diff --git a/docs/sources/alerting/best-practices/dynamic-labels.md b/docs/sources/alerting/best-practices/dynamic-labels.md
index 4c4078f7e2e..155b496d00a 100644
--- a/docs/sources/alerting/best-practices/dynamic-labels.md
+++ b/docs/sources/alerting/best-practices/dynamic-labels.md
@@ -283,7 +283,7 @@ This setup reproduces label flapping and shows how dynamic label values affect a
 
    {{< figure src="/media/docs/alerting/example-dynamic-labels-alert-history-page.png" max-width="750px" caption="You can find multiple transitions over time as the label value fluctuates." >}}
 
-   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/femr0gkp9vsowe/view" >}}
+   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/eep7oslk5u680e/view" >}}
 
 ## Considerations
 
@@ -325,4 +325,4 @@ Here's a list of additional resources related to this example:
 - [Stale alert instances](ref:stale-alert-instances) – Understand how Grafana resolves and removes stale alert instances.
 - [Handle missing data](ref:missing-data-guide) – Learn how Grafana distinguishes between missing series and `NoData`.
 - [Notification policies and routing](ref:notification-policies) – Create multiple notification policies to route alerts based on label values like `severity` or `team`.
-- [Dynamic label example in Grafana Play](https://play.grafana.org/alerting/grafana/femr0gkp9vsowe/view) - View this example in Grafana Play to explore alert instances and state transitions with dynamic labels.
+- [Dynamic label example in Grafana Play](https://play.grafana.org/alerting/grafana/eep7oslk5u680e/view) - View this example in Grafana Play to explore alert instances and state transitions with dynamic labels.
diff --git a/docs/sources/alerting/best-practices/dynamic-thresholds.md b/docs/sources/alerting/best-practices/dynamic-thresholds.md
index c70eb8394d2..4977dcc5c94 100644
--- a/docs/sources/alerting/best-practices/dynamic-thresholds.md
+++ b/docs/sources/alerting/best-practices/dynamic-thresholds.md
@@ -199,7 +199,7 @@ You can use the [TestData data source](ref:testdata-data-source) to replicate th
 
    {{< figure src="/media/docs/alerting/example-dynamic-thresholds-preview-v3.png" max-width="750px" caption="Alert preview evaluating multiple series with distinct threshold values" >}}
 
-   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/demqzyodxrd34e/view" >}}
+   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/aep7osljvuku8e/view" >}}
 
 ## Other use cases
 
diff --git a/docs/sources/alerting/best-practices/multi-dimensional-alerts.md b/docs/sources/alerting/best-practices/multi-dimensional-alerts.md
index 1d3c1a9129c..4523140248c 100644
--- a/docs/sources/alerting/best-practices/multi-dimensional-alerts.md
+++ b/docs/sources/alerting/best-practices/multi-dimensional-alerts.md
@@ -19,9 +19,9 @@ refs:
       destination: /docs/grafana-cloud/connect-externally-hosted/data-sources/testdata/
   table-data-example:
     - pattern: /docs/grafana/
-      destination: /docs/grafana/<GRAFANA_VERSION>/alerting/best-practices/multi-dimensional-alerts/table-data/
+      destination: /docs/grafana/<GRAFANA_VERSION>/alerting/best-practices/table-data/
     - pattern: /docs/grafana-cloud/
-      destination: /docs/grafana-cloud/alerting-and-irm/alerting/best-practices/multi-dimensional-alerts/table-data/
+      destination: /docs/grafana-cloud/alerting-and-irm/alerting/best-practices/table-data/
   annotations:
     - pattern: /docs/grafana/
       destination: /docs/grafana/<GRAFANA_VERSION>/alerting/fundamentals/alert-rules/annotation-label/#annotations
@@ -147,7 +147,7 @@ For demo purposes, this example uses the **Advanced mode** with a **Reduce** exp
 
    {{< figure src="/media/docs/alerting/using-expressions-with-multiple-series.png" max-width="750px" caption="The alert condition evaluates the reduced value for each alert instance and shows whether each instance is Firing or Normal." alt="Alert preview using a Reduce expression and a threshold condition" >}}
 
-   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/cemqwfn334npce/view" >}}
+   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/dep7osljedaf4a/view" >}}
 
 ## Learn more
 
@@ -155,5 +155,6 @@ This example shows how Grafana Alerting implements a multi-dimensional alerting
 
 For additional learning resources, check out:
 
-- [Get started with Grafana Alerting – Part 2](https://grafana.com/tutorials/alerting-get-started-pt2/)
+- [Get started tutorial – Create multi-dimensional alerts and route them](https://grafana.com/tutorials/alerting-get-started-pt2/)
 - [Example of alerting on tabular data](ref:table-data-example)
+  Update the interval of a rule group or modify the rules of the group.
diff --git a/docs/sources/alerting/best-practices/table-data.md b/docs/sources/alerting/best-practices/table-data.md
index 60a6cb341a9..a39530ef5a8 100644
--- a/docs/sources/alerting/best-practices/table-data.md
+++ b/docs/sources/alerting/best-practices/table-data.md
@@ -118,7 +118,7 @@ To test this quickly, you can simulate the table using the [**TestData** data so
 
    {{< figure src="/media/docs/alerting/example-table-data-preview.png" max-width="750px" alt="Alert preview with tabular data using the TestData data source" >}}
 
-   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/eemqylh1l8tfkf/view" >}}
+   {{< docs/play title="this alert example" url="https://play.grafana.org/alerting/grafana/eep7osljocvswa/view" >}}
 
 ## CSV data with Infinity