diff --git a/website/docs/Quick-Start.md b/website/docs/Quick-Start.md
index 10f725bb..d8a19fe2 100644
--- a/website/docs/Quick-Start.md
+++ b/website/docs/Quick-Start.md
@@ -44,31 +44,23 @@ class BasicConfig:
     most_fancy_parameter: List[int]
 ```
 
-Next let's add two simple function(s) to our script. They both so the same thing but use our parameters in two different
-ways.
+Next let's add a simple function to our script. The function takes as an argument a `Spockspace` (in this case we type
+hint within Python so IDEs can autocomplete), thus we access our defined parameters from the class definition above via 
+dot notation (just like `Namespaces` as the output from argparsers).
 
 ```python
-def add_namespace(config):
+def add_values(config: BasicConfig):
     # Lets just do some basic algebra here
     val_sum = sum([(config.fancy_parameter * val) + config.fancier_parameter for val in config.most_fancy_parameter])
     # If the boolean is true let's round
     if config.parameter:
         val_sum = round(val_sum)
     return val_sum
-
-def add_by_parameter(multiply_param, list_vals, add_param, tf_round):
-    # Lets just do some basic algebra here
-    val_sum = sum([(multiply_param * val) + add_param for val in list_vals])
-    # If the boolean is true let's round
-    if tf_round:
-        val_sum = round(val_sum)
-    return val_sum
 ```
 
 Now, we build out the parameter objects by passing in the `spock` objects (as `*args`) to the `SpockBuilder` 
-and chain call the `generate` method. The returned namespace object contains the defined classes named with the given
-`spock` class name. We then can pass the whole object to our first function or specific parameters to our
-second function.
+and chain call the `generate` method. The returned object contains the defined classes named with the given
+`spock` class name which we call a `Spockspace`. We then simply pass `config.BasicConfig` to our function.
 
 ```python
 def main():
@@ -77,12 +69,8 @@ def main():
     # One can now access the Spock config object by class name with the returned namespace
     print(config.BasicConfig.parameter)
     # And pass the namespace to our first function
-    val_sum_namespace = add_namespace(config.BasicConfig)
+    val_sum_namespace = add_values(config.BasicConfig)
     print(val_sum_namespace)
-    # Or pass by parameter
-    val_sum_parameter = add_by_parameter(config.BasicConfig.fancy_parameter, config.BasicConfig.most_fancy_parameter, 
-                                         config.BasicConfig.fancier_parameter, config.BasicConfig.parameter)
-    print(val_sum_parameter)
 
 
 if __name__ == '__main__':
diff --git a/website/docs/addons/tuner/Basics.md b/website/docs/addons/tuner/Basics.md
index 1b168077..b6eeb818 100644
--- a/website/docs/addons/tuner/Basics.md
+++ b/website/docs/addons/tuner/Basics.md
@@ -56,7 +56,7 @@ X_train, X_valid, y_train, y_valid = train_test_split(X, y)
 
 ```
 
-The `@spockTuner` decorated classes are passed to the `CSpockBuilder` in the exact same way as basic `@spock` 
+The `@spockTuner` decorated classes are passed to the `SpockBuilder` in the exact same way as basic `@spock` 
 decorated classes. This returns a `spock` builder object which can be used to call different methods.
 
 ```python
diff --git a/website/docs/basics/Saving.md b/website/docs/basics/Saving.md
index 56df4fb5..5fc9a4b8 100644
--- a/website/docs/basics/Saving.md
+++ b/website/docs/basics/Saving.md
@@ -108,7 +108,7 @@ def main():
     print(config.ModelConfig)
 ```
 
-### Does the Directory Exit
+### Does the Directory Exist
 
 In either case, if the save path does not exist, it will not be created by default. To change this behavior, 
 set `create_save_path` when creating the builder.
@@ -139,7 +139,7 @@ def main():
     # A simple description
     description = 'spock Tutorial'
     # Build out the parser by passing in Spock config objects as *args after description
-    config = CSpockBuilder(ModelConfig, desc=description).save(file_name='cool_name_here').generate()
+    config = SpockBuilder(ModelConfig, desc=description).save(file_name='cool_name_here').generate()
     # One can now access the Spock config object by class name with the returned namespace
     # For instance...
     print(config.ModelConfig)