diff --git a/README.md b/README.md
index e1e0e0a50..a29dd9331 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ It's free and open-source forever!
 docker run --rm -it \
     -v $(pwd):/src \
     --entrypoint npm \
-    klakegg/hugo:ext-alpine \
+    hugomods/hugo:exts \
     install
 ```
 
@@ -31,7 +31,7 @@ docker run --rm -it \
 
 ```
 # starts hugo using the klakegg/hugo:ext-alpine docker image
-./hugo.sh server
+./hugo.sh server --bind=0.0.0.0
 ```
 
 #### Build
diff --git a/go.mod b/go.mod
index ca70d6707..f21603e64 100644
--- a/go.mod
+++ b/go.mod
@@ -3,3 +3,5 @@ module github.com/osrd-project/osrd-website
 go 1.21
 
 require github.com/osrd-project/docsy v0.0.1
+
+require github.com/google/docsy v0.10.0 // indirect
diff --git a/go.sum b/go.sum
index e51f50f92..6043892ce 100644
--- a/go.sum
+++ b/go.sum
@@ -1,4 +1,8 @@
 github.com/FortAwesome/Font-Awesome v0.0.0-20230802202706-f0c25837a3fe/go.mod h1:IUgezN/MFpCDIlFezw3L8j83oeiIuYoj28Miwr/KUYo=
+github.com/FortAwesome/Font-Awesome v0.0.0-20240402185447-c0f460dca7f7/go.mod h1:IUgezN/MFpCDIlFezw3L8j83oeiIuYoj28Miwr/KUYo=
+github.com/google/docsy v0.10.0 h1:6tMDacPwAyRWNCfvsn/9qGOZDQ8b0aRzjRZvnZPY5dg=
+github.com/google/docsy v0.10.0/go.mod h1:c0nIAqmRTOuJ01F85U/wJPQtc3Zj9N58Kea9bOT2AJc=
 github.com/osrd-project/docsy v0.0.1 h1:2v4y+BNwTimJG30yt+v1GsWw5KHZ5eKFH/bywXYyJ14=
 github.com/osrd-project/docsy v0.0.1/go.mod h1:fJCcfDe+OJ3Oq7b3NZCTAcJfx74/hBBhHAZM+Jya6aE=
 github.com/twbs/bootstrap v5.2.3+incompatible/go.mod h1:fZTSrkpSf0/HkL0IIJzvVspTt1r9zuf7XlZau8kpcY0=
+github.com/twbs/bootstrap v5.3.3+incompatible/go.mod h1:fZTSrkpSf0/HkL0IIJzvVspTt1r9zuf7XlZau8kpcY0=
diff --git a/hugo.sh b/hugo.sh
index 2728f0145..93ec2fb50 100755
--- a/hugo.sh
+++ b/hugo.sh
@@ -13,5 +13,6 @@ exec docker run --rm -it \
      -u "${new_uid}:${new_gid}" \
      -v "${root_dir}":/src \
      -e HUGO_CACHEDIR=/src/.hugo_cache \
-     -p 1313:1313 klakegg/hugo:ext-alpine \
+     --entrypoint hugo \
+     -p 1313:1313 hugomods/hugo:exts \
      "$@"
diff --git a/hugo.toml b/hugo.toml
index d5888cef9..d3adc0b59 100644
--- a/hugo.toml
+++ b/hugo.toml
@@ -218,7 +218,7 @@ enable = false
   # replacements = "github.com/google/docsy -> ../../docsy"
   [module.hugoVersion]
     extended = true
-    min = "0.121.2"
+    min = "0.135.0"
   [[module.imports]]
-    path = "github.com/osrd-project/docsy"
+    path = "github.com/google/docsy"
     disable = false
diff --git a/package.json b/package.json
index 110830f94..79d79b5e0 100644
--- a/package.json
+++ b/package.json
@@ -20,7 +20,7 @@
   },
   "devDependencies": {
     "autoprefixer": "^10.4.17",
-    "hugo-bin-extended": "^0.121.2",
+    "hugo-bin-extended": "^0.135.0",
     "postcss": "^8.4.33",
     "postcss-cli": "^11.0.0"
   }