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
missing_linux_example
Summary
The documentation page exhibits several forms of Windows bias. Windows instructions and examples are consistently presented before Linux equivalents, and Windows-specific tools (such as PowerShell cmdlets, Windows environment variable dialogs, and certificate management) are described in greater detail. PowerShell is the primary language for runbook examples, with no Linux shell or Python examples provided for equivalent tasks. Some features, such as Hybrid Worker Credentials and signed runbooks, are described as unsupported or less capable on Linux, but without offering alternative Linux-native solutions or workarounds. Additionally, references to file paths, permissions, and troubleshooting are more detailed for Windows than for Linux.
Recommendations
  • Present Linux instructions and examples alongside or before Windows equivalents to ensure parity.
  • Provide Linux shell (bash) and Python examples for runbook tasks, authentication, and starting runbooks, not just PowerShell.
  • Include Linux-native tools and workflows (e.g., using OpenSSL for certificates, systemd for service management) where appropriate.
  • Expand Linux troubleshooting and logging sections to match the detail provided for Windows.
  • Clarify any feature gaps for Linux and suggest alternative approaches or workarounds.
  • Ensure that credential management and signed runbook workflows are described for Linux with step-by-step instructions, not just for Windows.
  • Where PowerShell is used, note cross-platform compatibility or provide equivalent bash/Python commands for Linux users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-28 00:01 #94 cancelled Clean Clean
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 Clean Clean
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Clean Clean
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Clean Clean
2025-08-20 00:01 #86 completed Biased Biased
2025-08-19 00:01 #85 completed Clean Clean
2025-08-18 00:00 #84 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled 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 Clean Clean
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 Clean Clean
2025-08-02 00:00 #68 cancelled Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
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
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

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