readme: Fix typos

Signed-off-by: Christopher Crone <christopher.crone@docker.com>

README.md

@@ -16,7 +16,7 @@ If you don't have or want to use Docker for building you need to make sure you h
 
 And then you can call the same make targets but you need to pass it the `builder.Makefile` (`make -f builder.Makefile`).
 
-The new CLI delegates to the classic docker for default contexts ; delegation is done to `com.docker.cli`. 
+The new CLI delegates to the classic docker for default contexts ; delegation is done to `com.docker.cli`.
 * `make moby-cli-link` will create a `com.docker.cli` link in `/usr/local/bin` if you don't already have it from Docker Desktop
 
 ## Building the project
@@ -33,7 +33,7 @@ If you make changes to the `.proto` files, make sure to `make protos` to generat
 
 ## Tests
 
-### unit tests
+### Unit tests
 
 ```
 make test
@@ -44,34 +44,34 @@ If you need to update a golden file simply do `go test ./... -test.update-golden
 ### e2e tests
 
 ```
-make e2e_local
+make e2e-local
 ```
-This requires a local docker engine running
+This requires a local Docker Engine running
 
 ```
-AZURE_TENANT_ID="xxx" AZURE_CLIENT_ID="yyy" AZURE_CLIENT_SECRET="yyy" make e2e_aci
+AZURE_TENANT_ID="xxx" AZURE_CLIENT_ID="yyy" AZURE_CLIENT_SECRET="yyy" make e2e-aci
 ```
 
-This requires azure service principal credentials to login to azure. 
-To get the values to be set in local environment variables, you can create a new service principal once you're logged in azure (with `docker login azure`)    
+This requires azure service principal credentials to login to azure.
+To get the values to be set in local environment variables, you can create a new service principal once you're logged in azure (with `docker login azure`)
 ```
 az ad sp create-for-rbac --name 'MyTestServicePrincipal' --sdk-auth
 ```
-Running aci e2e tests will override your local login, the service principal credentials use a token that cannot be refreshed automatically. 
+Running the ACI e2e tests will override your local login, the service principal credentials use a token that cannot be refreshed automatically.
 You might need to run again `docker login azure` to properly use the command line after running ACI e2e tests.
 
-You can also run a single ACI test from the test suite : 
+You can also run a single ACI test from the test suite:
 ```
 TESTIFY=TestACIRunSingleContainer AZURE_TENANT_ID="xxx" AZURE_CLIENT_ID="yyy" AZURE_CLIENT_SECRET="yyy" make e2e-aci
 ```
 
 ## Release
 
-To create a new release:   
-* check that the CI is green on the master commit you want to release 
-* simply create a new tag of th form vx.y.z, following existing tags, and push the tag
+To create a new release:
+* check that the CI is green on the master commit you want to release
+* simply create a new tag of the form vx.y.z, following existing tags, and push the tag
 
-Pushing the tag will automatically ceate a new release and make binaries (mac, win, linux) available for download. 
+Pushing the tag will automatically create a new release and make binaries (mac, win, linux) available for download.
 
-Note: Linux binaries are not automatically copied to /docker/aci-integration-beta, if you want to make the linux binary publically available, you'll need to manually create a release in aci-integration-beta and upload the binary.  
+Note: Linux binaries are not automatically copied to /docker/aci-integration-beta, if you want to make the linux binary publically available, you'll need to manually create a release in aci-integration-beta and upload the binary.
 For Desktop integration, you need to make a PR in /docker/pinata and update the cli release number [here](https://github.com/docker/pinata/blob/master/build.json#L25)