diff --git a/docs/Project.toml b/docs/Project.toml
index 43ecaaee..857d31ec 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -1,5 +1,7 @@
 [deps]
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+DocumenterCodeBlocks = "b6400b83-267f-4b55-9fd8-bffc853bdfd8"
 
 [compat]
 Documenter = "1.8"
+DocumenterCodeBlocks = "1.3"
diff --git a/docs/make.jl b/docs/make.jl
index a37b0cd9..1ef49403 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -1,8 +1,12 @@
 using Documenter, GPUArrays
+using DocumenterCodeBlocks: CodeBlocks
 
 function main()
     makedocs(
         modules = [GPUArrays],
+        plugins = [
+            CodeBlocks(; line_counter = :named),
+        ],
         format = Documenter.HTML(
             # Use clean URLs on CI
             prettyurls = get(ENV, "CI", nothing) == "true",