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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell examples and referencing Windows-centric tools and patterns. All command-line instructions use PowerShell cmdlets, with no mention of Azure CLI, Bash, or Linux-native workflows. The documentation does not provide equivalent examples for Linux users or alternative cross-platform approaches, and PowerShell is introduced before any other automation tool (which are not mentioned at all).
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line operations, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that PowerShell is available on Linux and macOS, but also provide Bash/CLI alternatives for users who prefer native Linux tools.
  • Include guidance for restoring deleted apps using REST API calls or Azure SDKs, which are platform-agnostic.
  • Reorganize sections so that cross-platform tools (e.g., Azure CLI) are presented before or alongside PowerShell, not after or omitted.
  • Add notes or links to documentation on installing and using Azure CLI or PowerShell on Linux/macOS, to improve accessibility for non-Windows users.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets