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
windows_first
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. PowerShell is heavily featured as the primary automation and scripting method, with detailed examples and instructions. Windows-specific backup tools (MARS, MABS, DPM) are referenced throughout, and management consoles described are Windows-only. The ARMClient installation instructions rely on Chocolatey, a Windows package manager, with no mention of Linux alternatives. CLI coverage is minimal and limited to Azure VM backups, with no Linux shell or cross-platform scripting examples. There are no Bash, Linux, or macOS-specific instructions or parity for on-premises scenarios.
Recommendations
  • Add Bash and Azure CLI examples for all major operations, including vault deletion and backup item removal, not just for VM backups.
  • Document Linux/macOS-compatible methods for ARMClient installation and usage, or suggest REST API calls via curl or other cross-platform tools.
  • Reference cross-platform backup agents or clarify Windows-only limitations for MARS, MABS, and DPM.
  • Provide parity in automation examples, such as Python or Bash scripts for vault and backup management.
  • Explicitly state platform limitations where applicable, and link to Linux-specific documentation if available.
  • Ensure screenshots and UI instructions are not exclusively Windows-centric, or provide Linux alternatives where possible.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Biased Biased
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed 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
2025-08-19 00:01 #85 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets