From 1ceafb4a130153b50343f669ecf48f69b5bf945d Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 00:16:56 +0530
Subject: [PATCH 1/6] Add swedencentral region, explicit dependsOn for private
 endpoint, improved quota check fallback logic

---
 .github/workflows/deploy.yml        |   7 +-
 .github/workflows/job-deploy.yml    |   4 +-
 infra/main.bicep                    |   6 ++
 infra/main_custom.bicep             |   6 ++
 infra/scripts/checkquota.sh         | 134 +++++++++++++++++++++-------
 infra/scripts/quota_check_params.sh |  45 ++++++++--
 6 files changed, 154 insertions(+), 48 deletions(-)

diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 58ec8fca..7c425107 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -51,11 +51,8 @@ jobs:
         run: |
           chmod +x infra/scripts/checkquota.sh
           if ! infra/scripts/checkquota.sh; then
-            # If quota check fails due to insufficient quota, set the flag
-            if grep -q "No region with sufficient quota found" infra/scripts/checkquota.sh; then
-              echo "QUOTA_FAILED=true" >> $GITHUB_ENV
-            fi
-            exit 1  # Fail the pipeline if any other failure occurs
+            echo "QUOTA_FAILED=true" >> $GITHUB_ENV
+            exit 1
           fi
 
       - name: Send Notification on Quota Failure
diff --git a/.github/workflows/job-deploy.yml b/.github/workflows/job-deploy.yml
index c131651b..d1f413e6 100644
--- a/.github/workflows/job-deploy.yml
+++ b/.github/workflows/job-deploy.yml
@@ -337,9 +337,7 @@ jobs:
         run: |
           chmod +x infra/scripts/checkquota.sh
           if ! infra/scripts/checkquota.sh; then
-            if grep -q "No region with sufficient quota found" infra/scripts/checkquota.sh; then
-              echo "QUOTA_FAILED=true" >> $GITHUB_ENV
-            fi
+            echo "QUOTA_FAILED=true" >> $GITHUB_ENV
             exit 1
           fi
 
diff --git a/infra/main.bicep b/infra/main.bicep
index 9f4ec91e..e6b7a7df 100644
--- a/infra/main.bicep
+++ b/infra/main.bicep
@@ -20,6 +20,7 @@ param solutionName string = 'cps'
   'japaneast'
   'northeurope'
   'southeastasia'
+  'swedencentral'
   'uksouth'
 ])
 param location string
@@ -786,6 +787,11 @@ module avmAiServices 'modules/account/aifoundry.bicep' = {
 
 module cognitiveServicePrivateEndpoint 'br/public:avm/res/network/private-endpoint:0.12.0' = if (enablePrivateNetworking && empty(existingProjectResourceId)) {
   name: take('avm.res.network.private-endpoint.${solutionSuffix}', 64)
+  dependsOn: [
+    avmAiServices
+    virtualNetwork
+    avmPrivateDnsZones
+  ]
   params: {
     name: 'pep-aiservices-${solutionSuffix}'
     location: location
diff --git a/infra/main_custom.bicep b/infra/main_custom.bicep
index b2263f10..563f18bc 100644
--- a/infra/main_custom.bicep
+++ b/infra/main_custom.bicep
@@ -23,6 +23,7 @@ param solutionName string = 'cps'
   'japaneast'
   'northeurope'
   'southeastasia'
+  'swedencentral'
   'uksouth'
 ])
 param location string
@@ -789,6 +790,11 @@ module avmAiServices 'modules/account/aifoundry.bicep' = {
 
 module cognitiveServicePrivateEndpoint 'br/public:avm/res/network/private-endpoint:0.12.0' = if (enablePrivateNetworking && empty(existingProjectResourceId)) {
   name: take('avm.res.network.private-endpoint.${solutionSuffix}', 64)
+  dependsOn: [
+    avmAiServices
+    virtualNetwork
+    avmPrivateDnsZones
+  ]
   params: {
     name: 'pep-aiservices-${solutionSuffix}'
     location: location
diff --git a/infra/scripts/checkquota.sh b/infra/scripts/checkquota.sh
index a85b0db9..cb93439f 100644
--- a/infra/scripts/checkquota.sh
+++ b/infra/scripts/checkquota.sh
@@ -1,48 +1,71 @@
 #!/bin/bash
 
-# List of Azure regions to check for quota (update as needed)
-IFS=', ' read -ra REGIONS <<< "$AZURE_REGIONS"
+# Enhanced Quota Check Script - Finds available region for GPT-5.1 deployment
+# Automatically falls back to next available region if first choice has insufficient quota
 
+# Configuration
 SUBSCRIPTION_ID="${AZURE_SUBSCRIPTION_ID}"
-GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY}"
+GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY:-300}"  # Default to 300 TPM if not specified
 
-# Verify Azure CLI is already authenticated (via OIDC in the workflow)
-echo "Verifying Azure CLI authentication..."
+# List of valid Azure regions for GPT-5.1 GlobalStandard (must match Bicep @allowed values)
+ALLOWED_REGIONS=("australiaeast" "centralus" "eastasia" "eastus2" "japaneast" "northeurope" "southeastasia" "swedencentral" "uksouth")
+
+# Parse user-provided regions or use defaults
+if [[ -n "$AZURE_REGIONS" ]]; then
+    IFS=',' read -ra REGIONS <<< "$AZURE_REGIONS"
+else
+    REGIONS=("${ALLOWED_REGIONS[@]}")
+fi
+
+# Verify Azure CLI is authenticated
+echo "🔐 Verifying Azure CLI authentication..."
 if ! az account show > /dev/null 2>&1; then
-   echo "❌ Error: Azure CLI is not authenticated. Please log in using 'az login'"
-   exit 1
+    echo "❌ Error: Azure CLI is not authenticated. Please log in using 'az login'"
+    exit 1
 fi
 
+# Validate required environment variables
 echo "🔄 Validating required environment variables..."
-if [[ -z "$SUBSCRIPTION_ID" || -z "$GPT_MIN_CAPACITY" || -z "$REGIONS" ]]; then
-    echo "❌ ERROR: Missing required environment variables."
+if [[ -z "$SUBSCRIPTION_ID" ]]; then
+    echo "❌ ERROR: AZURE_SUBSCRIPTION_ID environment variable is not set."
     exit 1
 fi
 
-echo "🔄 Setting Azure subscription..."
+# Set the subscription
+echo "🔄 Setting Azure subscription to: $SUBSCRIPTION_ID"
 if ! az account set --subscription "$SUBSCRIPTION_ID"; then
     echo "❌ ERROR: Invalid subscription ID or insufficient permissions."
     exit 1
 fi
 echo "✅ Azure subscription set successfully."
 
-# Define models and their minimum required capacities
+# Model configuration
 declare -A MIN_CAPACITY=(
     ["OpenAI.GlobalStandard.gpt-5.1"]=$GPT_MIN_CAPACITY
 )
 
-VALID_REGION=""
-for REGION in "${REGIONS[@]}"; do
-    echo "----------------------------------------"
-    echo "🔍 Checking region: $REGION"
-
-    QUOTA_INFO=$(az cognitiveservices usage list --location "$REGION" --output json)
+echo "=========================================="
+echo "🔍 Quota Check Summary"
+echo "=========================================="
+echo "Subscription: $SUBSCRIPTION_ID"
+echo "Required Model: OpenAI.GlobalStandard.gpt-5.1"
+echo "Required Capacity: $GPT_MIN_CAPACITY TPM"
+echo "Checking Regions: ${REGIONS[@]}"
+echo "=========================================="
+
+# Function to check quota for a region
+check_region_quota() {
+    local region=$1
+    echo ""
+    echo "🔍 Checking region: $region"
+
+    QUOTA_INFO=$(az cognitiveservices usage list --location "$region" --output json 2>/dev/null)
     if [ -z "$QUOTA_INFO" ]; then
-        echo "⚠️ WARNING: Failed to retrieve quota for region $REGION. Skipping."
-        continue
+        echo "⚠️  WARNING: Failed to retrieve quota info for $region (service may be unavailable)"
+        return 1
     fi
 
-    INSUFFICIENT_QUOTA=false
+    local insufficient_quota=false
     for MODEL in "${!MIN_CAPACITY[@]}"; do
         MODEL_INFO=$(echo "$QUOTA_INFO" | awk -v model="\"value\": \"$MODEL\"" '
             BEGIN { RS="},"; FS="," }
@@ -50,9 +73,9 @@ for REGION in "${REGIONS[@]}"; do
         ')
 
         if [ -z "$MODEL_INFO" ]; then
-            echo "⚠️ WARNING: No quota information found for model: $MODEL in $REGION. Skipping."
-            INSUFFICIENT_QUOTA=true
-            continue
+            echo "⚠️  WARNING: Model $MODEL not available in $region"
+            insufficient_quota=true
+            return 1
         fi
 
         CURRENT_VALUE=$(echo "$MODEL_INFO" | awk -F': ' '/"currentValue"/ {print $2}' | tr -d ',' | tr -d ' ')
@@ -66,28 +89,71 @@ for REGION in "${REGIONS[@]}"; do
 
         AVAILABLE=$((LIMIT - CURRENT_VALUE))
 
-        echo "✅ Model: $MODEL | Used: $CURRENT_VALUE | Limit: $LIMIT | Available: $AVAILABLE"
+        echo "   Model: $MODEL"
+        echo "   Used: $CURRENT_VALUE | Limit: $LIMIT | Available: $AVAILABLE TPM"
 
         if [ "$AVAILABLE" -lt "${MIN_CAPACITY[$MODEL]}" ]; then
-            echo "❌ ERROR: $MODEL in $REGION has insufficient quota."
-            INSUFFICIENT_QUOTA=true
-            break
+            echo "   ❌ INSUFFICIENT: Need $((MIN_CAPACITY[$MODEL] - AVAILABLE)) more TPM"
+            insufficient_quota=true
+        else
+            echo "   ✅ SUFFICIENT: $AVAILABLE TPM available (Need: ${MIN_CAPACITY[$MODEL]} TPM)"
         fi
     done
 
-    if [ "$INSUFFICIENT_QUOTA" = false ]; then
+    if [ "$insufficient_quota" = false ]; then
+        return 0  # Region has sufficient quota
+    else
+        return 1  # Region has insufficient quota
+    fi
+}
+
+# Search for a valid region
+VALID_REGION=""
+for REGION in "${REGIONS[@]}"; do
+    if check_region_quota "$REGION"; then
         VALID_REGION="$REGION"
         break
     fi
-
 done
 
+# Output results
+echo ""
+echo "=========================================="
 if [ -z "$VALID_REGION" ]; then
-    echo "❌ No region with sufficient quota found. Blocking deployment."
-    echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
-    exit 0
+    echo "❌ DEPLOYMENT BLOCKED - No region with sufficient quota"
+    echo "=========================================="
+    echo ""
+    echo "⚠️  All checked regions have insufficient quota for GPT-5.1 GlobalStandard"
+    echo ""
+    echo "Options:"
+    echo "1. Request a quota increase: https://aka.ms/oai/quotarequest"
+    echo "2. Reduce gptDeploymentCapacity parameter (currently set to $GPT_MIN_CAPACITY TPM)"
+    echo "3. Try a different Azure subscription"
+    echo ""
+    echo "Deployment cannot proceed without sufficient quota."
+    
+    # Set failure flag for CI/CD pipelines
+    if [ -n "$GITHUB_ENV" ]; then
+        echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
+        echo "VALID_REGION=" >> "$GITHUB_ENV"
+    fi
+    exit 0  # Exit cleanly so CI can handle the failure
 else
-    echo "✅ Suggested Region: $VALID_REGION"
-    echo "VALID_REGION=$VALID_REGION" >> "$GITHUB_ENV"
+    echo "✅ DEPLOYMENT APPROVED - Valid region found"
+    echo "=========================================="
+    echo ""
+    echo "Selected Region: $VALID_REGION"
+    echo "This region has sufficient quota for GPT-5.1 GlobalStandard deployment"
+    echo ""
+    
+    # Export for CI/CD pipelines
+    if [ -n "$GITHUB_ENV" ]; then
+        echo "QUOTA_FAILED=false" >> "$GITHUB_ENV"
+        echo "VALID_REGION=$VALID_REGION" >> "$GITHUB_ENV"
+    fi
+    
+    # Also export as environment variable for immediate use
+    export VALID_REGION
+    echo "Environment variable set: VALID_REGION=$VALID_REGION"
     exit 0
 fi
diff --git a/infra/scripts/quota_check_params.sh b/infra/scripts/quota_check_params.sh
index e6fd625f..320a1d64 100644
--- a/infra/scripts/quota_check_params.sh
+++ b/infra/scripts/quota_check_params.sh
@@ -92,8 +92,8 @@ az account set --subscription "$AZURE_SUBSCRIPTION_ID"
 echo "🎯 Active Subscription: $(az account show --query '[name, id]' --output tsv)"
 
