diff --git a/docs/content/development/adding-post-breach-actions.md b/docs/content/development/adding-post-breach-actions.md
index 419cbf641..a5445bfc9 100644
--- a/docs/content/development/adding-post-breach-actions.md
+++ b/docs/content/development/adding-post-breach-actions.md
@@ -29,7 +29,7 @@ from infection_monkey.post_breach.pba import PBA
 class MyNewPba(PBA):
 ```
 
-3. Set the action name in the C'tor, like so:
+3. Set the action name in the constructor, like so:
 
 ```python
 class MyNewPba(PBA):
diff --git a/docs/content/development/adding-system-info-collectors.md b/docs/content/development/adding-system-info-collectors.md
index c6c279a0a..d3df7f88a 100644
--- a/docs/content/development/adding-system-info-collectors.md
+++ b/docs/content/development/adding-system-info-collectors.md
@@ -29,7 +29,7 @@ from infection_monkey.system_info.system_info_collector import SystemInfoCollect
 class MyNewCollector(SystemInfoCollector):
 ```
 
-3. Set the Collector name in the C'tor, like so:
+3. Set the Collector name in the constructor, like so:
 
 ```py
 class MyNewCollector(SystemInfoCollector):
@@ -41,17 +41,13 @@ class MyNewCollector(SystemInfoCollector):
 
 Override the `collect` method with your own implementation. See the `EnvironmentCollector.py` Collector for reference. You can log during collection as well.
 
-#### Configuration
-
-Add the new collector to `infection_monkey/config.py`
-
 ### Island side
 
-#### Configuration
+#### Island Configuration
 
-##### `definitions`
+##### Definitions
 
-You'll need to add your Collector to the `config_schema.py` file, under `definitions/system_info_collectors_classes/anyOf`, like so:
+You'll need to add your Collector to the `monkey_island/cc/services/config_schema.py` file, under `definitions/system_info_collectors_classes/anyOf`, like so:
 
 ```json
 "system_info_collectors_classes": {
@@ -78,7 +74,7 @@ You'll need to add your Collector to the `config_schema.py` file, under `definit
 },
 ```
 
-##### `properties`
+##### properties
 
 Also, you can add the Collector to be used by default by adding it to the `default` key under `properties/monkey/system_info/system_info_collectors_classes`:
 
diff --git a/docs/content/reference/scanners/_index.md b/docs/content/reference/scanners/_index.md
index 25c2de099..cf047bb3b 100644
--- a/docs/content/reference/scanners/_index.md
+++ b/docs/content/reference/scanners/_index.md
@@ -36,9 +36,9 @@ Currently implemented Fingerprint modules are:
 
 To add a new scanner/fingerprinter, create a new class that inherits from [`HostScanner`][host-scanner] or [`HostFinger`][host-finger] (depending on the interface). The class should be under the network module and should be imported under [`network/__init__.py`](https://github.com/guardicore/monkey/blob/master/monkey/infection_monkey/network/__init__.py).
 
-To be used by default, two files need to be changed - [`config.py`](https://github.com/guardicore/monkey/blob/master/monkey/infection_monkey/config.py) and [`example.conf`](https://github.com/guardicore/monkey/blob/master/monkey/infection_monkey/example.conf) to add references to the new class.
+To be used by default, two files need to be changed - [`infection_monkey/config.py`](https://github.com/guardicore/monkey/blob/master/monkey/infection_monkey/config.py) and [`infection_monkey/example.conf`](https://github.com/guardicore/monkey/blob/master/monkey/infection_monkey/example.conf) to add references to the new class.
 
-At this point, the Monkey knows how to use the new scanner/fingerprinter but to make it easy to use, the UI needs to be updated. The relevant UI file is [`config.py`](https://github.com/guardicore/monkey/blob/master/monkey/monkey_island/cc/services/config.py) (not to be confused with the prior `config.py`).
+At this point, the Monkey knows how to use the new scanner/fingerprinter but to make it easy to use, the UI needs to be updated. The relevant UI file is [`monkey_island/cc/services/config.py`](https://github.com/guardicore/monkey/blob/master/monkey/monkey_island/cc/services/config.py).
 
  [elastic-finger]: https://github.com/guardicore/monkey/blob/develop/monkey/infection_monkey/network/elasticfinger.py
  [http-finger]: https://github.com/guardicore/monkey/blob/develop/monkey/infection_monkey/network/httpfinger.py