diff --git a/.github/actions/spelling/allow.txt b/.github/actions/spelling/allow.txt
index 097af98f..b8a4753c 100644
--- a/.github/actions/spelling/allow.txt
+++ b/.github/actions/spelling/allow.txt
@@ -106,7 +106,6 @@ Wannier
 XDG
 Zumsteinspitz
 aarch
-aarch64
 acfdt
 acl
 admin
@@ -123,6 +122,7 @@ bytecode
 capstor
 chatbot
 clariden
+codeowners
 concretise
 concretizer
 containerised
@@ -200,6 +200,7 @@ mkl
 mpi
 mps
 multitenancy
+nanoscale
 nanotron
 nccl
 netlib
diff --git a/.github/actions/spelling/patterns.txt b/.github/actions/spelling/patterns.txt
index 658b88ce..ac6ee39f 100644
--- a/.github/actions/spelling/patterns.txt
+++ b/.github/actions/spelling/patterns.txt
@@ -11,6 +11,9 @@ cuDNN
 Schrödinger
 GROningen
 Säntis
+ScaLAPACK
+VSCode
+aarch64
 
 # markdown figure
 !\[.*\]\(.*\)
@@ -37,4 +40,4 @@ https?:\/\/(www\.)?[-a-zA-Z0-9@:%._\+~#=]{1,256}\.[a-zA-Z0-9()]{1,6}\b([-a-zA-Z0
 [A-Za-z-_]+@[0-9]+(\.[.0-9]+)?(\+[0-9a-z]+)?
 
 # img tag
-<img.*\/>
+<img.*>
diff --git a/docs/software/devtools/linaro-ddt.md b/docs/software/devtools/linaro-ddt.md
index 26724fcd..2156d270 100644
--- a/docs/software/devtools/linaro-ddt.md
+++ b/docs/software/devtools/linaro-ddt.md
@@ -38,7 +38,7 @@ To use the DDT client with uenv, it must be launched in `Manual Launch` mode
     Click on `Manual launch`, set the number of processes to listen to, then wait for the Slurm job to start 
     (see the "on Alps" tab for how to start the Slurm job).
 
-    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/0.png" width="600" />
+    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/0.png" width="600">
 
 === "On Alps"
 
@@ -57,7 +57,7 @@ To use the DDT client with uenv, it must be launched in `Manual Launch` mode
 ### Start debugging
 
 By default, DDT will pause execution on the call to `MPI_Init`:
-<img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/1.png" width="600" />
+<img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/1.png" width="600">
 
 There are two mechanisms for controlling program execution:
 
@@ -65,13 +65,13 @@ There are two mechanisms for controlling program execution:
 
     Breakpoint(s) can be set by clicking in the margin to the left of the line number:
 
-    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/3.png" width="600" />
+    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/3.png" width="600">
 
 === "Stop at"
 
     Execution can be paused in every CUDA kernel launch by activating the default breakpoints from the `Control` menu:
 
-    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/4.png" width="400" />
+    <img src="https://raw.githubusercontent.com/jgphpc/cornerstone-octree/ddt/scripts/img/ddt/4.png" width="400">
 
 
 ??? example  "Debugging with 128 GPUs"
diff --git a/docs/software/devtools/linaro-map.md b/docs/software/devtools/linaro-map.md
index 6c44d073..49e4fc22 100644
--- a/docs/software/devtools/linaro-map.md
+++ b/docs/software/devtools/linaro-map.md
@@ -26,7 +26,7 @@ To open this file we can open the Linaro Forge Client on our local machine, navi
 
 After loading the report file we will be in the home of Linaro MAP.
 
-<img src="https://raw.githubusercontent.com/iomaganaris/alps-uenv/refs/heads/linaro_map_docs_archive/docs/images/map-home.png" width="800" />
+<img src="https://raw.githubusercontent.com/iomaganaris/alps-uenv/refs/heads/linaro_map_docs_archive/docs/images/map-home.png" width="800">
 
 ## Linaro Forge Performance Reports
 
diff --git a/docs/software/sciapps/quantumespresso.md b/docs/software/sciapps/quantumespresso.md
index 80957ee7..b8c43247 100644
--- a/docs/software/sciapps/quantumespresso.md
+++ b/docs/software/sciapps/quantumespresso.md
@@ -153,7 +153,3 @@ MPICH_GPU_SUPPORT_ENABLED=1 srun [...] $SCRATCH/qe-env/view/bin/pw.x < pw.in
 
 !!! warning
     The physical installation path is in `$SCRATCH/spack`, deleting this directory will leave the anonymous spack environment created in 3. with dangling symlinks.
-
-
-
-