 # Default Regions to check (Comma-separated, now configurable)
-# GPT-5.1 Global Standard availability as of 2026-02
-DEFAULT_REGIONS="australiaeast,canadaeast,eastus2,japaneast,koreacentral,swedencentral,switzerlandnorth,uksouth"
+# These regions match Bicep @allowed values and support GPT-5.1 GlobalStandard as of 2026-02
+DEFAULT_REGIONS="eastus2,swedencentral,northeurope,southeastasia,uksouth,japaneast,eastasia,centralus,australiaeast"
 IFS=',' read -r -a DEFAULT_REGION_ARRAY <<< "$DEFAULT_REGIONS"
 
 # Read parameters (if any)
@@ -230,8 +230,23 @@ done
 
 if [ ${#TABLE_ROWS[@]} -eq 0 ]; then
     echo "--------------------------------------------------------------------------------------------------------------------"
-
-    echo "❌ No regions have sufficient quota for all required models. Please request a quota increase: https://aka.ms/oai/stuquotarequest"
+    echo "❌ DEPLOYMENT BLOCKED - No regions have sufficient quota for all required models."
+    echo "--------------------------------------------------------------------------------------------------------------------"
+    echo ""
+    echo "Please request a quota increase: https://aka.ms/oai/quotarequest"
+    echo ""
+    echo "Options:"
+    echo "1. Request quota increase for GPT-5.1 GlobalStandard"
+    echo "2. Reduce the gptDeploymentCapacity parameter (currently: 150 TPM)"
+    echo "3. Use a different Azure subscription"
+    echo ""
+    
+    # Set failure flag for CI/CD
+    if [ -n "$GITHUB_ENV" ]; then
+        echo "QUOTA_CHECK_FAILED=true" >> "$GITHUB_ENV"
+        echo "SELECTED_REGION=" >> "$GITHUB_ENV"
+    fi
+    exit 1
 else
     echo "---------------------------------------------------------------------------------------------------------------------"
     printf "| %-4s | %-20s | %-43s | %-10s | %-10s | %-10s |\n" "No." "Region" "Model Name" "Limit" "Used" "Available"
@@ -240,7 +255,25 @@ else
         echo "$ROW"
     done
     echo "---------------------------------------------------------------------------------------------------------------------"
-    echo "➡️  To request a quota increase, visit: https://aka.ms/oai/stuquotarequest"
+    
+    # Auto-select the first valid region
+    SELECTED_REGION="${VALID_REGIONS[0]}"
+    echo ""
+    echo "✅ DEPLOYMENT APPROVED"
+    echo "---------------------------------------------------------------------------------------------------------------------"
+    echo "Selected Region: $SELECTED_REGION"
+    echo "This region has sufficient quota for GPT-5.1 deployment"
+    echo ""
+    
+    # Export for CI/CD pipelines and future use
+    if [ -n "$GITHUB_ENV" ]; then
+        echo "QUOTA_CHECK_FAILED=false" >> "$GITHUB_ENV"
+        echo "SELECTED_REGION=$SELECTED_REGION" >> "$GITHUB_ENV"
+    fi
+    
+    # Also export as environment variable
+    export SELECTED_REGION
+    echo "Environment variable set: SELECTED_REGION=$SELECTED_REGION"
 fi
 
-echo "✅ Script completed."
\ No newline at end of file
+echo "✅ Quota check script completed."
\ No newline at end of file

From 0137481d58aa871b6e2dcdc1f37fe3c41fa9e47d Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 01:02:10 +0530
Subject: [PATCH 2/6] Fix quota check to use effective deployment capacity and
 region fallback

---
 infra/scripts/checkquota.sh | 55 +++++++++++++++++++++++++++++++++----
 1 file changed, 49 insertions(+), 6 deletions(-)

diff --git a/infra/scripts/checkquota.sh b/infra/scripts/checkquota.sh
index cb93439f..d9364037 100644
--- a/infra/scripts/checkquota.sh
+++ b/infra/scripts/checkquota.sh
@@ -5,14 +5,55 @@
 
 # Configuration
 SUBSCRIPTION_ID="${AZURE_SUBSCRIPTION_ID}"
-GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY:-300}"  # Default to 300 TPM if not specified
+# AZURE_ENV_GPT_MODEL_CAPACITY is the value used by deployment parameters; default stays at 300.
+DEPLOYMENT_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
+# GPT_MIN_CAPACITY remains supported for backward compatibility in workflows.
+GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY:-0}"
+
+# Prevent quota check/deployment mismatch by always checking at least deployment capacity.
+if [[ "$GPT_MIN_CAPACITY" =~ ^[0-9]+$ ]] && [[ "$DEPLOYMENT_CAPACITY" =~ ^[0-9]+$ ]]; then
+    if [ "$GPT_MIN_CAPACITY" -gt "$DEPLOYMENT_CAPACITY" ]; then
+        REQUIRED_CAPACITY="$GPT_MIN_CAPACITY"
+    else
+        REQUIRED_CAPACITY="$DEPLOYMENT_CAPACITY"
+    fi
+else
+    echo "❌ ERROR: GPT_MIN_CAPACITY and AZURE_ENV_GPT_MODEL_CAPACITY must be integers."
+    exit 1
+fi
 
