration library | [github.com/cardano-foundation/cardano-connect-with-wallet](https://github.com/cardano-foundation/cardano-connect-with-wallet) |
 
-### Block Explorers & APIs
+### Block Explorers & APIs {#block-explorers--apis}
 
 | Service              | Purpose                          | URL                                                  |
 | -------------------- | -------------------------------- | ---------------------------------------------------- |
diff --git a/website/docs/working-group/q1-2025/sessions/03-dev-environment-setup/session-notes/readme.md b/website/docs/working-group/q1-2025/sessions/03-dev-environment-setup/session-notes/readme.md
index e879f40..0475a09 100644
--- a/website/docs/working-group/q1-2025/sessions/03-dev-environment-setup/session-notes/readme.md
+++ b/website/docs/working-group/q1-2025/sessions/03-dev-environment-setup/session-notes/readme.md
@@ -115,7 +115,7 @@ API keys and endpoints vary by network (mainnet, preprod, preview).
 - Maintain separate configs for `mainnet`, `preprod`, and `preview`
 - Align node/CLI versions with official releases
 - Document project-specific steps in your repo `README` for team consistency
-- For deeper ecosystem links (wallets, SDKs, explorers), see [Essential Tooling](../../01-kickoff-orientation/session-notes/readme.md#essential-tooling) and [Block Explorers & APIs](../../01-kickoff-orientation/session-notes/readme.md#block-explorers-apis)
+- For deeper ecosystem links (wallets, SDKs, explorers), see [Essential Tooling](../../01-kickoff-orientation/session-notes/readme.md#essential-tooling) and [Block Explorers & APIs](../../01-kickoff-orientation/session-notes/readme.md#block-explorers--apis)
 
 ## Session Resources