diff --git a/bundle/config/mutator/rewrite_workspace_prefix.go b/bundle/config/mutator/rewrite_workspace_prefix.go
index 86487a17ec..9d69b11a19 100644
--- a/bundle/config/mutator/rewrite_workspace_prefix.go
+++ b/bundle/config/mutator/rewrite_workspace_prefix.go
@@ -44,7 +44,7 @@ func (m *rewriteWorkspacePrefix) Apply(ctx context.Context, b *bundle.Bundle) di
 				if strings.Contains(vv, path) {
 					diags = append(diags, diag.Diagnostic{
 						Severity:  diag.Warning,
-						Summary:   fmt.Sprintf("substring %q found in %q. Please update this to %q. For more information, please refer to: https://github.com/databricks/cli/blob/main/docs/release_notes/workspace_prefix.md", path, vv, strings.Replace(vv, "/Workspace/", "", 1)),
+						Summary:   fmt.Sprintf("substring %q found in %q. Please update this to %q. For more information, please refer to: https://docs.databricks.com/en/release-notes/bundles.html#workspace-paths-will-be-automatically-prefixed", path, vv, strings.Replace(vv, "/Workspace/", "", 1)),
 						Locations: v.Locations(),
 						Paths:     []dyn.Path{p},
 					})
diff --git a/bundle/config/mutator/rewrite_workspace_prefix_test.go b/bundle/config/mutator/rewrite_workspace_prefix_test.go
index 2cea75aab4..73c6d0e9b7 100644
--- a/bundle/config/mutator/rewrite_workspace_prefix_test.go
+++ b/bundle/config/mutator/rewrite_workspace_prefix_test.go
@@ -65,9 +65,9 @@ func TestNoWorkspacePrefixUsed(t *testing.T) {
 	require.Len(t, diags, 3)
 
 	expectedErrors := map[string]bool{
-		`substring "/Workspace/${workspace.root_path}" found in "/Workspace/${workspace.root_path}/file1.py". Please update this to "${workspace.root_path}/file1.py". For more information, please refer to: https://github.com/databricks/cli/blob/main/docs/release_notes/workspace_prefix.md`:             true,
-		`substring "/Workspace/${workspace.file_path}" found in "/Workspace/${workspace.file_path}/notebook1". Please update this to "${workspace.file_path}/notebook1". For more information, please refer to: https://github.com/databricks/cli/blob/main/docs/release_notes/workspace_prefix.md`:           true,
-		`substring "/Workspace/${workspace.artifact_path}" found in "/Workspace/${workspace.artifact_path}/jar1.jar". Please update this to "${workspace.artifact_path}/jar1.jar". For more information, please refer to: https://github.com/databricks/cli/blob/main/docs/release_notes/workspace_prefix.md`: true,
+		`substring "/Workspace/${workspace.root_path}" found in "/Workspace/${workspace.root_path}/file1.py". Please update this to "${workspace.root_path}/file1.py". For more information, please refer to: https://docs.databricks.com/en/release-notes/bundles.html#workspace-paths-will-be-automatically-prefixed`:             true,
+		`substring "/Workspace/${workspace.file_path}" found in "/Workspace/${workspace.file_path}/notebook1". Please update this to "${workspace.file_path}/notebook1". For more information, please refer to: https://docs.databricks.com/en/release-notes/bundles.html#workspace-paths-will-be-automatically-prefixed`:           true,
+		`substring "/Workspace/${workspace.artifact_path}" found in "/Workspace/${workspace.artifact_path}/jar1.jar". Please update this to "${workspace.artifact_path}/jar1.jar". For more information, please refer to: https://docs.databricks.com/en/release-notes/bundles.html#workspace-paths-will-be-automatically-prefixed`: true,
 	}
 
 	for _, d := range diags {
diff --git a/docs/release_notes/workspace_prefix.md b/docs/release_notes/workspace_prefix.md
deleted file mode 100644
index a1f53a0b67..0000000000
--- a/docs/release_notes/workspace_prefix.md
+++ /dev/null
@@ -1,17 +0,0 @@
-## /Workspace prefix
-
-This PR (https://github.com/databricks/cli/pull/1724) introduced the following changes:
-
-1. Default remote bundle paths became automatically prefixed with /Workspace prefix
-2. All usage of path strings like `/Workspace/${workspace.root_path}/...` and etc. in bundle configuration now automatically replaced with `${workspace.root_path}/...` and generates a warning as part of `bundle validate`
-
-If users have specified a custom `workspace.{root,artifact,file,state}_path`, then DABs will automatically ensure it is prefixed with /Workspace.
-
-This also means that if they use any of these as variables (for example, `my_config_path: /Workspace/${workspace.file_path}/config`), then they’ll need to update those entries to remove the `/Workspace` prefix to avoid the warning.
-
-If they pass along one of these as variables and prefix them in their code, they’ll need to update their code to no longer do this.
-
-The reason for this is the following:
-
-Historically, the workspace file system was rooted at `/`, with home directories under `/Users`, for example.
-To access workspace paths through the API you would use these paths directly. To access workspace paths from your code, you could use the `/Workspace` file path that mounts the workspace file system on Databricks clusters. Home directories were available under `/Workspace/Users`.  This duality proved inconvenient, and with the introduction of UC volumes it even became ambiguous (UC volumes are accessible under `/Volumes` ). To avoid both the duality of workspace paths and as well as ambiguity between workspace paths and UC volume paths, we’re now prefixing all workspace paths with `/Workspace`. This means they no longer need to be manually prefixed to be used as a POSIX path (e.g. to open a file from Python), nor is there ambiguity between workspace paths and UC volume paths.