 # List of valid Azure regions for GPT-5.1 GlobalStandard (must match Bicep @allowed values)
 ALLOWED_REGIONS=("australiaeast" "centralus" "eastasia" "eastus2" "japaneast" "northeurope" "southeastasia" "swedencentral" "uksouth")
 
-# Parse user-provided regions or use defaults
+# Parse user-provided regions or use defaults.
+# If user provides preferred regions, keep that priority and then append any
+# remaining allowed regions as automatic fallback candidates.
 if [[ -n "$AZURE_REGIONS" ]]; then
-    IFS=',' read -ra REGIONS <<< "$AZURE_REGIONS"
+    IFS=',' read -ra USER_REGIONS <<< "$AZURE_REGIONS"
+    REGIONS=()
+
+    # Keep user preference order first.
+    for region in "${USER_REGIONS[@]}"; do
+        clean_region="$(echo "$region" | xargs | tr '[:upper:]' '[:lower:]')"
+        if [[ -n "$clean_region" ]]; then
+            REGIONS+=("$clean_region")
+        fi
+    done
+
+    # Append remaining allowed regions for fallback.
+    for allowed_region in "${ALLOWED_REGIONS[@]}"; do
+        exists=false
+        for current_region in "${REGIONS[@]}"; do
+            if [[ "$current_region" == "$allowed_region" ]]; then
+                exists=true
+                break
+            fi
+        done
+
+        if [[ "$exists" == false ]]; then
+            REGIONS+=("$allowed_region")
+        fi
+    done
 else
     REGIONS=("${ALLOWED_REGIONS[@]}")
 fi
@@ -41,7 +82,7 @@ echo "✅ Azure subscription set successfully."
 
 # Model configuration
 declare -A MIN_CAPACITY=(
-    ["OpenAI.GlobalStandard.gpt-5.1"]=$GPT_MIN_CAPACITY
+    ["OpenAI.GlobalStandard.gpt-5.1"]=$REQUIRED_CAPACITY
 )
 
 echo "=========================================="
@@ -49,7 +90,9 @@ echo "🔍 Quota Check Summary"
 echo "=========================================="
 echo "Subscription: $SUBSCRIPTION_ID"
 echo "Required Model: OpenAI.GlobalStandard.gpt-5.1"
-echo "Required Capacity: $GPT_MIN_CAPACITY TPM"
+echo "Deployment Capacity: $DEPLOYMENT_CAPACITY TPM"
+echo "Minimum Quota Threshold Input: $GPT_MIN_CAPACITY TPM"
+echo "Effective Required Capacity: $REQUIRED_CAPACITY TPM"
 echo "Checking Regions: ${REGIONS[@]}"
 echo "=========================================="
 
@@ -127,7 +170,7 @@ if [ -z "$VALID_REGION" ]; then
     echo ""
     echo "Options:"
     echo "1. Request a quota increase: https://aka.ms/oai/quotarequest"
-    echo "2. Reduce gptDeploymentCapacity parameter (currently set to $GPT_MIN_CAPACITY TPM)"
+    echo "2. Reduce gptDeploymentCapacity parameter (currently set to $DEPLOYMENT_CAPACITY TPM)"
     echo "3. Try a different Azure subscription"
     echo ""
     echo "Deployment cannot proceed without sufficient quota."

From 5c12ef5393919a48292a10df9d608cf24f48b5ef Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 01:56:53 +0530
Subject: [PATCH 3/6] Add swedencentral replica region pairing for Log
 Analytics workspace replication

---
 infra/main.bicep        | 1 +
 infra/main_custom.bicep | 1 +
 2 files changed, 2 insertions(+)

diff --git a/infra/main.bicep b/infra/main.bicep
index e6b7a7df..34c40e41 100644
--- a/infra/main.bicep
+++ b/infra/main.bicep
@@ -171,6 +171,7 @@ var replicaRegionPairs = {
   japaneast: 'eastasia'
   northeurope: 'westeurope'
   southeastasia: 'eastasia'
+  swedencentral: 'northeurope'
   uksouth: 'westeurope'
   westeurope: 'northeurope'
 }
diff --git a/infra/main_custom.bicep b/infra/main_custom.bicep
index 563f18bc..71add0f0 100644
--- a/infra/main_custom.bicep
+++ b/infra/main_custom.bicep
@@ -174,6 +174,7 @@ var replicaRegionPairs = {
   japaneast: 'eastasia'
   northeurope: 'westeurope'
   southeastasia: 'eastasia'
+  swedencentral: 'northeurope'
   uksouth: 'westeurope'
   westeurope: 'northeurope'
 }

From 4fd854e80b7563eb432a829d25001cbe10f79ef4 Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 17:49:46 +0530
Subject: [PATCH 4/6] Revert non-Bicep changes from recent infra commits

---
 .github/workflows/deploy.yml        |   7 +-
 .github/workflows/job-deploy.yml    |   4 +-
 infra/scripts/checkquota.sh         | 179 ++++++----------------------
 infra/scripts/quota_check_params.sh |  45 +------
 4 files changed, 49 insertions(+), 186 deletions(-)

diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 7c425107..58ec8fca 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -51,8 +51,11 @@ jobs:
         run: |
           chmod +x infra/scripts/checkquota.sh
           if ! infra/scripts/checkquota.sh; then
-            echo "QUOTA_FAILED=true" >> $GITHUB_ENV
-            exit 1
+            # If quota check fails due to insufficient quota, set the flag
+            if grep -q "No region with sufficient quota found" infra/scripts/checkquota.sh; then
+              echo "QUOTA_FAILED=true" >> $GITHUB_ENV
+            fi
+            exit 1  # Fail the pipeline if any other failure occurs
           fi
 
