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
windows_tools
Summary
The documentation provides detailed instructions and code samples for Azure PowerShell, which is primarily a Windows-centric tool, alongside Azure CLI. The PowerShell section is more elaborate, with step-by-step parameter preparation and resource manipulation, while the CLI section is brief. There are no Linux shell or Bash-specific examples, and the PowerShell approach is presented after the CLI but with more depth and context, indicating a bias toward Windows tooling and patterns.
Recommendations
  • Add equivalent Bash or Linux shell examples for all CLI commands, including parameter preparation and validation steps.
  • Ensure that CLI and PowerShell sections are equally detailed, or provide parity in explanations and troubleshooting.
  • Explicitly mention that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • If possible, provide examples using native Linux tools (such as curl or jq) for related tasks, or clarify when PowerShell is not required.
  • Consider reordering sections so that cross-platform tools (CLI) are featured before or with equal prominence to Windows-specific tools (PowerShell).
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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 Clean Clean
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets