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
windows_first
powershell_heavy
windows_tools
Summary
The documentation generally strives for cross-platform parity, but there are subtle signs of Windows bias. In several places, Windows command-line environments (Cmd, PowerShell) are listed before Linux/macOS equivalents, and PowerShell is given its own language pivot. Windows-specific tools and patterns (such as .venv activation paths and command syntax) are described in detail, sometimes before or with more prominence than Linux/macOS equivalents. The presence of a dedicated PowerShell language pivot, and the inclusion of both Cmd and PowerShell tabs for commands, further highlights a Windows-centric approach. However, Linux/macOS instructions are present and functional throughout.
Recommendations
  • Ensure that Linux/macOS examples are always presented with equal prominence and, where possible, listed before or alongside Windows examples.
  • Where multiple OS-specific tabs are used, consider listing Linux/macOS first, or randomizing order to avoid implicit prioritization.
  • Review the use of PowerShell as a primary language pivot; ensure that Linux shell scripting or Bash is equally represented where relevant.
  • Audit all command examples to ensure that Linux/macOS paths and conventions are accurate and not derived from Windows-centric assumptions.
  • Where possible, provide cross-platform (e.g., Bash, PowerShell Core) command examples that work on all systems, or clearly indicate OS-specific differences.
  • Explicitly state in the prerequisites or introduction that all major platforms are supported and that instructions are provided for each.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-15 00:00 #51 completed Biased Biased
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