       - name: Send Notification on Quota Failure
diff --git a/.github/workflows/job-deploy.yml b/.github/workflows/job-deploy.yml
index d1f413e6..c131651b 100644
--- a/.github/workflows/job-deploy.yml
+++ b/.github/workflows/job-deploy.yml
@@ -337,7 +337,9 @@ jobs:
         run: |
           chmod +x infra/scripts/checkquota.sh
           if ! infra/scripts/checkquota.sh; then
-            echo "QUOTA_FAILED=true" >> $GITHUB_ENV
+            if grep -q "No region with sufficient quota found" infra/scripts/checkquota.sh; then
+              echo "QUOTA_FAILED=true" >> $GITHUB_ENV
+            fi
             exit 1
           fi
 
diff --git a/infra/scripts/checkquota.sh b/infra/scripts/checkquota.sh
index d9364037..a85b0db9 100644
--- a/infra/scripts/checkquota.sh
+++ b/infra/scripts/checkquota.sh
@@ -1,114 +1,48 @@
 #!/bin/bash
 
-# Enhanced Quota Check Script - Finds available region for GPT-5.1 deployment
-# Automatically falls back to next available region if first choice has insufficient quota
+# List of Azure regions to check for quota (update as needed)
+IFS=', ' read -ra REGIONS <<< "$AZURE_REGIONS"
 
-# Configuration
 SUBSCRIPTION_ID="${AZURE_SUBSCRIPTION_ID}"
-# AZURE_ENV_GPT_MODEL_CAPACITY is the value used by deployment parameters; default stays at 300.
-DEPLOYMENT_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
-# GPT_MIN_CAPACITY remains supported for backward compatibility in workflows.
-GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY:-0}"
-
-# Prevent quota check/deployment mismatch by always checking at least deployment capacity.
-if [[ "$GPT_MIN_CAPACITY" =~ ^[0-9]+$ ]] && [[ "$DEPLOYMENT_CAPACITY" =~ ^[0-9]+$ ]]; then
-    if [ "$GPT_MIN_CAPACITY" -gt "$DEPLOYMENT_CAPACITY" ]; then
-        REQUIRED_CAPACITY="$GPT_MIN_CAPACITY"
-    else
-        REQUIRED_CAPACITY="$DEPLOYMENT_CAPACITY"
-    fi
-else
-    echo "❌ ERROR: GPT_MIN_CAPACITY and AZURE_ENV_GPT_MODEL_CAPACITY must be integers."
-    exit 1
-fi
-
-# List of valid Azure regions for GPT-5.1 GlobalStandard (must match Bicep @allowed values)
-ALLOWED_REGIONS=("australiaeast" "centralus" "eastasia" "eastus2" "japaneast" "northeurope" "southeastasia" "swedencentral" "uksouth")
-
-# Parse user-provided regions or use defaults.
-# If user provides preferred regions, keep that priority and then append any
-# remaining allowed regions as automatic fallback candidates.
-if [[ -n "$AZURE_REGIONS" ]]; then
-    IFS=',' read -ra USER_REGIONS <<< "$AZURE_REGIONS"
-    REGIONS=()
-
-    # Keep user preference order first.
-    for region in "${USER_REGIONS[@]}"; do
-        clean_region="$(echo "$region" | xargs | tr '[:upper:]' '[:lower:]')"
-        if [[ -n "$clean_region" ]]; then
-            REGIONS+=("$clean_region")
-        fi
-    done
-
-    # Append remaining allowed regions for fallback.
-    for allowed_region in "${ALLOWED_REGIONS[@]}"; do
-        exists=false
-        for current_region in "${REGIONS[@]}"; do
-            if [[ "$current_region" == "$allowed_region" ]]; then
-                exists=true
-                break
-            fi
-        done
-
-        if [[ "$exists" == false ]]; then
-            REGIONS+=("$allowed_region")
-        fi
-    done
-else
-    REGIONS=("${ALLOWED_REGIONS[@]}")
-fi
+GPT_MIN_CAPACITY="${GPT_MIN_CAPACITY}"
 
-# Verify Azure CLI is authenticated
-echo "🔐 Verifying Azure CLI authentication..."
+# Verify Azure CLI is already authenticated (via OIDC in the workflow)
+echo "Verifying Azure CLI authentication..."
 if ! az account show > /dev/null 2>&1; then
-    echo "❌ Error: Azure CLI is not authenticated. Please log in using 'az login'"
-    exit 1
+   echo "❌ Error: Azure CLI is not authenticated. Please log in using 'az login'"
+   exit 1
 fi
 
-# Validate required environment variables
 echo "🔄 Validating required environment variables..."
-if [[ -z "$SUBSCRIPTION_ID" ]]; then
-    echo "❌ ERROR: AZURE_SUBSCRIPTION_ID environment variable is not set."
+if [[ -z "$SUBSCRIPTION_ID" || -z "$GPT_MIN_CAPACITY" || -z "$REGIONS" ]]; then
+    echo "❌ ERROR: Missing required environment variables."
     exit 1
 fi
 
-# Set the subscription
-echo "🔄 Setting Azure subscription to: $SUBSCRIPTION_ID"
+echo "🔄 Setting Azure subscription..."
 if ! az account set --subscription "$SUBSCRIPTION_ID"; then
     echo "❌ ERROR: Invalid subscription ID or insufficient permissions."
     exit 1
 fi
 echo "✅ Azure subscription set successfully."
 
