diff --git a/.github/workflows/vale-test.yml b/.github/workflows/vale-test.yml
new file mode 100644
index 0000000000..6a2efb9cf9
--- /dev/null
+++ b/.github/workflows/vale-test.yml
@@ -0,0 +1,25 @@
+name: Vale Test
+
+on:
+  pull_request:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  pull-requests: write
+  
+jobs:
+  vale:
+    name: Vale Grammar and Style Check
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v6
+
+      - name: Run Vale
+        uses: vale-cli/vale-action@v2
+        with:
+          version: 3.12.0
+          files: '["docs/", "src/pages/"]'
+          reporter: github-pr-review
diff --git a/.vale.ini b/.vale.ini
new file mode 100644
index 0000000000..ec3a21004c
--- /dev/null
+++ b/.vale.ini
@@ -0,0 +1,14 @@
+StylesPath = vale-styles
+
+Vocab = RTS
+
+[formats]
+mdx = md
+
+[*.{md,mdx}]
+BasedOnStyles = Vale, TitleCase
+
+Vale.Spelling = YES
+Vale.Repetition = YES
+Vale.Terms = NO
+TitleCase.TitleCase = YES
diff --git a/docs/hpc/03_storage/02_data_transfers.md b/docs/hpc/03_storage/02_data_transfers.md
index 5152b80881..7604b4516a 100644
--- a/docs/hpc/03_storage/02_data_transfers.md
+++ b/docs/hpc/03_storage/02_data_transfers.md
@@ -26,7 +26,7 @@ logout
 
 ### Linux & Mac Tools
 
-#### `scp` And `rsync`
+#### `scp` and `rsync`
 :::warning
 Please use Data Transfer Nodes (DTNs) with these tools. While one can transfer data while on login nodes, it is  considered a bad practice because it can degrade the node's performance.
 :::
diff --git a/docs/hpc/vale-reviewdog-test.mdx b/docs/hpc/vale-reviewdog-test.mdx
new file mode 100644
index 0000000000..a27214e55e
--- /dev/null
+++ b/docs/hpc/vale-reviewdog-test.mdx
@@ -0,0 +1,9 @@
+# vale reviewdog test
+
+This is is a test.
+
+This sentence has a mispelled word: recieve.
+
+:::warning
+This is a warning.
+:::
diff --git a/vale-styles/TitleCase/TitleCase.yml b/vale-styles/TitleCase/TitleCase.yml
new file mode 100644
index 0000000000..d18b353e95
--- /dev/null
+++ b/vale-styles/TitleCase/TitleCase.yml
@@ -0,0 +1,14 @@
+extends: capitalization
+message: "'%s' should use title case"
+level: warning
+scope: heading
+match: $title
+style: Chicago
+exceptions:
+  - rclone
+  - rsync
+  - HDF5
+  - LMDB
+  - SLURM
+  - GPU
+  - HPC
diff --git a/vale-styles/config/vocabularies/RTS/accept.txt b/vale-styles/config/vocabularies/RTS/accept.txt
new file mode 100644
index 0000000000..89d2c44696
--- /dev/null
+++ b/vale-styles/config/vocabularies/RTS/accept.txt
@@ -0,0 +1,314 @@
+HPC
+sbatch
+rsync
+repo
+Carahsoft
+GCP's
+Burwood
+GPUs
+config
+hostname
+squeue
+vglrun
+CPUs
+Slurm
+scp
+NYU's
+hadoop
+kubernetes
+Dataproc
