diff --git a/docs.it4i/software/debuggers/valgrind.md b/docs.it4i/software/debuggers/valgrind.md
index f08d8ce9dbadf8672565f4a50c581c0ff0303923..8c82a7e3683e05c1707ac7a2d1a5412593fda72c 100644
--- a/docs.it4i/software/debuggers/valgrind.md
+++ b/docs.it4i/software/debuggers/valgrind.md
@@ -15,24 +15,24 @@ The main tools available in Valgrind are:
 * **Hellgrind** and **DRD** can detect race conditions in multi-threaded applications.
 * **Cachegrind**, a cache profiler.
 * **Callgrind**, a callgraph analyzer.
-* For a full list and detailed documentation, refer to the [official Valgrind documentation][b].
+* For more information, refer to the [official Valgrind documentation][b].
 
 ## Installed Versions
 
 There are two versions of Valgrind available on Anselm.
 
 * Version 3.6.0, installed by operating system vendor in /usr/bin/valgrind. This version is available by default, without the need to load any module. This version however does not provide additional MPI support.
-* Version 3.9.0 with support for Intel MPI, available in [module][1] valgrind/3.9.0-impi. After loading the module, this version replaces the default valgrind.
+* Version 3.9.0 with support for Intel MPI, available in the `valgrind/3.9.0-impi` [module][1]. After loading the module, this version replaces the default Valgrind.
 
 There are two versions of Valgrind available on the Salomon.
 
 * Version 3.8.1, installed by operating system vendor in /usr/bin/valgrind. This version is available by default, without the need to load any module. However, this version does not provide additional MPI support. Also, it does not support AVX2 instructions - debugging of an AVX2-enabled executable with this version will fail
-* Version 3.11.0 built by ICC with support for Intel MPI, available in module Valgrind/3.11.0-intel-2015b. After loading the module, this version replaces the default Valgrind.
-* Version 3.11.0 built by GCC with support for OpenMPI, module Valgrind/3.11.0-foss-2015b
+* Version 3.11.0 built by ICC with support for Intel MPI, available in module `Valgrind/3.11.0-intel-2015b`. After loading the module, this version replaces the default Valgrind.
+* Version 3.11.0 built by GCC with support for OpenMPI, module `Valgrind/3.11.0-foss-2015b`
 
 ## Usage
 
-Compile the application which you want to debug as usual. It is advisable to add the compilation flags -g (to add debugging information to the binary so that you will see original source code lines in the output) and -O0 (to disable compiler optimizations).
+Compile the application which you want to debug as usual. It is advisable to add the compilation flags `-g` (to add debugging information to the binary so that you will see original source code lines in the output) and `-O0` (to disable compiler optimizations).
 
 For example, let us look at this C code, which has two problems:
 
@@ -52,7 +52,7 @@ int main(void)
 }
 ```
 
-Now, compile it with Intel compiler :
+Now, compile it with the Intel compiler :
 
 ```console
 $ module add intel
@@ -97,7 +97,7 @@ $ valgrind ./valgrind-example
     ==12652== ERROR SUMMARY: 1 errors from 1 contexts (suppressed: 6 from 6)
 ```
 
-In the output, we can see that Valgrind has detected both errors - the off-by-one memory access at line 5 and a memory leak of 40 bytes. If we want a detailed analysis of the memory leak, we need to run Valgrind with  --leak-check=full option:
+In the output, we can see that Valgrind has detected both errors - the off-by-one memory access at line 5 and a memory leak of 40 bytes. If we want a detailed analysis of the memory leak, we need to run Valgrind with the  `--leak-check=full` option:
 
 ```console
 $ valgrind --leak-check=full ./valgrind-example
@@ -135,7 +135,7 @@ $ valgrind --leak-check=full ./valgrind-example
     ==23856== ERROR SUMMARY: 2 errors from 2 contexts (suppressed: 6 from 6)
 ```
 
-Now we can see that the memory leak is due to the malloc() at line 6.
+Now we can see that the memory leak is due to `malloc()` at line 6.
 
 ## Usage With MPI
 
@@ -167,7 +167,7 @@ So it is better to use the MPI-enabled Valgrind from the module. The MPI version
 * Anselm: /apps/tools/valgrind/3.9.0/impi/lib/valgrind/libmpiwrap-amd64-linux.so
 * Salomon: $EBROOTVALGRIND/lib/valgrind/libmpiwrap-amd64-linux.so
 
-which must be included in the LD_PRELOAD environment variable.
+which must be included in the `LD_PRELOAD` environment variable.
 
 Let us look at this MPI example: