diff --git a/jobs/templates/swh-pipeline.yaml b/jobs/templates/swh-pipeline.yaml
index f89bfcf..8d0ad4d 100644
--- a/jobs/templates/swh-pipeline.yaml
+++ b/jobs/templates/swh-pipeline.yaml
@@ -1,116 +1,148 @@
 - job-template:
     name: "{name}/tests"
     project-type: pipeline
     sandbox: true
     numToKeep: 20
 
     dsl: |
       pipeline {{
         agent {{ label 'swh-tox' }}
         parameters {{
             gitParameter name: 'REVISION',
                 type: 'PT_REVISION',
                 defaultValue: 'master'
             string name: 'PHID',
                 description: 'PHID of the Phabricator target object on which results will be reported.'
         }}
 
         stages {{
           stage('Checkout') {{
             steps {{
+                withCredentials([
+                  string(credentialsId: 'swh-public-ci',
+                         variable: 'PHAB_CONDUIT_TOKEN')]) {{
+                  sh '''
+                  python3 -m pip install --user \
+                    git+https://framagit.org/douardda/pyarcanist.git
+                  if [ -n "$PHID" ]; then
+                    python3 -m pyarcanist send-message work $PHID
+                  fi
+                  '''
+                }}
                 checkout([$class: 'GitSCM',
                           branches: [[name: "${{params.REVISION}}"]],
                           doGenerateSubmoduleConfigurations: false,
                           extensions: [],
                           gitTool: 'Default',
                           submoduleCfg: [],
                           userRemoteConfigs: [[url: 'https://forge.softwareheritage.org/source/{display-name}.git']]
                         ])
             }}
           }}
 
           stage('Tests') {{
             parallel {{
               stage('Static analysis') {{
                 steps {{
                   echo 'flake8'
                   sh '''python3 -m tox -e flake8'''
 
                   echo 'radon';
                   sh  '''
                   mkdir -p reports
                   python3 -m pip install --user radon
                   python3 -m radon raw --json swh/ > reports/raw_report.json
                   python3 -m radon cc  --json swh/ > reports/cc_report.json
                   python3 -m radon mi  --json swh/ > reports/mi_report.json
                   python3 -m radon hal --json swh/ > reports/hal_report.json
                   python3 -m radon cc  --xml  swh/ > reports/cc_report.xml
                   '''
                 }}
               }} // static analysis
 
               stage('Unit tests') {{
                 options {{
                   timeout(time: 5, unit: 'MINUTES')
                 }}
                 steps {{
                   sh '''
-                  python3 -m tox -- \
+                  python3 -m tox -e py3 -- \
                     --cov-report=xml \
                     --junit-xml=test-results.xml
                   '''
                   }}
                 post {{
                   always {{
                     step([$class: 'CoberturaPublisher',
                           autoUpdateHealth: false,
                           autoUpdateStability: false,
                           coberturaReportFile: 'coverage.xml',
                           failNoReports: false,
                           failUnhealthy: false,
                           failUnstable: false,
                           maxNumberOfBuilds: 10,
                           onlyStable: false,
                           sourceEncoding: 'ASCII',
                           zoomCoverageChart: false])
                     // JUnit report
                     junit allowEmptyResults: true,
                           testResults: 'test-results.xml'
 
                     // disabled for now, requires the plugin Warning v5 (still in RC)
                     //recordIssues enabledForFailure: true,
                     //    tools: [[pattern: '**/reports/cc_report.xml', tool: [$class: 'Ccm']]]
                   }}
                 }} // post
               }} // unit tests
             }} // parallel
           }} // stage Tests
 
           stage('Build') {{
             steps {{
               sh 'python3 setup.py sdist bdist_wheel'
             }}
           }}
 
           stage('Publish') {{
-            when {{ buildingTag() }}
+            when {{ expression {{
+              GITTAG=sh(returnStdout: true, script:'git describe --exact-match 2>/dev/null || true').trim()
+              return GITTAG != ''
+              }}
+            }}
             steps {{
               withCredentials([
                  usernamePassword(credentialsId: 'test.pypi.org',
                                   usernameVariable: 'TWINE_USERNAME',
                                   passwordVariable: 'TWINE_PASSWORD')]) {{
                 sh 'python3 -m twine upload dist/*'
               }}
             }}
           }}
         }} // stages
 
         post {{
           always {{
             // Archive a few report files
             archiveArtifacts allowEmptyArchive: true,
                              artifacts: 'reports/*,*.xml,tox*.ini',
                              fingerprint: true
-          }}
+            withCredentials([
+                 string(credentialsId: 'swh-public-ci',
+                        variable: 'PHAB_CONDUIT_TOKEN')]) {{
+                  withEnv(["JOBSTATUS=${{currentBuild.currentResult}}"]) {{
+                  sh '''
+                  if [ "${JOBSTATUS}" = "SUCCESS" ]; then
+                    MSGTYPE=pass
+                  else
+                    MSGTYPE=fail
+                  fi
+                  echo "Current job status is $JOBSTATUS -> $MGSTYPE"
+                  if [ -n "$PHID" ]; then
+                    python3 -m pyarcanist send-message $MSGTYPE $PHID
+                  fi
+                  '''
+                  }} // withEnv
+                  }} // zithCredentials
+          }} // always
         }} // post
       }} // pipeline