diff --git a/docs/actions-reusable.md b/docs/actions-reusable.md
index 39d9bd6d8..cc0f9eea6 100644
--- a/docs/actions-reusable.md
+++ b/docs/actions-reusable.md
@@ -65,7 +65,7 @@ The entry point is a path to a script.
 For example:
 
 ```yaml
-run: python:latest python action/cli.py
+run: python:v2 python action/cli.py
 ```
 
 Where *action/cli.py* is:
diff --git a/docs/case-control-studies.md b/docs/case-control-studies.md
index b750e690f..a4cb1570b 100644
--- a/docs/case-control-studies.md
+++ b/docs/case-control-studies.md
@@ -93,7 +93,7 @@ Our *project.yaml* now includes the following action:
 actions:
   # ...
   matching:
-    run: python:latest python analysis/match.py
+    run: python:v2 python analysis/match.py
     needs: [extract_cases, extract_potential_controls]
     outputs:
       moderately_sensitive:
diff --git a/docs/getting-started/tutorial/creating-an-opensafely-project/index.md b/docs/getting-started/tutorial/creating-an-opensafely-project/index.md
index ae07510fd..26de55d94 100644
--- a/docs/getting-started/tutorial/creating-an-opensafely-project/index.md
+++ b/docs/getting-started/tutorial/creating-an-opensafely-project/index.md
@@ -338,7 +338,7 @@ This code reads the CSV of patient data, and saves a histogram of ages to a new
             dataset: output/dataset.csv.gz
 
       describe:
-        run: python:latest python analysis/report.py
+        run: python:v2 python analysis/report.py
         needs: [generate_dataset]
         outputs:
           moderately_sensitive: