diff --git a/.travis.yml b/.travis.yml
index 2f9fb4764..4400f7e9e 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -44,7 +44,7 @@ script:
 - python -m pytest  # Have to use `python -m pytest` instead of `pytest` to add "{$builddir}/monkey/monkey" to sys.path.
 
 ## Calculate Code Coverage
-- coverage run -m pytest discover
+- coverage run -m pytest
 
 # Check JS code. The npm install must happen AFTER the flake8 because the node_modules folder will cause a lot of errors.
 - cd monkey_island/cc/ui
diff --git a/README.md b/README.md
index 39cf1519d..9e6bf5622 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,7 @@ The Infection Monkey supports a variety of platforms, documented [in the wiki](h
 ## Building the Monkey from source
 To deploy development version of monkey you should refer to readme in the [deployment scripts](deployment_scripts) folder.
 If you only want to build the monkey from source, see [Setup](https://github.com/guardicore/monkey/wiki/Setup#compile-it-yourself)
-and follow the instructions at the readme files under [infection_monkey](infection_monkey) and [monkey_island](monkey_island). 
+and follow the instructions at the readme files under [infection_monkey](monkey/infection_monkey) and [monkey_island](monkey/monkey_island). 
 
 ### Build status
 | Branch | Status |
@@ -64,7 +64,7 @@ and follow the instructions at the readme files under [infection_monkey](infecti
 In order to run all of the Unit Tests, run the command `python -m pytest` in the `monkey` directory. 
 
 To get a coverage report, first make sure the `coverage` package is installed using `pip install coverage`. Run the command 
-`coverage run -m unittest discover` in the `monkey` directory and then `coverage html`. The coverage report can be found in 
+`coverage run -m unittest` in the `monkey` directory and then `coverage html`. The coverage report can be found in 
 `htmlcov.index`.  
 
 ### Blackbox tests