Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows and PowerShell bias. All code examples for creating, using, and managing webhooks are provided exclusively in PowerShell, with no equivalent examples for Bash, curl, or other common Linux tooling. Even REST API usage is shown via PowerShell's Invoke-RestMethod. There are no references to Linux command-line tools, and the workflow assumes a Windows/PowerShell environment throughout. This limits accessibility for Linux users and those working in cross-platform environments.
Recommendations
  • Provide equivalent examples using Bash and curl for all webhook operations (creation, invocation, deletion, etc.).
  • Show how to authenticate and interact with Azure using Azure CLI (az) commands, not just PowerShell Az module.
  • For REST API sections, include examples using curl or httpie, not only PowerShell's Invoke-RestMethod.
  • When presenting multiple approaches, do not always list PowerShell first; alternate or present both together.
  • Explicitly mention cross-platform compatibility and provide guidance for both Windows and Linux users.
  • Where possible, include notes or troubleshooting tips relevant to Linux environments (e.g., file path formats, authentication differences).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

        # Sign in to your Azure subscription
        $sub = Get-AzSubscription -ErrorAction SilentlyContinue
        if(-not($sub))
        {
            Connect-AzAccount
        }
        
        # Initialize variables
        $subscription = "subscriptionID"
        $resourceGroup = "resourceGroup"
        $automationAccount = "automationAccount"
        $runbook = "runbookName"
        $restWebhook = "webhookName"
        $file = "path\webhook.json"

        # consume file
        $body = Get-Content $file
        
        # Craft Uri
        $restURI = "https://management.azure.com/subscriptions/$subscription/resourceGroups/$resourceGroup/providers/Microsoft.Automation/automationAccounts/$automationAccount/webhooks/$restWebhook`?api-version=2015-10-31"
        
        Get-AzAutomationWebhook `
            -ResourceGroup $resourceGroup `
            -AutomationAccountName $automationAccount `
            -Name $psWebhook
        
        $response = Invoke-RestMethod -Uri $restURI -Method GET -Headers $authHeader
        $response | ConvertTo-Json
        
    # Revise file path with actual path
    $file = "path\names.json"
    $bodyFile = Get-Content -Path $file 
    
    $response = Invoke-WebRequest -Method Post -Uri $webhookURI -Body $body -UseBasicParsing
    $response
    
    $responseFile = Invoke-WebRequest -Method Post -Uri $webhookURI -Body $bodyFile -UseBasicParsing
    $responseFile
    
    #isolate job ID
    $jobid = (ConvertFrom-Json ($response.Content)).jobids[0]
    
    # Get output
    Get-AzAutomationJobOutput `
        -AutomationAccountName $automationAccount `
        -Id $jobid `
        -ResourceGroupName $resourceGroup `
        -Stream Output