diff --git a/Docker-app-implementation.md b/Docker-app-implementation.md
index 32f9e81..81a60bf 100644
--- a/Docker-app-implementation.md
+++ b/Docker-app-implementation.md
@@ -61,7 +61,7 @@ Here's what happens when the BOINC client runs a Docker app:
 
 ### Unix
 
-[image](images/docker_unix.jpg)
+[[images/docker_unix.jpg]]
 
 The BOINC client runs ```docker_wrapper```
 (the app version's main program)
@@ -69,7 +69,7 @@ and communicates with it (pause/resume etc.)
 through shared memory, as with all BOINC apps.
 
 ```docker_wrapper``` interacts with Docker
-by running the Docker CLI program (using popen()).
+by running the Docker CLI program (using ```popen()```).
 It issues commands to list images, build an image,
 and start a container, and monitor the container.
 
@@ -77,7 +77,7 @@ and start a container, and monitor the container.
 input files into the container, and output files out of the container.
 It does this by either
 
-* using the 'docker cp' command.
+* using the ```docker cp``` command.
 * mounting the slot and project directories in the container,
 in which case the logic in the container is responsible for
 finding the files
@@ -88,7 +88,7 @@ This is controlled by the job config file, ```job.toml```.
 
 ### Windows
 
-[image](images/docker_win.jpg)
+[[images/docker_win.jpg]]
 
 Based on info in ```init_data.xml```,
 ```docker_wrapper``` picks a WSL distro.
@@ -101,7 +101,7 @@ which run in the WSL container.
 These commands build images, run Docker containers, etc.
 
 The WSL container shares the host filesystem.
-The shell's current directory is that of docker_wrapper,
+The shell's current directory is that of ```docker_wrapper```,
 namely the job's slot directory.
 Moving files in/out of the Docker container is done
 the same as in the Unix case.