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_first
Summary
The documentation presents both Azure PowerShell and Azure CLI examples, but the PowerShell section is listed first and is more detailed, including step-by-step resource creation and variable usage. The CLI section is briefer and less explanatory. There are no Linux-specific tools or shell examples (e.g., Bash scripts), and no mention of Linux environments or considerations. The focus on PowerShell and its placement before CLI may indicate a subtle Windows bias.
Recommendations
  • Alternate the order of PowerShell and CLI sections, or present CLI (which is cross-platform) first to avoid the impression of Windows-first bias.
  • Ensure that CLI examples are as detailed and explanatory as the PowerShell ones, including step-by-step resource creation and variable usage.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and consider including Bash shell scripting examples where appropriate.
  • If relevant, add troubleshooting or environment setup notes for Linux users.
  • Review included content (via [!INCLUDE]) to ensure parity in instructions and examples for both Windows and Linux environments.
GitHub Create Pull Request

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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets

# Create a load balancer
$loadbalancer = @{
    ResourceGroupName = 'resource group B'
    Name = 'LB Name'
    Location = 'eastus'
    Sku = 'Standard'
}
$LB = New-AzLoadBalancer @loadbalancer

$LBinfo = @{
    ResourceGroupName = 'resource group B'
    Name = 'my-lb'
}

# Create a public IP address
$publicip = @{
    Name = 'IP Address Name'
    ResourceGroupName = 'resource group B'
    Location = 'eastus'
    Sku = 'Standard'
    AllocationMethod = 'static'
    Zone = 1,2,3
}
New-AzPublicIpAddress @publicip


# Place public IP created in previous steps into variable
$pip = @{
    Name = 'IP Address Name'
    ResourceGroupName = 'resource group B'
}
$publicIp = Get-AzPublicIpAddress @pip

## Create load balancer frontend configuration and place in variable
$fip = @{
    Name = 'Frontend Name'
    PublicIpAddress = $publicip
}
$LB = $LB | Add-AzLoadBalancerFrontendIpConfig @fip
$LB = $LB | Set-AzLoadBalancer

# Create backend address pool configuration and place in variable. ##

$be = @{
    ResourceGroupName= "resource group B"
    Name= "myBackEndPool"
    LoadBalancerName= "LB Name"
    VirtualNetwork=$vnet.id
    SyncMode= "Automatic"
}

#Create the backend pool
$backend = New-AzLoadBalancerBackendAddressPool @be
$LB = Get-AzLoadBalancer @LBinfo