diff --git a/.gitbook.yaml b/.gitbook.yaml
index 512c355d..dcbae7a3 100644
--- a/.gitbook.yaml
+++ b/.gitbook.yaml
@@ -80,3 +80,4 @@ redirects:
     rewards/df-basic: rewards/df-guides.md
     rewards/veocean: rewards/df-veocean.md
     rewards/df-max-out-yield: rewards/df-volumedf.md
+    rewards/df-guides.md: rewards/user-guides/README.md
\ No newline at end of file
diff --git a/SUMMARY.md b/SUMMARY.md
index 99438ef9..431110d8 100644
--- a/SUMMARY.md
+++ b/SUMMARY.md
@@ -126,7 +126,6 @@
   * [veOCEAN](rewards/df-veocean.md)
   * [Curate with Volume DF](rewards/df-volumedf.md)
   * [Predict with Challenge DF](rewards/df-challengedf.md)
-  * [Complete User Guides](rewards/df-guides.md)
   * [Emissions & APYs](rewards/df-emissions-apys.md)
   * [veOCEAN & DF FAQ](rewards/df-faq.md)
   - [📖 User Guides](rewards/user-guides/README.md)
diff --git a/predictoor/pdr-architecture.md b/predictoor/pdr-architecture.md
index 70295be6..32b87892 100644
--- a/predictoor/pdr-architecture.md
+++ b/predictoor/pdr-architecture.md
@@ -23,7 +23,7 @@ The template Predictoor bots, trader bots, trueval bot, and prediction feed publ
 Events emitted by contracts are indexed as Ocean subgraphs, to be consumed by predictoor.ai and the bots. The backend [subgraph README](https://github.com/oceanprotocol/pdr-backend/blob/main/READMEs/subgraph.md) has more info.
 
 ## Backend & Contract Details
-The section ["Predictoor Structure”](./pdr-intro.md#predictoor-structure) presented much of the Predictoor architecture.  
+The section ["Predictoor Structure”](pdr-intro.md#predictoor-structure) presented much of the Predictoor architecture.  
 
 The image below adds detail around the backend (bottom 1/3 of diagram). Let’s discuss.