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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing command-line examples exclusively in Azure PowerShell, a tool most commonly used on Windows. There are no examples using cross-platform tools such as Azure CLI or Bash scripts, and no mention of Linux or macOS workflows. PowerShell is presented as the primary automation method, with no parity for Linux users. The structure also places PowerShell instructions before ARM template examples, and there is no guidance for using these features from a Linux or macOS environment.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell command sequences, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that both Azure PowerShell and Azure CLI can be used, and provide links to installation guides for both.
  • Include Bash shell script examples where appropriate, especially for automation scenarios.
  • Reorder sections or provide parallel sections so that PowerShell and CLI examples are presented together, or alternate which comes first.
  • Add a note or section on using these features from Linux/macOS environments, including any prerequisites or differences.
  • Ensure that references to 'installing tools' include both PowerShell and CLI, not just PowerShell.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed 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
2025-08-07 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 Biased Biased
2025-07-30 00:00 #65 completed Biased Biased
2025-07-29 00:01 #64 completed Biased Biased
2025-07-28 00:00 #63 completed Biased Biased
2025-07-27 00:00 #62 completed Biased Biased
2025-07-26 00:01 #61 completed Biased Biased
2025-07-25 00:00 #60 completed Biased Biased
2025-07-24 00:00 #59 completed Biased Biased
2025-07-23 00:00 #58 completed Biased Biased
2025-07-22 00:01 #57 completed Biased Biased
2025-07-21 00:00 #56 completed Biased Biased
2025-07-20 00:13 #55 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
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