diff --git a/README.md b/README.md
index 170b3f34cc..3c668938d9 100644
--- a/README.md
+++ b/README.md
@@ -68,7 +68,7 @@ For more documentation on how to configure Pyroscope server, see [our server doc
 The app UI and server are both installed and running automatically -- just start sending data!
 
 ### Grafana OSS
-You can run the Explore profiles UI in Grafana by installing the plugin from the [Grafana Plugin Directory](https://grafana.com/grafana/plugins/grafana-pyroscope-app/) 
+You can run the Explore profiles UI in Grafana by installing the plugin from the [Grafana Plugin Directory](https://grafana.com/grafana/plugins/grafana-pyroscope-app/)
 
 For more information, check out the [Explore Profiles README](https://github.com/grafana/explore-profiles)
 
@@ -137,7 +137,7 @@ Our documentation contains the most recent list of [supported languages] and als
 Let us know what other integrations you want to see in [our issues](https://github.com/grafana/pyroscope/issues?q=is%3Aissue+is%3Aopen+label%3Anew-profilers) or in [our slack](https://slack.grafana.com).
 
 [supported languages]: https://grafana.com/docs/pyroscope/latest/configure-client/
-[profile-types-languages]: https://grafana.com/docs/pyroscope/latest/view-and-analyze-profile-data/profiling-types/#available-profiling-types
+[profile-types-languages]: https://grafana.com/docs/pyroscope/latest/configure-client/profile-types/
 
 ## Credits
 
diff --git a/docs/sources/configure-client/grafana-alloy/java/_index.md b/docs/sources/configure-client/grafana-alloy/java/_index.md
index cdb72bf5da..7f2963b8e5 100644
--- a/docs/sources/configure-client/grafana-alloy/java/_index.md
+++ b/docs/sources/configure-client/grafana-alloy/java/_index.md
@@ -5,7 +5,7 @@ description: "Learn about using Grafana Alloy for continuous profiling Java proc
 weight: 20
 ---
 
-# Set up Java profilng using Grafana Alloy
+# Set up Java profiling using Grafana Alloy
 
 Grafana Alloy supports Java profiling.
 The collector configuration file is composed of components that are used to collect,
diff --git a/docs/sources/configure-client/trace-span-profiles/dotnet-span-profiles.md b/docs/sources/configure-client/trace-span-profiles/dotnet-span-profiles.md
index d0f54116ec..8d0320a29d 100644
--- a/docs/sources/configure-client/trace-span-profiles/dotnet-span-profiles.md
+++ b/docs/sources/configure-client/trace-span-profiles/dotnet-span-profiles.md
@@ -25,7 +25,7 @@ This integration lets you link traces with the profiling data and find resource
 * Because of how sampling profilers work, spans shorter than the sample interval may not be captured.
 {{< /admonition >}}
 
-For a more detailed list of supported profile types, refer to [Profile types]().
+For a more detailed list of supported profile types, refer to [Profile types](https://grafana.com/docs/pyroscope/<PYROSCOPE_VERSION/configure-client/profile-types/>).
 
 ## Before you begin