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 demonstrates a mild Windows bias. While both Windows and Linux are mentioned as supported platforms, and Azure CLI examples are provided (which are cross-platform), the structure and ordering of content often present Windows-first. For example, in the 'Premium V3 availability' section, the Windows SKU availability command is listed before the Linux one. Additionally, the automation section provides both Azure CLI and Azure PowerShell examples, but PowerShell (a Windows-centric tool) is given a dedicated section, while no Linux shell (e.g., Bash) or scripting examples are provided. The use of PowerShell-specific parameters (like -WorkerSize) also reinforces a Windows-centric approach. There are no explicit Linux shell or scripting examples, and the documentation does not mention Linux-specific considerations or tools beyond the single CLI command for Linux workers.
Recommendations
  • Alternate the order of Windows and Linux examples to avoid always listing Windows first.
  • Provide Bash or shell script examples for Linux users, especially in the automation section.
  • Include Linux-specific notes or troubleshooting tips where relevant.
  • Clarify that Azure CLI commands are cross-platform and can be run on both Windows and Linux.
  • If PowerShell examples are included, consider also including equivalent Bash or shell scripting examples for parity.
  • Ensure screenshots and UI instructions are not Windows-centric (e.g., avoid only showing Windows UI if there are differences).
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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 Biased Biased
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Biased Biased
2025-09-02 00:00 #99 cancelled Biased Biased
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-31 00:01 #97 cancelled Biased Biased
2025-08-30 00:01 #96 cancelled Biased Biased
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Biased Biased
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Biased Biased
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-20 00:01 #86 completed Biased Biased
2025-08-19 00:01 #85 completed Biased Biased
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-16 00:00 #82 cancelled Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
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
2025-07-13 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