diff --git a/.github/CHANGELOG.md b/.github/CHANGELOG.md
index a9ce9c5368..3c75585e0d 100644
--- a/.github/CHANGELOG.md
+++ b/.github/CHANGELOG.md
@@ -14,7 +14,7 @@ This release brings a lot of improvements in the GUI regarding the management of
 You now have:
 * a complete new interface to manage Plugins' parameters and secrets. See [docs](https://intelowlproject.github.io/docs/IntelOwl/usage/#parameters)
 * a new "Search" section for advanced searches which leverages the optional (and renewed) [ElasticSearch](https://intelowlproject.github.io/docs/IntelOwl/advanced_configuration/#elasticsearch) integration
-* you can now create simple custom Analyzers, Pivots and Playbooks directly from the "Plugins" section without having to use the Django Admin or Python code.
+* you can now create simple custom Analyzers, Pivots and Playbooks directly from the "Plugins" section without having to use the Django Admin or Python code. See [docs](https://github.com/intelowlproject/docs/blob/main/docs/IntelOwl/usage.md#creating-analyzers-from-the-gui)
 
 A new [Ingestor](https://intelowlproject.github.io/docs/IntelOwl/usage/#ingestors) (Virustotal) and new [Analyzers](https://intelowlproject.github.io/docs/IntelOwl/usage/#analyzers-list) has been added from community contributors.
 
diff --git a/README.md b/README.md
index 1ff75db9ae..ceaf8576b9 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,6 @@
 [![Official Site](https://img.shields.io/badge/official-site-blue)](https://intelowlproject.github.io)
 [![Live Instance](https://img.shields.io/badge/live-demo-blue)](https://intelowl.honeynet.org)
 
-[![CodeFactor](https://www.codefactor.io/repository/github/intelowlproject/intelowl/badge)](https://www.codefactor.io/repository/github/intelowlproject/intelowl)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/)
 [![CodeQL](https://github.com/intelowlproject/IntelOwl/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/intelowlproject/IntelOwl/actions/workflows/codeql-analysis.yml)