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 consistently references PowerShell scripts and Windows-centric command-line tooling as the primary or sole automation method for tasks such as triggering backups, modifying security levels, and deleting vaults. There are no explicit examples or mentions of Linux-native tools (such as Bash, Azure CLI on Linux, or shell scripts), nor are Linux command-line patterns provided alongside PowerShell. The phrase 'Command tools (PowerShell/CLI)' is used, but only PowerShell scripts are shown in screenshots and download options, suggesting a Windows-first approach and a lack of Linux parity.
Recommendations
  • Provide equivalent Bash or Azure CLI examples for all automation tasks, especially for triggering backups, modifying vault security, and deleting vaults.
  • Explicitly mention Linux support and clarify which scripts or commands can be run on Linux systems.
  • Include screenshots or walkthroughs showing the use of Azure CLI on Linux or macOS, not just PowerShell on Windows.
  • When offering downloadable scripts, provide both PowerShell (.ps1) and Bash (.sh) versions, or clarify how to adapt them for Linux environments.
  • List CLI options in a neutral order (e.g., 'CLI/PowerShell') and avoid implying PowerShell is the default or preferred choice.
  • Add troubleshooting and configuration guidance for Linux users, including common issues and environment setup.
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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