diff --git a/docs/instrumenting/exporters.md b/docs/instrumenting/exporters.md
index 39be870ec..20fc03522 100644
--- a/docs/instrumenting/exporters.md
+++ b/docs/instrumenting/exporters.md
@@ -372,6 +372,6 @@ practices.
    * Java/JVM: [EclipseLink metrics collector](https://github.com/VitaNuova/eclipselinkexporter)
    * Java/JVM: [Hystrix metrics publisher](https://github.com/ahus1/prometheus-hystrix)
    * Java/JVM: [Jersey metrics collector](https://github.com/VitaNuova/jerseyexporter)
-   * Java/JVM: [Micrometer Prometheus Registry](https://micrometer.io/docs/registry/prometheus)
+   * Java/JVM: [Micrometer Prometheus Registry](https://docs.micrometer.io/micrometer/reference/implementations/prometheus.html)
    * Python-Django: [django-prometheus](https://github.com/korfuri/django-prometheus)
    * Node.js: [swagger-stats](https://github.com/slanatech/swagger-stats)
diff --git a/docs/instrumenting/writing_exporters.md b/docs/instrumenting/writing_exporters.md
index a9b4223df..6c43e09ec 100644
--- a/docs/instrumenting/writing_exporters.md
+++ b/docs/instrumenting/writing_exporters.md
@@ -345,7 +345,7 @@ in your `Collect()` method. For Python see
 [https://github.com/prometheus/client_python#custom-collectors](https://prometheus.github.io/client_python/collector/custom/)
 and for Java generate a `List<MetricFamilySamples>` in your collect
 method, see
-[StandardExports.java](https://github.com/prometheus/client_java/blob/master/simpleclient_hotspot/src/main/java/io/prometheus/client/hotspot/StandardExports.java)
+[StandardExports.java](https://github.com/prometheus/client_java/blob/simpleclient/simpleclient_hotspot/src/main/java/io/prometheus/client/hotspot/StandardExports.java)
 for an example.
 
 The reason for this is two-fold. Firstly, two scrapes could happen at
@@ -388,7 +388,7 @@ the Prometheus ecosystem, such metrics should be dropped.
 In the Java world, many instrumentation frameworks expose process-level
 and JVM-level stats such as CPU and GC. The Java client and JMX exporter
 already include these in the preferred form via
-[DefaultExports.java](https://github.com/prometheus/client_java/blob/master/simpleclient_hotspot/src/main/java/io/prometheus/client/hotspot/DefaultExports.java),
+[DefaultExports.java](https://github.com/prometheus/client_java/blob/simpleclient/simpleclient_hotspot/src/main/java/io/prometheus/client/hotspot/DefaultExports.java),
 so these should also be dropped.
 
 Similarly with other languages and frameworks.
diff --git a/docs/visualization/perses.md b/docs/visualization/perses.md
index 021782d25..494ba2018 100644
--- a/docs/visualization/perses.md
+++ b/docs/visualization/perses.md
@@ -26,7 +26,7 @@ login by default.
 ### Creating a Prometheus data source
 
 To learn about how to set up a data source in Perses, please refer
-to [Perses documentation](https://perses.dev/perses/docs/concepts/datasources).
+to [Perses documentation](https://perses.dev/perses/docs/concepts/datasource/).
 Once this connection to your Prometheus instance is configured, you are able to query it from the Dashboard and Explore
 views.