{"kind":"AgentDefinition","metadata":{"namespace":"community","name":"power-bi-devops-alm-best-practices","version":"0.1.0"},"spec":{"agents_md":"---\ndescription: 'Comprehensive guide for Power BI DevOps, Application Lifecycle Management (ALM), CI/CD pipelines, deployment automation, and version control best practices.'\napplyTo: '**/*.{yml,yaml,ps1,json,pbix,pbir}'\n---\n\n# Power BI DevOps and Application Lifecycle Management Best Practices\n\n## Overview\nThis document provides comprehensive instructions for implementing DevOps practices, CI/CD pipelines, and Application Lifecycle Management (ALM) for Power BI solutions, based on Microsoft's recommended patterns and best practices.\n\n## Power BI Project Structure and Version Control\n\n### 1. PBIP (Power BI Project) Structure\n```markdown\n// Power BI project file organization\n├── Model/\n│   ├── model.tmdl\n│   ├── tables/\n│   │   ├── FactSales.tmdl\n│   │   └── DimProduct.tmdl\n│   ├── relationships/\n│   │   └── relationships.tmdl\n│   └── measures/\n│       └── measures.tmdl\n├── Report/\n│   ├── report.json\n│   ├── pages/\n│   │   ├── ReportSection1/\n│   │   │   ├── page.json\n│   │   │   └── visuals/\n│   │   └── pages.json\n│   └── bookmarks/\n└── .git/\n```\n\n### 2. Git Integration Best Practices\n```powershell\n# Initialize Power BI project with Git\ngit init\ngit add .\ngit commit -m \"Initial Power BI project structure\"\n\n# Create feature branch for development\ngit checkout -b feature/new-dashboard\ngit add Model/tables/NewTable.tmdl\ngit commit -m \"Add new dimension table\"\n\n# Merge and deploy workflow\ngit checkout main\ngit merge feature/new-dashboard\ngit tag -a v1.2.0 -m \"Release version 1.2.0\"\n```\n\n## Deployment Pipelines and Automation\n\n### 1. Power BI Deployment Pipelines API\n```powershell\n# Automated deployment using Power BI REST API\n$url = \"pipelines/{0}/Deploy\" -f \"Insert your pipeline ID here\"\n$body = @{ \n    sourceStageOrder = 0 # Development (0), Test (1)\n    datasets = @(\n        @{sourceId = \"Insert your dataset ID here\" }\n    )      \n    reports = @(\n        @{sourceId = \"Insert your report ID here\" }\n    )            \n    dashboards = @(\n        @{sourceId = \"Insert your dashboard ID here\" }\n    )\n\n    options = @{\n        # Allows creating new item if needed on the Test stage workspace\n        allowCreateArtifact = $TRUE\n\n        # Allows overwriting existing item if needed on the Test stage workspace\n        allowOverwriteArtifact = $TRUE\n    }\n} | ConvertTo-Json\n\n$deployResult = Invoke-PowerBIRestMethod -Url $url -Method Post -Body $body | ConvertFrom-Json\n\n# Poll deployment status\n$url = \"pipelines/{0}/Operations/{1}\" -f \"Insert your pipeline ID here\",$deployResult.id\n$operation = Invoke-PowerBIRestMethod -Url $url -Method Get | ConvertFrom-Json    \nwhile($operation.Status -eq \"NotStarted\" -or $operation.Status -eq \"Executing\")\n{\n    # Sleep for 5 seconds\n    Start-Sleep -s 5\n    $operation = Invoke-PowerBIRestMethod -Url $url -Method Get | ConvertFrom-Json\n}\n```\n\n### 2. Azure DevOps Integration\n```yaml\n# Azure DevOps pipeline for Power BI deployment\ntrigger:\n- main\n\npool:\n  vmImage: windows-latest\n\nsteps:\n- task: CopyFiles@2\n  inputs:\n    Contents: '**'\n    TargetFolder: '$(Build.ArtifactStagingDirectory)'\n    CleanTargetFolder: true\n    ignoreMakeDirErrors: true\n  displayName: 'Copy files from Repo'\n\n- task: PowerPlatformToolInstaller@2\n  inputs:\n    DefaultVersion: true\n\n- task: PowerPlatformExportData@2\n  inputs:\n    authenticationType: 'PowerPlatformSPN'\n    PowerPlatformSPN: 'PowerBIServiceConnection'\n    Environment: '$(BuildTools.EnvironmentUrl)'\n    SchemaFile: '$(Build.ArtifactStagingDirectory)\\source\\schema.xml'\n    DataFile: 'data.zip'\n  displayName: 'Export Power BI metadata'\n\n- task: PowerShell@2  \n  inputs:\n    targetType: 'inline'\n    script: |\n      # Deploy Power BI project using FabricPS-PBIP\n      $workspaceName = \"$(WorkspaceName)\"\n      $pbipSemanticModelPath = \"$(Build.ArtifactStagingDirectory)\\$(ProjectName).SemanticModel\"\n      $pbipReportPath = \"$(Build.ArtifactStagingDirectory)\\$(ProjectName).Report\"\n      \n      # Download and install FabricPS-PBIP module\n      New-Item -ItemType Directory -Path \".\\modules\" -ErrorAction SilentlyContinue | Out-Null\n      @(\"https://raw.githubusercontent.com/microsoft/Analysis-Services/master/pbidevmode/fabricps-pbip/FabricPS-PBIP.psm1\",\n        \"https://raw.githubusercontent.com/microsoft/Analysis-Services/master/pbidevmode/fabricps-pbip/FabricPS-PBIP.psd1\") |% {\n          Invoke-WebRequest -Uri $_ -OutFile \".\\modules\\$(Split-Path $_ -Leaf)\"\n      }\n      \n      Import-Module \".\\modules\\FabricPS-PBIP\" -Force\n      \n      # Authenticate and deploy\n      Set-FabricAuthToken -reset\n      $workspaceId = New-FabricWorkspace -name $workspaceName -skipErrorIfExists\n      $semanticModelImport = Import-FabricItem -workspaceId $workspaceId -path $pbipSemanticModelPath\n      $reportImport = Import-FabricItem -workspaceId $workspaceId -path $pbipReportPath -itemProperties @{\"semanticModelId\" = $semanticModelImport.Id}\n  displayName: 'Deploy to Power BI Service'\n```\n\n### 3. Fabric REST API Deployment\n```powershell\n# Complete PowerShell deployment script\n# Parameters \n$workspaceName = \"[Workspace Name]\"\n$pbipSemanticModelPath = \"[PBIP Path]\\[Item Name].SemanticModel\"\n$pbipReportPath = \"[PBIP Path]\\[Item Name].Report\"\n$currentPath = (Split-Path $MyInvocation.MyCommand.Definition -Parent)\nSet-Location $currentPath\n\n# Download modules and install\nNew-Item -ItemType Directory -Path \".\\modules\" -ErrorAction SilentlyContinue | Out-Null\n@(\"https://raw.githubusercontent.com/microsoft/Analysis-Services/master/pbidevmode/fabricps-pbip/FabricPS-PBIP.psm1\",\n  \"https://raw.githubusercontent.com/microsoft/Analysis-Services/master/pbidevmode/fabricps-pbip/FabricPS-PBIP.psd1\") |% {\n    Invoke-WebRequest -Uri $_ -OutFile \".\\modules\\$(Split-Path $_ -Leaf)\"\n}\n\nif(-not (Get-Module Az.Accounts -ListAvailable)) { \n    Install-Module Az.Accounts -Scope CurrentUser -Force\n}\nImport-Module \".\\modules\\FabricPS-PBIP\" -Force\n\n# Authenticate\nSet-FabricAuthToken -reset\n\n# Ensure workspace exists\n$workspaceId = New-FabricWorkspace -name $workspaceName -skipErrorIfExists\n\n# Import the semantic model and save the item id\n$semanticModelImport = Import-FabricItem -workspaceId $workspaceId -path $pbipSemanticModelPath\n\n# Import the report and ensure its bound to the previous imported semantic model\n$reportImport = Import-FabricItem -workspaceId $workspaceId -path $pbipReportPath -itemProperties @{\"semanticModelId\" = $semanticModelImport.Id}\n```\n\n## Environment Management\n\n### 1. Multi-Environment Strategy\n```json\n{\n  \"environments\": {\n    \"development\": {\n      \"workspaceId\": \"dev-workspace-id\",\n      \"dataSourceUrl\": \"dev-database.database.windows.net\",\n      \"refreshSchedule\": \"manual\",\n      \"sensitivityLabel\": \"Internal\"\n    },\n    \"test\": {\n      \"workspaceId\": \"test-workspace-id\",\n      \"dataSourceUrl\": \"test-database.database.windows.net\",\n      \"refreshSchedule\": \"daily\",\n      \"sensitivityLabel\": \"Internal\"\n    },\n    \"production\": {\n      \"workspaceId\": \"prod-workspace-id\", \n      \"dataSourceUrl\": \"prod-database.database.windows.net\",\n      \"refreshSchedule\": \"hourly\",\n      \"sensitivityLabel\": \"Confidential\"\n    }\n  }\n}\n```\n\n### 2. Parameter-Driven Deployment\n```powershell\n# Environment-specific parameter management\nparam(\n    [Parameter(Mandatory=$true)]\n    [ValidateSet(\"dev\", \"test\", \"prod\")]\n    [string]$Environment,\n    \n    [Parameter(Mandatory=$true)]\n    [string]$WorkspaceName,\n    \n    [Parameter(Mandatory=$false)]\n    [string]$DataSourceServer\n)\n\n# Load environment-specific configuration\n$configPath = \".\\config\\$Environment.json\"\n$config = Get-Content $configPath | ConvertFrom-Json\n\n# Update connection strings based on environment\n$connectionString = \"Data Source=$($config.dataSourceUrl);Initial Catalog=$($config.database);Integrated Security=SSPI;\"\n\n# Deploy with environment-specific settings\nWrite-Host \"Deploying to $Environment environment...\"\nWrite-Host \"Workspace: $($config.workspaceId)\"\nWrite-Host \"Data Source: $($config.dataSourceUrl)\"\n```\n\n## Automated Testing Framework\n\n### 1. Data Quality Tests\n```powershell\n# Automated data quality validation\nfunction Test-PowerBIDataQuality {\n    param(\n        [string]$WorkspaceId,\n        [string]$DatasetId\n    )\n    \n    # Test 1: Row count validation\n    $rowCountQuery = @\"\n        EVALUATE\n        ADDCOLUMNS(\n            SUMMARIZE(Sales, Sales[Year]),\n            \"RowCount\", COUNTROWS(Sales),\n            \"ExpectedMin\", 1000,\n            \"Test\", IF(COUNTROWS(Sales) \u003e= 1000, \"PASS\", \"FAIL\")\n        )\n\"@\n    \n    # Test 2: Data freshness validation  \n    $freshnessQuery = @\"\n        EVALUATE\n        ADDCOLUMNS(\n            ROW(\"LastRefresh\", MAX(Sales[Date])),\n            \"DaysOld\", DATEDIFF(MAX(Sales[Date]), TODAY(), DAY),\n            \"Test\", IF(DATEDIFF(MAX(Sales[Date]), TODAY(), DAY) \u003c= 1, \"PASS\", \"FAIL\")\n        )\n\"@\n    \n    # Execute tests\n    $rowCountResult = Invoke-PowerBIRestMethod -Url \"groups/$WorkspaceId/datasets/$DatasetId/executeQueries\" -Method Post -Body (@{queries=@(@{query=$rowCountQuery})} | ConvertTo-Json)\n    $freshnessResult = Invoke-PowerBIRestMethod -Url \"groups/$WorkspaceId/datasets/$DatasetId/executeQueries\" -Method Post -Body (@{queries=@(@{query=$freshnessQuery})} | ConvertTo-Json)\n    \n    return @{\n        RowCountTest = $rowCountResult\n        FreshnessTest = $freshnessResult\n    }\n}\n```\n\n### 2. Performance Regression Tests\n```powershell\n# Performance benchmark testing\nfunction Test-PowerBIPerformance {\n    param(\n        [string]$WorkspaceId,\n        [string]$ReportId\n    )\n    \n    $performanceTests = @(\n        @{\n            Name = \"Dashboard Load Time\"\n            Query = \"EVALUATE TOPN(1000, Sales)\"\n            MaxDurationMs = 5000\n        },\n        @{\n            Name = \"Complex Calculation\"\n            Query = \"EVALUATE ADDCOLUMNS(Sales, 'ComplexCalc', [Sales] * [Profit Margin %])\"\n            MaxDurationMs = 10000\n        }\n    )\n    \n    $results = @()\n    foreach ($test in $performanceTests) {\n        $startTime = Get-Date\n        $result = Invoke-PowerBIRestMethod -Url \"groups/$WorkspaceId/datasets/$DatasetId/executeQueries\" -Method Post -Body (@{queries=@(@{query=$test.Query})} | ConvertTo-Json)\n        $endTime = Get-Date\n        $duration = ($endTime - $startTime).TotalMilliseconds\n        \n        $results += @{\n            TestName = $test.Name\n            Duration = $duration\n            Passed = $duration -le $test.MaxDurationMs\n            Threshold = $test.MaxDurationMs\n        }\n    }\n    \n    return $results\n}\n```\n\n## Configuration Management\n\n### 1. Infrastructure as Code\n```json\n{\n  \"workspace\": {\n    \"name\": \"Production Analytics\",\n    \"description\": \"Production Power BI workspace for sales analytics\",\n    \"capacityId\": \"A1-capacity-id\",\n    \"users\": [\n      {\n        \"emailAddress\": \"admin@contoso.com\",\n        \"accessRight\": \"Admin\"\n      },\n      {\n        \"emailAddress\": \"powerbi-service-principal@contoso.com\", \n        \"accessRight\": \"Member\",\n        \"principalType\": \"App\"\n      }\n    ],\n    \"settings\": {\n      \"datasetDefaultStorageFormat\": \"Large\",\n      \"blockResourceKeyAuthentication\": true\n    }\n  },\n  \"datasets\": [\n    {\n      \"name\": \"Sales Analytics\",\n      \"refreshSchedule\": {\n        \"enabled\": true,\n        \"times\": [\"06:00\", \"12:00\", \"18:00\"],\n        \"days\": [\"Monday\", \"Tuesday\", \"Wednesday\", \"Thursday\", \"Friday\"],\n        \"timeZone\": \"UTC\"\n      },\n      \"datasourceCredentials\": {\n        \"credentialType\": \"OAuth2\",\n        \"encryptedConnection\": \"Encrypted\"\n      }\n    }\n  ]\n}\n```\n\n### 2. Secret Management\n```powershell\n# Azure Key Vault integration for secrets\nfunction Get-PowerBICredentials {\n    param(\n        [string]$KeyVaultName,\n        [string]$Environment\n    )\n    \n    # Retrieve secrets from Key Vault\n    $servicePrincipalId = Get-AzKeyVaultSecret -VaultName $KeyVaultName -Name \"PowerBI-ServicePrincipal-Id-$Environment\" -AsPlainText\n    $servicePrincipalSecret = Get-AzKeyVaultSecret -VaultName $KeyVaultName -Name \"PowerBI-ServicePrincipal-Secret-$Environment\" -AsPlainText\n    $tenantId = Get-AzKeyVaultSecret -VaultName $KeyVaultName -Name \"PowerBI-TenantId-$Environment\" -AsPlainText\n    \n    return @{\n        ServicePrincipalId = $servicePrincipalId\n        ServicePrincipalSecret = $servicePrincipalSecret\n        TenantId = $tenantId\n    }\n}\n\n# Authenticate using retrieved credentials\n$credentials = Get-PowerBICredentials -KeyVaultName \"PowerBI-KeyVault\" -Environment \"Production\"\n$securePassword = ConvertTo-SecureString $credentials.ServicePrincipalSecret -AsPlainText -Force\n$credential = New-Object System.Management.Automation.PSCredential($credentials.ServicePrincipalId, $securePassword)\nConnect-PowerBIServiceAccount -ServicePrincipal -Credential $credential -TenantId $credentials.TenantId\n```\n\n## Release Management\n\n### 1. Release Pipeline\n```yaml\n# Multi-stage release pipeline\nstages:\n- stage: Build\n  displayName: 'Build Stage'\n  jobs:\n  - job: Build\n    steps:\n    - task: PowerShell@2\n      displayName: 'Validate Power BI Project'\n      inputs:\n        targetType: 'inline'\n        script: |\n          # Validate PBIP structure\n          if (-not (Test-Path \"Model\\model.tmdl\")) {\n            throw \"Missing model.tmdl file\"\n          }\n          \n          # Validate required files\n          $requiredFiles = @(\"Report\\report.json\", \"Model\\tables\")\n          foreach ($file in $requiredFiles) {\n            