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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell-based automation examples for interacting with Palo Alto REST APIs and for Azure CLI usage. There are no equivalent Bash/shell or Linux-native scripting examples. The instructions assume the user is running commands in a PowerShell environment, which is native to Windows and only optionally available on Linux/macOS. This may create barriers for Linux users and does not reflect cross-platform parity.
Recommendations
  • Provide equivalent Bash/shell script examples for all PowerShell automation steps, especially for interacting with Palo Alto REST APIs and processing CSV files.
  • Explicitly mention that PowerShell examples are cross-platform only if tested on Linux/macOS, or clarify any Windows-specific requirements.
  • For Azure CLI commands, provide both PowerShell (with backticks for line continuation) and Bash (with backslashes) variants.
  • Add a section or callout for Linux/macOS users, outlining any differences or prerequisites (e.g., installing PowerShell Core, using curl/jq instead of Invoke-RestMethod, etc.).
  • Where possible, use platform-agnostic tools (e.g., curl, jq, Python scripts) for REST API interactions and CSV processing.
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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
2026-01-11 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

$url = "https://${PaloAltoIpAddress}/restapi/v9.1/Objects/ServiceGroups?location=vsys&vsys=vsys1&name=${paloAltoServiceGroupName}"
Invoke-RestMethod -Method Delete -Uri $url -Headers $paloAltoHeaders -SkipCertificateCheck
# Create a function to consume service definitions and submit a service group creation request
function New-PaloAltoServiceGroup {
    [CmdletBinding()]
    param (
        [Parameter(Mandatory = $true, ValueFromPipeline = $true)]
        [PSCustomObject[]]
        $RuleData,

        [Parameter(Mandatory = $true)]
        [string]
        $ServiceGroupName
    )
    begin {
        [array] $names = @()
    }

    process {
        $names += $RuleData.name
    }

    end {
        $requestBody = @{ 'entry' = [ordered] @{
                '@name'   = $ServiceGroupName
                'members' = @{ 'member' = $names }
                'tag'     = @{ 'member' = 'AzureSpringApps' }
            }
        }

        $url = "https://${PaloAltoIpAddress}/restapi/v9.1/Objects/ServiceGroups?location=vsys&vsys=vsys1&name=${ServiceGroupName}"

        Invoke-RestMethod -Method Post -Uri $url  -SkipCertificateCheck -Headers $paloAltoHeaders -Body (ConvertTo-Json $requestBody) -Verbose
    }
}

# Run that function for all services in AzureSpringAppsServices.csv.
Get-Content ./AzureSpringAppsServices.csv | ConvertFrom-Csv | New-PaloAltoServiceGroup -ServiceGroupName 'AzureSpringApps_SG'
$url = "https://${PaloAltoIpAddress}/api/?type=commit&cmd=<commit></commit>"
Invoke-RestMethod -Method Get -Uri $url  -SkipCertificateCheck -Headers $paloAltoHeaders
$username=<username for PaloAlto>
$password=<password for PaloAlto>
$authResponse = irm "https://${PaloAltoIpAddress}/api/?type=keygen&user=${username}&password=${password}" -SkipCertificateCheck
$paloAltoHeaders = @{'X-PAN-KEY' = $authResponse.response.result.key; 'Content-Type' = 'application/json' }
$url = "https://${PaloAltoIpAddress}/restapi/v9.1/Policies/SecurityRules?location=vsys&vsys=vsys1&name=AzureSpringAppsRule"

# Delete the rule if it already exists
try {
    $getResult = Invoke-RestMethod -Headers $paloAltoHeaders -Method Get -SkipCertificateCheck -Uri $url -Verbose
    if ($getResult.'@status' -eq 'success') {
        Invoke-RestMethod -Method Delete  -Headers $paloAltoHeaders -SkipCertificateCheck -Uri $url
    }
}
catch {}

# Create the rule from the JSON file
Invoke-WebRequest -Uri $url -Method Post -Headers $paloAltoHeaders -Body (Get-Content SecurityRule.json) -SkipCertificateCheck
az network route-table route create `
    --resource-group ${AppResourceGroupName} `
    --name default `
    --route-table-name ${AzureSpringAppsServiceSubnetRouteTableName} `
    --address-prefix 0.0.0.0/0 `
    --next-hop-type VirtualAppliance `
    --next-hop-ip-address ${PaloAltoIpAddress} `
    --verbose

az network route-table route create `
    --resource-group ${AppResourceGroupName} `
    --name default `
    --route-table-name ${AzureSpringAppsAppSubnetRouteTableName} `
    --address-prefix 0.0.0.0/0 `
    --next-hop-type VirtualAppliance `
    --next-hop-ip-address ${PaloAltoIpAddress} `
    --verbose