+autoscaling
+Autoscaling
+Dataproc's
+lefthand
+LLMs
+Portkey
+Agentic
+agentic
+langchain
+llamaindex
+catalouge
+chatbots
+Colab
+ACLs
+getfacl
+setfacl
+gsutil
+gcloud
+JSONLines
+json
+hdfs
+AMPLab
+Trino
+Conda
+prepopulated
+netids
+DOIs
+XQuartz
+walkthrough
+debian
+linux
+Linux
+Single-GPU
+sudo
+openconnect
+sms
+PI_One
+tandon_advanced
+tandon_priority
+courant
+lpinto
+bpeher
+lzanna
+RTXPro
+cds
+cilvr
+mren
+xwang
+Powershell
+cmd
+powershell
+exe
+Globus
+gDTNs
+Infiniband
+DTNs
+sharename
+rclone
+myquota
+inode
+inodes
+VSCode
+RStudio
+globus
+mfa
+png
+jpg
+lmd
+lmdb
+Tensorflow
+Pytorch
+numpy
+jpeg
+tibble
+Bcolz
+Zarr
+Parallelization
+RClone
+Rclone
+kevin
+susie's
+susie
+synset
+synsets
+Kaggle
+MJSynth
+segmentations
+Waymo
+Apptainer
+renv
+alphafold
+knitro
+amd
+lammps
+slurm
+comsol
+matlab
+mathematica
+stata
+squashfs
+gaussian
+vnc
+vscode
+julia
+sas
+xvfb
+jupyter
+schrodinger
+preemptible
+Preemptible
+Lmod
+modulefile
+Bioinformatics
+bioinformatics
+srun
+salloc
+sinfo
+squeue
+sacct
+scancel
+ncpus
+stdout
+stderr
+ntasks
+nvidia
+conda
+Nextflow
+venv
+virtualenv
+env
+mpi
+dplyr
+sqlite
+row_number
+rsqlite
+SQLite
+SQLiteStudio
+UI
+multithreaded
+namd
+MacOS
+Anthropic
+VertexAI
+Jupyter
+reauthentication
+whatis
+csv
+Biologics
+Epik
+pKa
+QSite
+subnet
+multiphysics
+Multiphysics
+Comsol
+Mathematica
+Simulink
+Mathworks
+Stata
+Stata's
+initio
+Knitro
+slurmctld
+lockfile
+Packrat
+vllm
+Syslabs
+vm
+Docker's
+penv
+line_profiler
+profiler
+Nsight
+multiple_workers
+ffcv
+ddp
+webpages
+gpus_per_node
+multinode
+Keras
+gpus
+Horovod
+MXNet
+Miniforge
+Preinstallation
+Miniconda
+bioconda
+pytorch
+PyTorch
+gzipped
+nyu
+miniforge
+nano
+readonly
+Qwen
+APIs
+SGLang
+img
+miniconda
+tokenizer
+return_tensors
+cuda
+Laiba
+Mehnaz
+pretrained
+Pretrained
+redownloading
+Tokenizer
+iPython
+my_env
+JBrowse
+bcftools
+Xeon
+Tandon
+Courant
+wget
+fb
+fastq
+mkdir
+mv
+wc
+stdin
+melanogaster
+gzip
+zcat
+whoami
+tempfiles
+spacebar
+subcolumns
+chmod
+VPNs
+Ctrl
+Hostname
+Nano
+subdir
+new_subdir
+kevyin
+libcurl
+dnf
+Wget
+homebrew
+walltime
+Greene
+fileserver
+nproc
+lscpu
+df
+tmp
+xfs
+zfs
+beegfs
+cifs
+gpfs
+nfs
+pvfs
+subcommand
+subcommands
+bugfix
+bioinformatic
+Amdahl
+amdahl
+Cyberinfrastructure
+DUAs
+Infographic
+requesters
+Emeriti
+onboarding
+formatters
+Regexes
+parallelization
+xyz
+du
+Solaris
+sftp
+Quickconnect
+data's
+scrollable
+Storable
+matchers
+chartfield
+Ceph
+facl
+Qualtrics
+netid
+snapshotting
+non-Windows
+Instruction-tuned
+Fine-tuning
+Matlab-Proxy
+Lua
+Multi-node
+TensorFlow
+nonconvex
+Non-NYU
+Scaling