if (-not (Test-Path $file)) {\n              throw \"Missing required file: $file\"\n            }\n          }\n          \n          Write-Host \"✅ Project validation passed\"\n\n- stage: DeployTest\n  displayName: 'Deploy to Test'\n  dependsOn: Build\n  condition: succeeded()\n  jobs:\n  - deployment: DeployTest\n    environment: 'PowerBI-Test'\n    strategy:\n      runOnce:\n        deploy:\n          steps:\n          - template: deploy-powerbi.yml\n            parameters:\n              environment: 'test'\n              workspaceName: '$(TestWorkspaceName)'\n\n- stage: DeployProd\n  displayName: 'Deploy to Production'\n  dependsOn: DeployTest\n  condition: and(succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))\n  jobs:\n  - deployment: DeployProd\n    environment: 'PowerBI-Production'\n    strategy:\n      runOnce:\n        deploy:\n          steps:\n          - template: deploy-powerbi.yml\n            parameters:\n              environment: 'prod'\n              workspaceName: '$(ProdWorkspaceName)'\n```\n\n### 2. Rollback Strategy\n```powershell\n# Automated rollback mechanism\nfunction Invoke-PowerBIRollback {\n    param(\n        [string]$WorkspaceId,\n        [string]$BackupVersion,\n        [string]$BackupLocation\n    )\n    \n    Write-Host \"Initiating rollback to version: $BackupVersion\"\n    \n    # Step 1: Export current state as emergency backup\n    $emergencyBackup = \"emergency-backup-$(Get-Date -Format 'yyyyMMdd-HHmmss')\"\n    Export-PowerBIReport -WorkspaceId $WorkspaceId -BackupName $emergencyBackup\n    \n    # Step 2: Restore from backup\n    $backupPath = Join-Path $BackupLocation \"$BackupVersion.pbix\"\n    if (Test-Path $backupPath) {\n        Import-PowerBIReport -WorkspaceId $WorkspaceId -FilePath $backupPath -ConflictAction \"Overwrite\"\n        Write-Host \"✅ Rollback completed successfully\"\n    } else {\n        throw \"Backup file not found: $backupPath\"\n    }\n    \n    # Step 3: Validate rollback\n    Test-PowerBIDataQuality -WorkspaceId $WorkspaceId\n}\n```\n\n## Monitoring and Alerting\n\n### 1. Deployment Health Checks\n```powershell\n# Post-deployment validation\nfunction Test-DeploymentHealth {\n    param(\n        [string]$WorkspaceId,\n        [array]$ExpectedReports,\n        [array]$ExpectedDatasets\n    )\n    \n    $healthCheck = @{\n        Status = \"Healthy\"\n        Issues = @()\n        Timestamp = Get-Date\n    }\n    \n    # Check reports\n    $reports = Get-PowerBIReport -WorkspaceId $WorkspaceId\n    foreach ($expectedReport in $ExpectedReports) {\n        if (-not ($reports.Name -contains $expectedReport)) {\n            $healthCheck.Issues += \"Missing report: $expectedReport\"\n            $healthCheck.Status = \"Unhealthy\"\n        }\n    }\n    \n    # Check datasets\n    $datasets = Get-PowerBIDataset -WorkspaceId $WorkspaceId\n    foreach ($expectedDataset in $ExpectedDatasets) {\n        $dataset = $datasets | Where-Object { $_.Name -eq $expectedDataset }\n        if (-not $dataset) {\n            $healthCheck.Issues += \"Missing dataset: $expectedDataset\"\n            $healthCheck.Status = \"Unhealthy\"\n        } elseif ($dataset.RefreshState -eq \"Failed\") {\n            $healthCheck.Issues += \"Dataset refresh failed: $expectedDataset\"\n            $healthCheck.Status = \"Degraded\"\n        }\n    }\n    \n    return $healthCheck\n}\n```\n\n### 2. Automated Alerting\n```powershell\n# Teams notification for deployment status\nfunction Send-DeploymentNotification {\n    param(\n        [string]$TeamsWebhookUrl,\n        [object]$DeploymentResult,\n        [string]$Environment\n    )\n    \n    $color = switch ($DeploymentResult.Status) {\n        \"Success\" { \"28A745\" }\n        \"Warning\" { \"FFC107\" }\n        \"Failed\" { \"DC3545\" }\n    }\n    \n    $teamsMessage = @{\n        \"@type\" = \"MessageCard\"\n        \"@context\" = \"https://schema.org/extensions\"\n        \"summary\" = \"Power BI Deployment $($DeploymentResult.Status)\"\n        \"themeColor\" = $color\n        \"sections\" = @(\n            @{\n                \"activityTitle\" = \"Power BI Deployment to $Environment\"\n                \"activitySubtitle\" = \"$(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')\"\n                \"facts\" = @(\n                    @{\n                        \"name\" = \"Status\"\n                        \"value\" = $DeploymentResult.Status\n                    },\n                    @{\n                        \"name\" = \"Duration\"\n                        \"value\" = \"$($DeploymentResult.Duration) minutes\"\n                    },\n                    @{\n                        \"name\" = \"Reports Deployed\"\n                        \"value\" = $DeploymentResult.ReportsCount\n                    }\n                )\n            }\n        )\n    }\n    \n    Invoke-RestMethod -Uri $TeamsWebhookUrl -Method Post -Body ($teamsMessage | ConvertTo-Json -Depth 10) -ContentType 'application/json'\n}\n```\n\n## Best Practices Summary\n\n### ✅ DevOps Best Practices\n\n1. **Version Control Everything**\n   - Use PBIP format for source control\n   - Include model, reports, and configuration\n   - Implement branching strategies (GitFlow)\n\n2. **Automated Testing**\n   - Data quality validation\n   - Performance regression tests\n   - Security compliance checks\n\n3. **Environment Isolation**\n   - Separate dev/test/prod environments\n   - Environment-specific configurations\n   - Automated promotion pipelines\n\n4. **Security Integration**\n   - Service principal authentication\n   - Secret management with Key Vault\n   - Role-based access controls\n\n### ❌ Anti-Patterns to Avoid\n\n1. **Manual Deployments**\n   - Direct publishing from Desktop\n   - Manual configuration changes\n   - No rollback strategy\n\n2. **Environment Coupling**\n   - Hardcoded connection strings\n   - Environment-specific reports\n   - Manual testing only\n\n3. **Poor Change Management**\n   - No version control\n   - Direct production changes\n   - Missing audit trails\n\nRemember: DevOps for Power BI requires a combination of proper tooling, automated processes, and organizational discipline. Start with basic CI/CD and gradually mature your practices based on organizational needs and compliance requirements.","description":"Comprehensive guide for Power BI DevOps, Application Lifecycle Management (ALM), CI/CD pipelines, deployment automation, and version control best practices.","import":{"commit_sha":"541b7819d8c3545c6df122491af4fa1eae415779","imported_at":"2026-05-18T20:05:35Z","license_text":"MIT License\n\nCopyright GitHub, Inc.\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","owner":"github","repo":"github/awesome-copilot","source_url":"https://github.com/github/awesome-copilot/blob/541b7819d8c3545c6df122491af4fa1eae415779/instructions/power-bi-devops-alm-best-practices.instructions.md"},"manifest":{}},"content_hash":[170,79,25,89,7,219,127,92,73,198,211,97,193,113,160,190,131,179,254,165,20,4,121,219,17,85,181,109,96,48,137,227],"trust_level":"unsigned","yanked":false}