diff --git a/ChangeLog.md b/ChangeLog.md
index a66a3a0d2..9ae1171e0 100644
--- a/ChangeLog.md
+++ b/ChangeLog.md
@@ -60,7 +60,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/) a
 
 ### Added
 
-- added dirty read support ([reading from followers](https://docs.arangodb.com/current/Manual/Administration/ActiveFailover/#reading-from-follower)) for AQL queries
+- added dirty read support ([reading from followers](https://www.arangodb.com/docs/stable/administration-active-failover.html#reading-from-follower)) for AQL queries
   - added `QueryOptions#allowDirtRead`
 
 ### Changed
diff --git a/README.md b/README.md
index 5e0d53fec..1d80eb11f 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-![ArangoDB-Logo](https://docs.arangodb.com/assets/arangodb_logo_2016_inverted.png)
+![ArangoDB-Logo](https://www.arangodb.com/docs/assets/arangodb_logo_2016_inverted.png)
 
 # Spring Data ArangoDB
 
diff --git a/docs/Drivers/SpringData/Reference/Repositories/Queries/QueryMethods.md b/docs/Drivers/SpringData/Reference/Repositories/Queries/QueryMethods.md
index ea158bff4..96c9de589 100644
--- a/docs/Drivers/SpringData/Reference/Repositories/Queries/QueryMethods.md
+++ b/docs/Drivers/SpringData/Reference/Repositories/Queries/QueryMethods.md
@@ -1,6 +1,7 @@
 # Query methods
 
-Queries using [ArangoDB Query Language (AQL)](https://docs.arangodb.com/current/AQL/index.html) can be supplied with the `@Query` annotation on methods.
+Queries using [ArangoDB Query Language (AQL)](https://www.arangodb.com/docs/stable/aql/index.html)
+can be supplied with the `@Query` annotation on methods.
 
 ## Passing collection name
 
@@ -48,7 +49,7 @@ public interface MyRepository extends ArangoRepository<Customer, String>{
 
 ### @BindVars
 
-In addition you can use a method parameter of type `Map<String, Object>` annotated with `@BindVars` as your bind parameters. You can then fill the map with any parameter used in the query. (see [here](https://docs.arangodb.com/3.1/AQL/Fundamentals/BindParameters.html#bind-parameters) for more Information about Bind Parameters).
+In addition you can use a method parameter of type `Map<String, Object>` annotated with `@BindVars` as your bind parameters. You can then fill the map with any parameter used in the query (also see [AQL Bind Parameters](https://www.arangodb.com/docs/stable/aql/fundamentals-bind-parameters.html#bind-parameters)).
 
 ```java
 public interface MyRepository extends ArangoRepository<Customer, String>{