diff --git a/docs/guides/software-lifecycle/continuous-testing/.pre-commit-config.yaml b/docs/guides/software-lifecycle/continuous-testing/.pre-commit-config.yaml
index adb4a0475..6ee54e446 100644
--- a/docs/guides/software-lifecycle/continuous-testing/.pre-commit-config.yaml
+++ b/docs/guides/software-lifecycle/continuous-testing/.pre-commit-config.yaml
@@ -3,7 +3,7 @@ fail_fast: true  # Stops running hooks after the first failure
 
 repos:  # List of repositories containing pre-commit hooks
 
-  # Pre-commit hooks from the pre-commit-hooks repository
+  # Language-Agnostic Hooks
   - repo: https://github.com/pre-commit/pre-commit-hooks  # Repository URL
     rev: v4.5.0  # Version or commit hash to use
     hooks:  # List of hooks to be executed
@@ -11,47 +11,36 @@ repos:  # List of repositories containing pre-commit hooks
       - id: end-of-file-fixer  # Ensures that files end with a newline character
       - id: check-yaml  # Lints YAML files for syntax errors
       - id: check-xml  # Lints XML files for syntax errors
+      - id: check-json  # Checks JSON files for parsable syntax
       - id: check-added-large-files  # Checks for large files added to the repository
         args:
           - --maxkb=50000  # Specifies the maximum allowed file size in kilobytes
-      - id: check-json  # Checks JSON files for parsable syntax
-      - id: pretty-format-json  # Formats JSON files according to a standard
-        args:
-          - --autofix  # Automatically fixes formatting issues
+
+  # Language-Specific Hooks: Python
+  - repo: https://github.com/pre-commit/pre-commit-hooks  # Repository URL
+    rev: v4.5.0  # Version or commit hash to use
+    hooks:  # List of hooks to be executed
       - id: requirements-txt-fixer  # Sorts entries in requirements.txt alphabetically
       - id: check-ast  # Checks Python files for parse errors
       - id: detect-private-key  # Detects the presence of private keys in files
       - id: detect-aws-credentials  # Detects AWS credentials in the AWS CLI credentials file
         args:
           - --allow-missing-credentials  # Allows missing AWS credentials
-      - id: check-toml  # Lints TOML files for syntax errors
-
-  # Pre-commit hooks from the markdownlint-cli repository
-  - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: "v0.39.0"
-    hooks:
-      - id: markdownlint  # Lints Markdown files according to specified configuration
-        args: ["--config", ".markdownlintrc", "--ignore", "CHANGELOG.md"]
 
-  # Pre-commit hooks from the isort repository
+  # Language-Specific Hooks: Python
   - repo: https://github.com/PyCQA/isort
     rev: 5.13.2
     hooks:
       - id: isort  # Sorts Python import statements
-
-  # Pre-commit hooks from the black-pre-commit-mirror repository
-  - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.1.1
-    hooks:
       - id: black  # Formats Python code using the Black formatter
 
-  # Pre-commit hooks from the ruff-pre-commit repository
+  # Language-Specific Hooks: Ruby
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.2.1
     hooks:
       - id: ruff  # Runs Ruff, a Ruby static code analyzer
 
-  # Pre-commit hooks from the bandit repository
+  # General Security Checks
   - repo: https://github.com/PyCQA/bandit
     rev: "1.7.7"
     hooks: