diff --git a/.gitbook.yaml b/.gitbook.yaml
index e24dabce..1fc14649 100644
--- a/.gitbook.yaml
+++ b/.gitbook.yaml
@@ -137,4 +137,17 @@ redirects:
     predictoor/pdr-earn: predictoor/README.md
     predictoor/pdr-parameters: predictoor/README.md
     predictoor/pdr-faq: predictoor/README.md
-    predictoor/pdr-resources: predictoor/README.md
\ No newline at end of file
+    predictoor/pdr-resources: predictoor/README.md
+    data-farming/claim-rewards: data-farming/README.md
+    data-farming/reward-schedule: data-farming/README.md
+    data-farming/apys/: data-farming/README.md
+    data-farming/apys/estimated-apy-vs-time: data-farming/README.md
+    data-farming/apys/guide-to-estimating-apy: data-farming/README.md
+    data-farming/passive-df-and-veocean/: data-farming/README.md
+    data-farming/passive-df-and-veocean/guide-to-passive-df: data-farming/README.md
+    data-farming/passive-df-and-veocean/liquid-staking: data-farming/README.md
+    data-farming/volume-df/: data-farming/README.md
+    data-farming/volume-df/delegation-in-volume-df: data-farming/README.md
+    data-farming/volume-df/guide-to-volume-df: data-farming/README.md
+    data-farming/predictoor-df/: data-farming/predictoordf.md
+    data-farming/predictoor-df/guide-to-predictoor-df: data-farming/predictoordf-guide.md
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diff --git a/.gitbook/assets/data-farming/flow_of_value.png b/.gitbook/assets/data-farming/flow_of_value.png
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diff --git a/.gitbook/assets/data-farming/ranked_rewards_study.png b/.gitbook/assets/data-farming/ranked_rewards_study.png
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diff --git a/.gitbook/assets/data-farming/reward_schedule.png b/.gitbook/assets/data-farming/reward_schedule.png
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diff --git a/.gitbook/assets/data-farming/update-allocations.png b/.gitbook/assets/data-farming/update-allocations.png
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index aa7dca35..00000000
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diff --git a/.gitbook/assets/data-farming/veOCEAN-Delegation.png b/.gitbook/assets/data-farming/veOCEAN-Delegation.png
deleted file mode 100644
index 423f12f5..00000000
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diff --git a/.gitbook/assets/data-farming/volumeDF-page.png b/.gitbook/assets/data-farming/volumeDF-page.png
deleted file mode 100644
index e4a9535f..00000000
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diff --git a/SUMMARY.md b/SUMMARY.md
index 5707c28f..3f4aaaef 100644
--- a/SUMMARY.md
+++ b/SUMMARY.md
@@ -106,19 +106,8 @@
   * [What data is valuable?](data-scientists/data-engineers.md)
 * [👀 Predictoor](predictoor/README.md)
 * [💰 Data Farming](data-farming/README.md)
-  * [Passive DF (and veOCEAN)](data-farming/passive-df-and-veocean/README.md)
-    * [Guide to Passive DF](data-farming/passive-df-and-veocean/guide-to-passive-df.md)
-    * [Liquid Staking](data-farming/passive-df-and-veocean/liquid-staking.md)
-  * [Volume DF](data-farming/volume-df/README.md)
-    * [Guide to Volume DF](data-farming/volume-df/guide-to-volume-df.md)
-    * [Delegation in Volume DF](data-farming/volume-df/delegation-in-volume-df.md)
   * [Predictoor DF](data-farming/predictoordf.md)
     * [Guide to Predictoor DF](data-farming/predictoordf-guide.md)
-  * [Claim Rewards](data-farming/claim-rewards.md)
-  * [Reward Schedule](data-farming/reward-schedule.md)
-  * [APYs](data-farming/apys/README.md)
-    * [Estimated APY vs Time](data-farming/apys/estimated-apy-vs-time.md)
-    * [Guide to Estimating APY](data-farming/apys/guide-to-estimating-apy.md)
   * [FAQ](data-farming/faq.md)
 * [🔨 Infrastructure](infrastructure/README.md)
   * [Set Up a Server](infrastructure/setup-server.md)
diff --git a/data-farming/apys/README.md b/data-farming/apys/README.md
deleted file mode 100644
index 7884c934..00000000
--- a/data-farming/apys/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# APYs
-
diff --git a/data-farming/apys/estimated-apy-vs-time.md b/data-farming/apys/estimated-apy-vs-time.md
deleted file mode 100644
index f57ce99d..00000000
--- a/data-farming/apys/estimated-apy-vs-time.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Estimated APY vs Time
-
diff --git a/data-farming/apys/guide-to-estimating-apy.md b/data-farming/apys/guide-to-estimating-apy.md
deleted file mode 100644
index 1e09d1ba..00000000
--- a/data-farming/apys/guide-to-estimating-apy.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Guide to Estimating APY
-
diff --git a/data-farming/claim-rewards.md b/data-farming/claim-rewards.md
deleted file mode 100644
index 3622172c..00000000
--- a/data-farming/claim-rewards.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Claim Rewards
-
diff --git a/data-farming/passive-df-and-veocean/README.md b/data-farming/passive-df-and-veocean/README.md
deleted file mode 100644
index 82b24b47..00000000
--- a/data-farming/passive-df-and-veocean/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Passive DF (and veOCEAN)
-
diff --git a/data-farming/passive-df-and-veocean/guide-to-passive-df.md b/data-farming/passive-df-and-veocean/guide-to-passive-df.md
deleted file mode 100644
index cdc92534..00000000
--- a/data-farming/passive-df-and-veocean/guide-to-passive-df.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Guide to Passive DF
-
diff --git a/data-farming/passive-df-and-veocean/liquid-staking.md b/data-farming/passive-df-and-veocean/liquid-staking.md
deleted file mode 100644
index 156cc211..00000000
--- a/data-farming/passive-df-and-veocean/liquid-staking.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Liquid Staking
-
diff --git a/data-farming/reward-schedule.md b/data-farming/reward-schedule.md
deleted file mode 100644
index d0815ce4..00000000
--- a/data-farming/reward-schedule.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Reward Schedule
-
diff --git a/data-farming/volume-df/README.md b/data-farming/volume-df/README.md
deleted file mode 100644
index 23b36c6e..00000000
--- a/data-farming/volume-df/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Volume DF
-
diff --git a/data-farming/volume-df/delegation-in-volume-df.md b/data-farming/volume-df/delegation-in-volume-df.md
deleted file mode 100644
index 986164dd..00000000
--- a/data-farming/volume-df/delegation-in-volume-df.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Delegation in Volume DF
-
diff --git a/data-farming/volume-df/guide-to-volume-df.md b/data-farming/volume-df/guide-to-volume-df.md
deleted file mode 100644
index 1055c35e..00000000
--- a/data-farming/volume-df/guide-to-volume-df.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Guide to Volume DF
-