-# Model configuration
+# Define models and their minimum required capacities
 declare -A MIN_CAPACITY=(
-    ["OpenAI.GlobalStandard.gpt-5.1"]=$REQUIRED_CAPACITY
+    ["OpenAI.GlobalStandard.gpt-5.1"]=$GPT_MIN_CAPACITY
 )
 
-echo "=========================================="
-echo "🔍 Quota Check Summary"
-echo "=========================================="
-echo "Subscription: $SUBSCRIPTION_ID"
-echo "Required Model: OpenAI.GlobalStandard.gpt-5.1"
-echo "Deployment Capacity: $DEPLOYMENT_CAPACITY TPM"
-echo "Minimum Quota Threshold Input: $GPT_MIN_CAPACITY TPM"
-echo "Effective Required Capacity: $REQUIRED_CAPACITY TPM"
-echo "Checking Regions: ${REGIONS[@]}"
-echo "=========================================="
-
-# Function to check quota for a region
-check_region_quota() {
-    local region=$1
-    echo ""
-    echo "🔍 Checking region: $region"
-
-    QUOTA_INFO=$(az cognitiveservices usage list --location "$region" --output json 2>/dev/null)
+VALID_REGION=""
+for REGION in "${REGIONS[@]}"; do
+    echo "----------------------------------------"
+    echo "🔍 Checking region: $REGION"
+
+    QUOTA_INFO=$(az cognitiveservices usage list --location "$REGION" --output json)
     if [ -z "$QUOTA_INFO" ]; then
-        echo "⚠️  WARNING: Failed to retrieve quota info for $region (service may be unavailable)"
-        return 1
+        echo "⚠️ WARNING: Failed to retrieve quota for region $REGION. Skipping."
+        continue
     fi
 
-    local insufficient_quota=false
+    INSUFFICIENT_QUOTA=false
     for MODEL in "${!MIN_CAPACITY[@]}"; do
         MODEL_INFO=$(echo "$QUOTA_INFO" | awk -v model="\"value\": \"$MODEL\"" '
             BEGIN { RS="},"; FS="," }
@@ -116,9 +50,9 @@ check_region_quota() {
         ')
 
         if [ -z "$MODEL_INFO" ]; then
-            echo "⚠️  WARNING: Model $MODEL not available in $region"
-            insufficient_quota=true
-            return 1
+            echo "⚠️ WARNING: No quota information found for model: $MODEL in $REGION. Skipping."
+            INSUFFICIENT_QUOTA=true
+            continue
         fi
 
         CURRENT_VALUE=$(echo "$MODEL_INFO" | awk -F': ' '/"currentValue"/ {print $2}' | tr -d ',' | tr -d ' ')
@@ -132,71 +66,28 @@ check_region_quota() {
 
         AVAILABLE=$((LIMIT - CURRENT_VALUE))
 
-        echo "   Model: $MODEL"
-        echo "   Used: $CURRENT_VALUE | Limit: $LIMIT | Available: $AVAILABLE TPM"
+        echo "✅ Model: $MODEL | Used: $CURRENT_VALUE | Limit: $LIMIT | Available: $AVAILABLE"
 
         if [ "$AVAILABLE" -lt "${MIN_CAPACITY[$MODEL]}" ]; then
-            echo "   ❌ INSUFFICIENT: Need $((MIN_CAPACITY[$MODEL] - AVAILABLE)) more TPM"
-            insufficient_quota=true
-        else
-            echo "   ✅ SUFFICIENT: $AVAILABLE TPM available (Need: ${MIN_CAPACITY[$MODEL]} TPM)"
+            echo "❌ ERROR: $MODEL in $REGION has insufficient quota."
+            INSUFFICIENT_QUOTA=true
+            break
         fi
     done
 
-    if [ "$insufficient_quota" = false ]; then
-        return 0  # Region has sufficient quota
-    else
-        return 1  # Region has insufficient quota
-    fi
-}
-
-# Search for a valid region
-VALID_REGION=""
-for REGION in "${REGIONS[@]}"; do
-    if check_region_quota "$REGION"; then
+    if [ "$INSUFFICIENT_QUOTA" = false ]; then
         VALID_REGION="$REGION"
         break
     fi
+
 done
 
-# Output results
-echo ""
-echo "=========================================="
 if [ -z "$VALID_REGION" ]; then
-    echo "❌ DEPLOYMENT BLOCKED - No region with sufficient quota"
-    echo "=========================================="
-    echo ""
-    echo "⚠️  All checked regions have insufficient quota for GPT-5.1 GlobalStandard"
-    echo ""
-    echo "Options:"
-    echo "1. Request a quota increase: https://aka.ms/oai/quotarequest"
-    echo "2. Reduce gptDeploymentCapacity parameter (currently set to $DEPLOYMENT_CAPACITY TPM)"
-    echo "3. Try a different Azure subscription"
-    echo ""
-    echo "Deployment cannot proceed without sufficient quota."
-    
-    # Set failure flag for CI/CD pipelines
-    if [ -n "$GITHUB_ENV" ]; then
-        echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
-        echo "VALID_REGION=" >> "$GITHUB_ENV"
-    fi
-    exit 0  # Exit cleanly so CI can handle the failure
+    echo "❌ No region with sufficient quota found. Blocking deployment."
+    echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
+    exit 0
 else
-    echo "✅ DEPLOYMENT APPROVED - Valid region found"
-    echo "=========================================="
-    echo ""
-    echo "Selected Region: $VALID_REGION"
-    echo "This region has sufficient quota for GPT-5.1 GlobalStandard deployment"
-    echo ""
-    
-    # Export for CI/CD pipelines
-    if [ -n "$GITHUB_ENV" ]; then
-        echo "QUOTA_FAILED=false" >> "$GITHUB_ENV"
-        echo "VALID_REGION=$VALID_REGION" >> "$GITHUB_ENV"
-    fi
-    
-    # Also export as environment variable for immediate use
-    export VALID_REGION
-    echo "Environment variable set: VALID_REGION=$VALID_REGION"
+    echo "✅ Suggested Region: $VALID_REGION"
+    echo "VALID_REGION=$VALID_REGION" >> "$GITHUB_ENV"
     exit 0
 fi
diff --git a/infra/scripts/quota_check_params.sh b/infra/scripts/quota_check_params.sh
index 320a1d64..e6fd625f 100644
--- a/infra/scripts/quota_check_params.sh
+++ b/infra/scripts/quota_check_params.sh
@@ -92,8 +92,8 @@ az account set --subscription "$AZURE_SUBSCRIPTION_ID"
 echo "🎯 Active Subscription: $(az account show --query '[name, id]' --output tsv)"
 
