diff --git a/.automation/update-actions-version.sh b/.automation/update-actions-version.sh
deleted file mode 100755
index 4cb76603..00000000
--- a/.automation/update-actions-version.sh
+++ /dev/null
@@ -1,211 +0,0 @@
-#!/bin/bash
-
-################################################################################
-############# Update the actions.yml with version @admiralawkbar ###############
-################################################################################
-
-############
-# Defaults #
-############\
-ACTION_FILE='action.yml' # Action file to update
-COMMIT_SHA=''            # Commit sha when PR is created
-PR_ID=''                 # Pull Request NUmber when generated
-VERSION=''               # Version of release pulled from api
-
-################################################################################
-############################ FUNCTIONS BELOW ###################################
-################################################################################
-################################################################################
-#### Function Header ###########################################################
-Header() {
-  echo "-------------------------------------------------------"
-  echo "----------- GitHub Update Release Version -------------"
-  echo "-------------------------------------------------------"
-}
-################################################################################
-#### Function GetReleaseVersion #########################################
-GetReleaseVersion() {
-  echo "-------------------------------------------------------"
-  echo "Getting the latest Release version from GitHub ..."
-
-  # Get the latest release on the Repository
-  GET_VERSION_CMD="$(echo "${RELEASE_NAME}" | grep -E -o "v[[:digit:]]+\.[[:digit:]]+\.[[:digit:]]+" 2>&1)"
-
-  # Load the error code
-  ERROR_CODE=$?
-
-  # Check the shell for errors
-  if [ "${ERROR_CODE}" -ne 0 ] || [ ${#GET_VERSION_CMD} -lt 1 ]; then
-    # Error
-    echo "ERROR! Failed to get the version!"
-    echo "ERROR:[${GET_VERSION_CMD}]"
-    exit 1
-  else
-    # Success
-    echo "Latest Version:[${GET_VERSION_CMD}]"
-  fi
-
-  # Set the version
-  VERSION=${GET_VERSION_CMD}
-}
-################################################################################
-#### Function UpdateActionFile #################################################
-UpdateActionFile() {
-  echo "-------------------------------------------------------"
-  echo "Updating the File:[$ACTION_FILE] with Version:[$VERSION]..."
-
-  # Validate we can see the file
-  if [ ! -f "${ACTION_FILE}" ]; then
-    # ERROR
-    echo "ERROR! Failed to find the file:[${ACTION_FILE}]"
-    exit 1
-  fi
-
-  # Update the file
-  UPDATE_CMD=$(sed -i "s|image:.*|image: 'docker://ghcr.io/github/super-linter:${VERSION}'|" "${ACTION_FILE}" 2>&1)
-
-  # Load the error code
-  ERROR_CODE=$?
-
-  # Check the shell for errors
-  if [ "${ERROR_CODE}" -ne 0 ]; then
-    # Failed to update file
-    echo "ERROR! Failed to update ${ACTION_FILE}!"
-    echo "ERROR:[${UPDATE_CMD}]"
-    exit 1
-  else
-    echo "Successfully updated file to:"
-    cat "${ACTION_FILE}"
-  fi
-}
-################################################################################
-#### Function CommitAndPush ####################################################
-CommitAndPush() {
-  echo "-------------------------------------------------------"
-  echo "Creating commit, and pushing to PR..."
-
-  # Commit the code to GitHub
-  COMMIT_CMD=$(
-    git checkout -b "Automation-Release-${VERSION}"
-    git add "${ACTION_FILE}"
-    git config --global user.name "SuperLinter Automation"
-    git config --global user.email "super_linter_automation@github.com"
-    git commit -m "Updating action.yml with new release version" 2>&1
-  )
-
-  # Load the error code
-  ERROR_CODE=$?
-
-  # Check the shell for errors
-  if [ "${ERROR_CODE}" -ne 0 ]; then
-    # ERROR
-    echo "ERROR! Failed to make commit!"
-    echo "ERROR:[$COMMIT_CMD]"
-    exit 1
-  else
-    echo "Successfully staged commmit"
-  fi
-
-  echo "-------------------------------------------------------"
-  # Push the code to the branch and create PR
-  PUSH_CMD=$(
-    git push --set-upstream origin "Automation-Release-${VERSION}"
-    gh pr create --title "Release-update-to-${VERSION}" --body "Automation Upgrade version ${VERSION} to action.yml" 2>&1
-  )
-
-  # Load the error code
-  ERROR_CODE=$?
-
-  # Check the shell for errors
-  if [ "${ERROR_CODE}" -ne 0 ]; then
-    # ERROR
-    echo "ERROR! Failed to create PR!"
-    echo "ERROR:[$PUSH_CMD]"
-    exit 1
-  else
-    echo "Successfully Created PR"
-  fi
-
-  # Get the pr number
-  for LINE in $PUSH_CMD; do
-    # echo "Line:[${LINE}]"
-    if [[ "${LINE}" == *"github.com"* ]]; then
-      # Getting the PR id
-      PR_ID=$(echo "${LINE}" | rev | cut -d'/' -f1 | rev)
-    fi
-  done
-
-  # get the current commit sha
-  COMMIT_SHA=$(git rev-parse HEAD 2>&1)
-
-  # Load the error code
-  ERROR_CODE=$?
-
-  # Check the shell for errors
-  if [ "${ERROR_CODE}" -ne 0 ]; then
-    # ERROR
-    echo "ERROR! Failed to get comit sha!"
-    echo "ERROR:[$COMMIT_SHA]"
-    exit 1
-  else
-    echo "Successfully grabbed commit sha"
-  fi
-
-}
-
-################################################################################
-#### Function SetActionsVariables ##############################################
-SetActionsVariables() {
-  # Set the variables back to Actions
-  echo "-------------------------------------------------------"
-  echo "Setting the variables back to GitHub Actions..."
