diff --git a/.ci/build-pr.sh b/.ci/build-pr.sh
index 084974bd05..14a39f9fd5 100755
--- a/.ci/build-pr.sh
+++ b/.ci/build-pr.sh
@@ -1,7 +1,6 @@
 #!/usr/bin/env bash
 
 source $(dirname $0)/inc/logger.inc
-source $(dirname $0)/inc/setup-secrets.inc
 source $(dirname $0)/inc/regression-tester.inc
 source $(dirname $0)/inc/maven-dependencies.inc
 source ${HOME}/java.env
@@ -17,7 +16,6 @@ maven_dependencies_resolve
 case "$(uname)" in
     Linux*)
         log_info "Executing danger..."
-        pmd_ci_setup_env
         regression_tester_setup_ci
         regression_tester_executeDanger
         ;;
diff --git a/.ci/inc/regression-tester.inc b/.ci/inc/regression-tester.inc
index 9b66372071..1cd532716a 100644
--- a/.ci/inc/regression-tester.inc
+++ b/.ci/inc/regression-tester.inc
@@ -17,6 +17,11 @@ function regression_tester_setup_ci() {
         gem install bundler
     fi
 
+    # Token for danger to add comments to PRs
+    export DANGER_GITHUB_API_TOKEN=f2f658fd5e72410e465104b65805dd7245479666
+    # Token for uploading reports to chunk.io
+    export PMD_CI_CHUNK_TOKEN="pmd:dMvJ1TH3oOl76QHf04EJ"
+
     rm -f .bundle/config
     bundle config set --local path vendor/bundle
     bundle config set --local with release_notes_preprocessing
diff --git a/.github/workflows/pull-requests.yml b/.github/workflows/pull-requests.yml
index cecc0c1c54..b4ddafff2a 100644
--- a/.github/workflows/pull-requests.yml
+++ b/.github/workflows/pull-requests.yml
@@ -35,6 +35,5 @@ jobs:
         shell: bash
         env:
           MAVEN_OPTS: -Dmaven.wagon.httpconnectionManager.ttlSeconds=180 -Dmaven.wagon.http.retryHandler.count=3
-          PMD_CI_SECRET_PASSPHRASE: ${{ secrets.PMD_CI_SECRET_PASSPHRASE }}
           PMD_CI_BRANCH: ${{ github.ref }}
           PMD_CI_PULL_REQUEST_NUMBER: ${{ github.event.number }}