 # Default Regions to check (Comma-separated, now configurable)
-# These regions match Bicep @allowed values and support GPT-5.1 GlobalStandard as of 2026-02
-DEFAULT_REGIONS="eastus2,swedencentral,northeurope,southeastasia,uksouth,japaneast,eastasia,centralus,australiaeast"
+# GPT-5.1 Global Standard availability as of 2026-02
+DEFAULT_REGIONS="australiaeast,canadaeast,eastus2,japaneast,koreacentral,swedencentral,switzerlandnorth,uksouth"
 IFS=',' read -r -a DEFAULT_REGION_ARRAY <<< "$DEFAULT_REGIONS"
 
 # Read parameters (if any)
@@ -230,23 +230,8 @@ done
 
 if [ ${#TABLE_ROWS[@]} -eq 0 ]; then
     echo "--------------------------------------------------------------------------------------------------------------------"
-    echo "❌ DEPLOYMENT BLOCKED - No regions have sufficient quota for all required models."
-    echo "--------------------------------------------------------------------------------------------------------------------"
-    echo ""
-    echo "Please request a quota increase: https://aka.ms/oai/quotarequest"
-    echo ""
-    echo "Options:"
-    echo "1. Request quota increase for GPT-5.1 GlobalStandard"
-    echo "2. Reduce the gptDeploymentCapacity parameter (currently: 150 TPM)"
-    echo "3. Use a different Azure subscription"
-    echo ""
-    
-    # Set failure flag for CI/CD
-    if [ -n "$GITHUB_ENV" ]; then
-        echo "QUOTA_CHECK_FAILED=true" >> "$GITHUB_ENV"
-        echo "SELECTED_REGION=" >> "$GITHUB_ENV"
-    fi
-    exit 1
+
+    echo "❌ No regions have sufficient quota for all required models. Please request a quota increase: https://aka.ms/oai/stuquotarequest"
 else
     echo "---------------------------------------------------------------------------------------------------------------------"
     printf "| %-4s | %-20s | %-43s | %-10s | %-10s | %-10s |\n" "No." "Region" "Model Name" "Limit" "Used" "Available"
@@ -255,25 +240,7 @@ else
         echo "$ROW"
     done
     echo "---------------------------------------------------------------------------------------------------------------------"
-    
-    # Auto-select the first valid region
-    SELECTED_REGION="${VALID_REGIONS[0]}"
-    echo ""
-    echo "✅ DEPLOYMENT APPROVED"
-    echo "---------------------------------------------------------------------------------------------------------------------"
-    echo "Selected Region: $SELECTED_REGION"
-    echo "This region has sufficient quota for GPT-5.1 deployment"
-    echo ""
-    
-    # Export for CI/CD pipelines and future use
-    if [ -n "$GITHUB_ENV" ]; then
-        echo "QUOTA_CHECK_FAILED=false" >> "$GITHUB_ENV"
-        echo "SELECTED_REGION=$SELECTED_REGION" >> "$GITHUB_ENV"
-    fi
-    
-    # Also export as environment variable
-    export SELECTED_REGION
-    echo "Environment variable set: SELECTED_REGION=$SELECTED_REGION"
+    echo "➡️  To request a quota increase, visit: https://aka.ms/oai/stuquotarequest"
 fi
 
-echo "✅ Quota check script completed."
\ No newline at end of file
+echo "✅ Script completed."
\ No newline at end of file

From 03c64a9a153b4ef7f2bc03f705b738cd6e888383 Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 17:51:47 +0530
Subject: [PATCH 5/6] Regenerate main.json from main.bicep

---
 infra/main.json | 57 ++++++++++++++++++++++++-------------------------
 1 file changed, 28 insertions(+), 29 deletions(-)

diff --git a/infra/main.json b/infra/main.json
index 7aa9114e..e229ed6e 100644
--- a/infra/main.json
+++ b/infra/main.json
@@ -5,8 +5,8 @@
   "metadata": {
     "_generator": {
       "name": "bicep",
-      "version": "0.43.8.12551",
-      "templateHash": "12545195410241248179"
+      "version": "0.41.2.15936",
+      "templateHash": "13688965963984718310"
     },
     "name": "Content Processing Solution Accelerator",
     "description": "Bicep template to deploy the Content Processing Solution Accelerator with AVM compliance."
@@ -31,6 +31,7 @@
         "japaneast",
         "northeurope",
         "southeastasia",
+        "swedencentral",
         "uksouth"
       ],
       "metadata": {
@@ -236,6 +237,7 @@
       "japaneast": "eastasia",
       "northeurope": "westeurope",
       "southeastasia": "eastasia",
+      "swedencentral": "northeurope",
       "uksouth": "westeurope",
       "westeurope": "northeurope"
     },
@@ -337,8 +339,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.43.8.12551",
-              "templateHash": "13206959925771644022"
+              "version": "0.41.2.15936",
+              "templateHash": "9214155150153257283"
             }
           },
           "definitions": {
@@ -19306,8 +19308,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.43.8.12551",
-              "templateHash": "13200482898648544945"
+              "version": "0.41.2.15936",
+              "templateHash": "9239705490942549918"
             }
           },
           "parameters": {
@@ -23332,8 +23334,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.43.8.12551",
-              "templateHash": "15729887991536611208"
+              "version": "0.41.2.15936",
+              "templateHash": "9876669373068522244"
             }
           },
           "parameters": {
@@ -23936,8 +23938,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.43.8.12551",
-              "templateHash": "8672669912945312056"
+              "version": "0.41.2.15936",
+              "templateHash": "12855415461261727542"
             },
             "name": "Container Registry Module"
           },
@@ -36183,8 +36185,8 @@
         "avmContainerApp_API",
         "avmContainerApp_Workflow",
         "avmManagedIdentity",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageBlob)]",
         "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageQueue)]",
+        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageBlob)]",
         "virtualNetwork"
       ]
     },
@@ -36314,8 +36316,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.43.8.12551",
-              "templateHash": "9621562991003135575"
+              "version": "0.41.2.15936",
+              "templateHash": "7483150072560687929"
             },
             "name": "Cognitive Services",
             "description": "This module deploys a Cognitive Service."
@@ -37574,8 +37576,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.43.8.12551",
-                      "templateHash": "8864856500234357706"
+                      "version": "0.41.2.15936",
+                      "templateHash": "8679467951413798233"
                     }
                   },
                   "definitions": {
@@ -39307,8 +39309,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.43.8.12551",
-                              "templateHash": "312284397710022090"
+                              "version": "0.41.2.15936",
+                              "templateHash": "15190023661808709780"
                             }
                           },
                           "definitions": {
@@ -39461,8 +39463,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.43.8.12551",
-                              "templateHash": "276675105610077046"
+                              "version": "0.41.2.15936",
+                              "templateHash": "10223824188701156939"
                             }
                           },
                           "definitions": {
@@ -39679,8 +39681,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.43.8.12551",
-                      "templateHash": "8864856500234357706"
+                      "version": "0.41.2.15936",
+                      "templateHash": "8679467951413798233"
                     }
                   },
                   "definitions": {
@@ -41412,8 +41414,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.43.8.12551",
-                              "templateHash": "312284397710022090"
+                              "version": "0.41.2.15936",
+                              "templateHash": "15190023661808709780"
                             }
                           },
                           "definitions": {
@@ -41566,8 +41568,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.43.8.12551",
-                              "templateHash": "276675105610077046"
+                              "version": "0.41.2.15936",
+                              "templateHash": "10223824188701156939"
                             }
                           },
                           "definitions": {
@@ -42487,10 +42489,7 @@
       },
       "dependsOn": [
         "avmAiServices",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').aiServices)]",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').contentUnderstanding)]",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').openAI)]",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').cognitiveServices)]",
+        "avmPrivateDnsZones",
         "virtualNetwork"
       ]
     },

