diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 37857e0f..8976d7a6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,13 +6,13 @@ repos:
       - id: end-of-file-fixer
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.8
+    rev: v0.3.4
     hooks:
       - id: ruff
         args: [--fix]
 
   - repo: https://github.com/psf/black
-    rev: 23.12.0
+    rev: 24.3.0
     hooks:
     - id: black
       language_version: python3
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index ae672ff5..61deb3ef 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -237,6 +237,8 @@ Refer to the table below for a comprehensive summary of all CI tools employed to
 +----------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | `CodeFactor <https://www.codefactor.io/>`__        | Automated code review and analysis tools                                                                                          |
 +----------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
+| `Codacy <https://www.codacy.com/>`__               | Automated code review and analysis tools                                                                                          |
++----------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 
 
 5. Code testing with pytest
diff --git a/docs/source/installation.rst b/docs/source/installation.rst
index 20e3a759..4c1437ff 100644
--- a/docs/source/installation.rst
+++ b/docs/source/installation.rst
@@ -128,7 +128,7 @@ You can create a conda environment (i.e. with python 3.11) with:
 	conda create --name disdrodb-dev-py311 python=3.11 --no-default-packages
 	conda activate disdrodb-dev-py311
 
-Install the disdrodb package dependencies
+Install the package dependencies
 ............................................
 
 .. code-block:: bash
@@ -136,7 +136,7 @@ Install the disdrodb package dependencies
 	conda install --only-deps disdrodb
 
 
-Install the disdrodb package in editable mode
+Install the package in editable mode
 ................................................
 
 Install the disdrodb package in editable mode by executing the following command in the disdrodb repository's root:
@@ -146,7 +146,7 @@ Install the disdrodb package in editable mode by executing the following command
 	pip install -e ".[dev]"
 
 
-Install pre-commit code quality checks
+Install code quality checks
 ..............................................
 
 Install the pre-commit hook by executing the following command in the disdrodb repository's root:
diff --git a/docs/source/maintainers_guidelines.rst b/docs/source/maintainers_guidelines.rst
index c4e5ad7d..b453ca95 100644
--- a/docs/source/maintainers_guidelines.rst
+++ b/docs/source/maintainers_guidelines.rst
@@ -6,14 +6,14 @@ Maintainers Guidelines
 The section is dedicated to the DISDRODB core developers (maintainers).
 
 
-List of the core contributors
+Core contributors
 =================================
 
 * Current Release Manager : Ghiggi Gionata
 * Testing Team : Ghiggi Gionata
 
 
-Versions guidelines
+Versions Guidelines
 ========================
 
 DISDRODB uses `Semantic <https://semver.org/>`_ Versioning. Each release is associated with a git tag of the form X.Y.Z.
@@ -68,7 +68,7 @@ styled with `Book Theme <https://sphinx-book-theme.readthedocs.io/en/stable/inde
 All documentation source files are neatly organized in the ``docs/`` directory within the project's repository.
 
 
-Documentation generation
+Documentation Generation
 ---------------------------
 
 To build the documentation locally, follow the next three steps.
@@ -111,7 +111,7 @@ By following these steps, you should have a local version of the DISDRODB docume
 in the ``docs/build/html/`` directory, ready for review or deployment!
 
 
-Documentation deployment
+Documentation Deployment
 --------------------------
 
 A webhook is defined in the GitHub repository to trigger automatically the publication process to `ReadTheDocs <https://about.readthedocs.com/?ref=readthedocs.com>`__
@@ -124,7 +124,7 @@ This webhook is linked to the DISDRODB core developer.
 Ghiggi Gionata owns the `ReadTheDoc <https://readthedocs.org/>`__ account.
 
 
-Package release
+Package Release
 ==================
 
 A `GitHub Action <https://github.com/ltelab/disdrodb/actions>`_ is configured to automate the packaging and uploading process
@@ -144,7 +144,7 @@ Once the conda-forge recipe is updated, a new conda-forge package is released.
 The PyPI project and the conda-forge recipes are collaboratively maintained by core contributors of the project.
 
 
-Release process
+Release Process
 ----------------
 
 Before releasing a new version, the ``CHANGELOG.md`` file should be updated. Run
@@ -174,7 +174,7 @@ Create a new tag to trigger the release process.
 On GitHub, edit the release description to add the list of changes from the ``CHANGELOG.md`` file.
 
 
-Reviewing process
+Reviewing Process
 ====================
 
 
@@ -190,7 +190,7 @@ The review process is the following:
 
 
 
-Continuous integration
+Continuous Integration
 =======================
 
 Continuous Integration (CI) is a crucial practice in modern software development, ensuring that code changes are regularly integrated into the main codebase.
@@ -218,9 +218,11 @@ The table below summarizes the software tools utilized in our CI pipeline, descr
 +----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+
 | `Coveralls    <https://coveralls.io/>`__                                                           | Uses Coverage to track and analyze code coverage over time.      | `disdrodb  <https://coveralls.io/github/ltelab/disdrodb>`__                                  |
 +----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+
-| `CodeBeat      <https://codebeat.co/>`__                                                           | Automated code review and analysis tools                         | `disdrodb <https://codebeat.co/projects/github-com-ltelab-disdrodb-main/security_issues>`__  |
+| `CodeBeat      <https://codebeat.co/>`__                                                           | Automated code review and analysis tools                         | `disdrodb <https://codebeat.co/projects/github-com-ltelab-disdrodb-main>`__                  |
 +----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+
 | `CodeScene <https://codescene.com/>`__                                                             | Automated code review and analysis tools                         | `disdrodb <https://codescene.io/projects/36773>`__                                           |
 +----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+
 | `CodeFactor <https://www.codefactor.io/>`__                                                        | Automated code review and analysis tools                         | `disdrodb <https://www.codefactor.io/repository/github/ltelab/disdrodb>`__                   |
 +----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+
+| `Codacy      <https://www.codacy.com/>`__                                                          | Automated code review and analysis tools                         | `disdrodb <https://app.codacy.com/gh/ltelab/disdrodb/dashboard>`__                           |
++----------------------------------------------------------------------------------------------------+------------------------------------------------------------------+----------------------------------------------------------------------------------------------+