diff --git a/eng/common/scripts/stress-testing/deploy-stress-tests.ps1 b/eng/common/scripts/stress-testing/deploy-stress-tests.ps1
index 02e91cc843ac..336854608b2b 100644
--- a/eng/common/scripts/stress-testing/deploy-stress-tests.ps1
+++ b/eng/common/scripts/stress-testing/deploy-stress-tests.ps1
@@ -12,7 +12,10 @@ param(
     [switch]$Login,
 
     [Parameter(ParameterSetName = 'DoLogin')]
-    [string]$Subscription
+    [string]$Subscription,
+
+    # Default to true in Azure Pipelines environments
+    [switch] $CI = ($null -ne $env:SYSTEM_TEAMPROJECTID)
 )
 
 $ErrorActionPreference = 'Stop'
@@ -88,7 +91,7 @@ function DeployStressTests(
     Run helm repo update
     if ($LASTEXITCODE) { return $LASTEXITCODE }
 
-    $pkgs = FindStressPackages $searchDirectory $filters
+    $pkgs = FindStressPackages $searchDirectory $filters $CI
     Write-Host "" "Found $($pkgs.Length) stress test packages:"
     Write-Host $pkgs.Directory ""
     foreach ($pkg in $pkgs) {
@@ -106,6 +109,8 @@ function DeployStressTests(
         }
         exit 1
     }
+
+    Write-Host "`nStress test telemetry links (dashboard, fileshare, etc.): https://aka.ms/azsdk/stress/dashboard"
 }
 
 function DeployStressPackage(
diff --git a/eng/common/scripts/stress-testing/find-all-stress-packages.ps1 b/eng/common/scripts/stress-testing/find-all-stress-packages.ps1
index 4d567926f9f8..277f0919988f 100644
--- a/eng/common/scripts/stress-testing/find-all-stress-packages.ps1
+++ b/eng/common/scripts/stress-testing/find-all-stress-packages.ps1
@@ -9,7 +9,7 @@ class StressTestPackageInfo {
     [string]$ReleaseName
 }
 
-function FindStressPackages([string]$directory, [hashtable]$filters = @{}) {
+function FindStressPackages([string]$directory, [hashtable]$filters = @{}, [boolean]$CI = $false) {
     # Bare minimum filter for stress tests
     $filters['stressTest'] = 'true'
 
@@ -18,7 +18,7 @@ function FindStressPackages([string]$directory, [hashtable]$filters = @{}) {
     foreach ($chartFile in $chartFiles) {
         $chart = ParseChart $chartFile
         if (matchesAnnotations $chart $filters) {
-            $packages += NewStressTestPackageInfo $chart $chartFile
+            $packages += NewStressTestPackageInfo $chart $chartFile $CI
         }
     }
 
@@ -39,9 +39,17 @@ function MatchesAnnotations([hashtable]$chart, [hashtable]$filters) {
     return $true
 }
 
-function NewStressTestPackageInfo([hashtable]$chart, [System.IO.FileInfo]$chartFile) {
+function NewStressTestPackageInfo([hashtable]$chart, [System.IO.FileInfo]$chartFile, [boolean]$CI) {
+    $namespace = if ($CI) {
+        $chart.annotations.namespace
+    } else {
+        $namespace = if ($env:USER) { $env:USER } else { "${env:USERNAME}" }
+        # Remove spaces, etc. that may be in $namespace
+        $namespace -replace '\W'
+    }
+
     return [StressTestPackageInfo]@{
-        Namespace = $chart.annotations.namespace
+        Namespace = $namespace
         Directory = $chartFile.DirectoryName
         ReleaseName = $chart.name
     }