-
-  echo "Setting RELEASE_VERSION:[${VERSION}]"
-  echo "RELEASE_VERSION=${VERSION}" >>"${GITHUB_ENV}"
-
-  echo "Setting PR_ID:[${PR_ID}]"
-  echo "PR_ID=${PR_ID}" >>"${GITHUB_ENV}"
-
-  echo "Setting COMMIT_SHA:[${COMMIT_SHA}]"
-  echo "COMMIT_SHA=${COMMIT_SHA}" >>"${GITHUB_ENV}"
-}
-################################################################################
-#### Function Footer ###########################################################
-Footer() {
-  echo "-------------------------------------------------------"
-  echo "The step has completed"
-  echo "-------------------------------------------------------"
-}
-################################################################################
-################################## MAIN ########################################
-################################################################################
-
-##########
-# Header #
-##########
-Header
-
-##########################
-# Get the latest version #
-##########################
-GetReleaseVersion
-
-##########################
-# Update the action file #
-##########################
-UpdateActionFile
-
-########################
-# Commit and push file #
-########################
-CommitAndPush
-
-#####################################
-# Set the variables back to Actions #
-#####################################
-SetActionsVariables
-
-##########
-# Footer #
-##########
-Footer
diff --git a/.github/workflows/deploy-RELEASE-standard.yml b/.github/workflows/deploy-RELEASE-standard.yml
index d2eee01b..5110f6bf 100644
--- a/.github/workflows/deploy-RELEASE-standard.yml
+++ b/.github/workflows/deploy-RELEASE-standard.yml
@@ -88,19 +88,6 @@ jobs:
           password: ${{ secrets.GCR_TOKEN }}
           registry: ghcr.io
 
-      #######################################
-      # Update actions.yml with new version #
-      #######################################
-      - name: Update actions.yml with release version and create PR
-        if: success()
-        run: ./.automation/update-actions-version.sh
-        # Note: script creates variables:
-        # PR_ID PR_REF RELEASE_VERSION COMMIT_SHA
-        env:
-          DEPLOY_KEY: ${{ secrets.DEPLOY_KEY }}
-          RELEASE_NAME: ${{ github.event.release.name }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
       ################
       # Docker cache #
       ################
@@ -146,28 +133,6 @@ jobs:
           rm -rf /tmp/.buildx-cache
           mv /tmp/.buildx-cache-new /tmp/.buildx-cache
 
-      #####################################################
-      # Create the Required status check for Stack Linter #
-      #####################################################
-      - name: Create Stack Linter Status
-        if: success()
-        run: |
-          curl -X POST --url "https://api.github.com/repos/${{ github.repository }}/statuses/${{ env.COMMIT_SHA }}" \
-            -H "Accept: application/vnd.github.v3+json" \
-            -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
-            --data '{	"state": "success",	"context": "Stack linter" }'
-
-      #################################
-      # Close the opened Pull Request #
-      #################################
-      - name: Close PR
-        if: success()
-        run: |
-          curl -X PUT --url "https://api.github.com/repos/${{ github.repository }}/pulls/${{ env.PR_ID }}/merge" \
-            -H "Accept: application/vnd.github.v3+json" \
-            -H "Authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
-            --data '{ "merge_method": "squash" }'
-
       #########################
       # Update Deployment API #
       #########################
diff --git a/action.yml b/action.yml
index 3886d9cf..963681c3 100644
--- a/action.yml
+++ b/action.yml
@@ -4,7 +4,7 @@ author: 'GitHub'
 description: 'It is a simple combination of various linters, written in bash, to help validate your source code.'
 runs:
   using: 'docker'
-  image: 'docker://ghcr.io/github/super-linter:v4.7.0'
+  image: 'docker://ghcr.io/github/super-linter:v4.7.1'
 branding:
   icon: 'check-square'
   color: 'white'
diff --git a/docs/release-process.md b/docs/release-process.md
new file mode 100644
index 00000000..b3a724c5
--- /dev/null
+++ b/docs/release-process.md
@@ -0,0 +1,30 @@
+# Creating GitHub Super-Linter Release
+
+The Process to create a `Release` of the **GitHub/Super-Linter** is as follows:
+
+- Every push to `master/main` triggers a build and deploy of the **GitHub/Super-linter**
+- This creates the following images:
+  - `github/super-linter:latest`
+  - `github/super-linter:slim-latest`
+- This also causes the `Release drafter` action to update a new draft Release
+
+When an *Admin* wants to create a Release, the process is as follows:
+- The *Admin* pushes an update to `master/main` and updates the `action.yml` to point to the next **Release** version
+  - Example: `image: 'docker://ghcr.io/github/super-linter:v4.6.2'` becomes: `image: 'docker://ghcr.io/github/super-linter:v4.6.3'`
+- Then the *admin* can go to the Release page and update the current `draft Release`
+- The *Admin* will set the correct version strings, and update any additional information in the current `draft Release`
+- Once the *Admin* is ready, they will select **Publish Release**
+- This triggers the **GitHub Actions** to take the current codebase, and build the containers, and deploy to their locations
+- This creates the following images:
+  - `github/super-linter:latest`
+  - `github/super-linter:v4`
+  - `github/super-linter:v4.6.3`
+  - `github/super-linter:slim-latest`
+  - `github/super-linter:slim-v4`
+  - `github/super-linter:slim-v4.6.3`
+- At this point, the Release is complete and images are available for general consumption
+
+## Pitfalls and Issues
+
+If the *Admin* Does not update the `action.yml` to the new version before the Release is published, then the Release will point back to the old version, and any Images will also be sent back to the previous version.
+This is very much a chicken and the egg issue, but seems to be easily resolved by following the correct path.