diff --git a/server/apps/identity/intrastructure/services/placeholder.py b/server/apps/identity/intrastructure/services/placeholder.py
index 4944ef4e..bede3f75 100644
--- a/server/apps/identity/intrastructure/services/placeholder.py
+++ b/server/apps/identity/intrastructure/services/placeholder.py
@@ -17,7 +17,7 @@ class UserResponse(pydantic_model.BaseModel):
 # TODO: use redis-based caching
 @final
 class LeadCreate(http.BaseFetcher):
-    """Service around creating new users and fething their :term:`lead_id`."""
+    """Service around creating new users and fetching their :term:`lead_id`."""
 
     _url_path = '/users'
 
@@ -33,7 +33,7 @@ def __call__(
             timeout=self._api_timeout,
         )
         response.raise_for_status()
-        return UserResponse.parse_raw(response.text)
+        return UserResponse.model_validate_json(response.text)
 
 
 @final
diff --git a/server/apps/identity/views/user.py b/server/apps/identity/views/user.py
index add5b7ca..c4c19d16 100644
--- a/server/apps/identity/views/user.py
+++ b/server/apps/identity/views/user.py
@@ -31,7 +31,7 @@ class UserUpdateView(RatelimitMixin, UpdateView[User, UserUpdateForm]):
     ratelimit_key = 'ip'
     ratelimit_rate = '10/h'
     ratelimit_block = True
-    retelimit_method = ['POST', 'PUT']  # GET is safe
+    ratelimit_method = ['POST', 'PUT']  # GET is safe
 
     def get_object(self, queryset: QuerySet[User] | None = None) -> User:
         """We only work with the current user."""
diff --git a/server/apps/pictures/models.py b/server/apps/pictures/models.py
index 50d4ee20..66aaa9e8 100644
--- a/server/apps/pictures/models.py
+++ b/server/apps/pictures/models.py
@@ -22,5 +22,5 @@ class FavouritePicture(TimedMixin, models.Model):
     url = models.URLField()
 
     def __str__(self) -> str:
-        """Beatuful representation."""
+        """Beautiful representation."""
         return '<Picture {0} by {1}>'.format(self.foreign_id, self.user_id)
diff --git a/server/apps/pictures/views.py b/server/apps/pictures/views.py
index a52a3b9f..c698fccb 100644
--- a/server/apps/pictures/views.py
+++ b/server/apps/pictures/views.py
@@ -40,11 +40,11 @@ class DashboardView(CreateView[FavouritePicture, FavouritesForm]):
     success_url = reverse_lazy('pictures:dashboard')
 
     def get_context_data(self, **kwargs: Any) -> dict[str, Any]:
-        """Innject extra context to template rendering."""
-        fetch_puctures = container.instantiate(pictures_fetch.PicturesFetch)
+        """Inject extra context to template rendering."""
+        fetch_pictures = container.instantiate(pictures_fetch.PicturesFetch)
 
         context = super().get_context_data(**kwargs)
-        context['pictures'] = fetch_puctures()  # sync http call, may hang
+        context['pictures'] = fetch_pictures()  # sync http call, may hang
         return context
 
     def get_form_kwargs(self) -> dict[str, Any]:
diff --git a/server/common/django/templates/common/includes/messages.html b/server/common/django/templates/common/includes/messages.html
index 7de6ef34..789614f3 100644
--- a/server/common/django/templates/common/includes/messages.html
+++ b/server/common/django/templates/common/includes/messages.html
@@ -1,6 +1,6 @@
 {% if messages %}
   {% for message in messages %}
-    {# We don't have any non-succesful messages just yet #}
+    {# We don't have any non-successful messages just yet #}
     <p>{{ message }}</p>
   {% endfor %}
 {% endif %}