diff --git a/content/shared/influxdb3-admin/tokens/_index.md b/content/shared/influxdb3-admin/tokens/_index.md
index 5e80da36f..b2591ef98 100644
--- a/content/shared/influxdb3-admin/tokens/_index.md
+++ b/content/shared/influxdb3-admin/tokens/_index.md
@@ -95,7 +95,7 @@ curl "http://localhost:8181/write?db=DATABASE_NAME&u=admin&p=YOUR_AUTH_TOKEN" \
 Replace the following with your values:
 
 - {{% code-placeholder-key %}}`YOUR_AUTH_TOKEN`{{% /code-placeholder-key %}}: your {{% token-link %}}
-- {{% code-placeholder-key %}}`DATABASE_NAME`{{% /code-placeholder-key %}}: the name of the [database](/influxdb3/version/databases) you want to query
+- {{% code-placeholder-key %}}`DATABASE_NAME`{{% /code-placeholder-key %}}: the name of the [database](/influxdb3/version/admin/databases) you want to query
 
 To use tokens with other clients for {{< product-name >}},
 see the client-specific documentation:
diff --git a/content/shared/influxdb3-get-started/processing-engine.md b/content/shared/influxdb3-get-started/processing-engine.md
index ff89d969c..61fdea952 100644
--- a/content/shared/influxdb3-get-started/processing-engine.md
+++ b/content/shared/influxdb3-get-started/processing-engine.md
@@ -260,9 +260,9 @@ influxdb3 enable trigger \
 ## Next steps
 
 If you've completed this Get Started guide for {{% product-name %}},
-learn more about options and tools for:
+learn more about tools and options for:
 
-- [Writing data](/influxdb3/version/write-data/)
-- [Querying data](/influxdb3/version/query-data/)
-- [Processing data](/influxdb3/version/process-data/)
-- [Visualizing data](/influxdb3/version/visualize-data/)
+- [writing data](/influxdb3/version/write-data/)
+- [querying data](/influxdb3/version/query-data/)
+- [the processing engine and plugins](/influxdb3/version/plugins/)
+- [visualizing data](/influxdb3/version/visualize-data/)