From 6fdac2e519b7e13064f5ce5482cbcd69c0ed1235 Mon Sep 17 00:00:00 2001
From: "Ashwal Vishwanath (Persistent Systems Inc)" <v-ashwalv@microsoft.com>
Date: Wed, 17 Jun 2026 18:53:31 +0530
Subject: [PATCH 6/6] Regenerate main.json using Bicep v0.44.1

---
 infra/main.json | 50 ++++++++++++++++++++++++-------------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/infra/main.json b/infra/main.json
index e229ed6e..7aa966c0 100644
--- a/infra/main.json
+++ b/infra/main.json
@@ -5,8 +5,8 @@
   "metadata": {
     "_generator": {
       "name": "bicep",
-      "version": "0.41.2.15936",
-      "templateHash": "13688965963984718310"
+      "version": "0.44.1.10279",
+      "templateHash": "3841741921827855283"
     },
     "name": "Content Processing Solution Accelerator",
     "description": "Bicep template to deploy the Content Processing Solution Accelerator with AVM compliance."
@@ -339,8 +339,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.41.2.15936",
-              "templateHash": "9214155150153257283"
+              "version": "0.44.1.10279",
+              "templateHash": "4148028483891244972"
             }
           },
           "definitions": {
@@ -19308,8 +19308,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.41.2.15936",
-              "templateHash": "9239705490942549918"
+              "version": "0.44.1.10279",
+              "templateHash": "14763088429533772999"
             }
           },
           "parameters": {
@@ -23334,8 +23334,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.41.2.15936",
-              "templateHash": "9876669373068522244"
+              "version": "0.44.1.10279",
+              "templateHash": "14944034125601240095"
             }
           },
           "parameters": {
@@ -23938,8 +23938,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.41.2.15936",
-              "templateHash": "12855415461261727542"
+              "version": "0.44.1.10279",
+              "templateHash": "3008626070117491750"
             },
             "name": "Container Registry Module"
           },
@@ -36185,8 +36185,8 @@
         "avmContainerApp_API",
         "avmContainerApp_Workflow",
         "avmManagedIdentity",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageQueue)]",
         "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageBlob)]",
+        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').storageQueue)]",
         "virtualNetwork"
       ]
     },
@@ -36316,8 +36316,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.41.2.15936",
-              "templateHash": "7483150072560687929"
+              "version": "0.44.1.10279",
+              "templateHash": "9717412251971567270"
             },
             "name": "Cognitive Services",
             "description": "This module deploys a Cognitive Service."
@@ -37576,8 +37576,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.41.2.15936",
-                      "templateHash": "8679467951413798233"
+                      "version": "0.44.1.10279",
+                      "templateHash": "7181684108515692296"
                     }
                   },
                   "definitions": {
@@ -39309,8 +39309,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.41.2.15936",
-                              "templateHash": "15190023661808709780"
+                              "version": "0.44.1.10279",
+                              "templateHash": "4868310155755856428"
                             }
                           },
                           "definitions": {
@@ -39463,8 +39463,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.41.2.15936",
-                              "templateHash": "10223824188701156939"
+                              "version": "0.44.1.10279",
+                              "templateHash": "4168378797065634217"
                             }
                           },
                           "definitions": {
@@ -39681,8 +39681,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.41.2.15936",
-                      "templateHash": "8679467951413798233"
+                      "version": "0.44.1.10279",
+                      "templateHash": "7181684108515692296"
                     }
                   },
                   "definitions": {
@@ -41414,8 +41414,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.41.2.15936",
-                              "templateHash": "15190023661808709780"
+                              "version": "0.44.1.10279",
+                              "templateHash": "4868310155755856428"
                             }
                           },
                           "definitions": {
@@ -41568,8 +41568,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.41.2.15936",
-                              "templateHash": "10223824188701156939"
+                              "version": "0.44.1.10279",
+                              "templateHash": "4168378797065634217"
                             }
                           },
                           "definitions": {