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 exhibits a strong Windows and PowerShell bias. PowerShell (including Windows PowerShell and PowerShell Workflow) is presented first and in greatest detail, with numerous examples and troubleshooting steps focused on Windows-specific paths, tools, and cmdlets. Many examples reference Windows file paths (e.g., C:\modules), environment variables, and PowerShell-specific modules. Linux is only mentioned in passing, often as a limitation (e.g., certain runbooks can't run on Linux Hybrid Runbook Workers), and there are no Linux-specific examples or guidance. Python runbooks receive less detailed coverage, and Linux-specific considerations are minimal or absent.
Recommendations
  • Provide Linux-specific examples for PowerShell and Python runbooks, including file paths, environment variables, and troubleshooting steps relevant to Linux Hybrid Runbook Workers.
  • Balance the order of presentation by not always listing Windows/PowerShell options first; consider grouping by cross-platform compatibility or providing parallel sections for Windows and Linux.
  • Include explicit notes and examples for running runbooks on Linux Hybrid Runbook Workers, including any differences in behavior, limitations, or best practices.
  • Where Windows tools, paths, or patterns are mentioned (e.g., C:\modules, .ps1 scripts), provide Linux equivalents (e.g., /opt/automation/modules, ./child-runbook.ps1) where applicable.
  • Expand the Python runbook section to include more parity with PowerShell, such as troubleshooting, best practices, and Linux-specific guidance.
  • Add a summary table or matrix indicating which runbook types and features are supported on Windows vs. Linux Hybrid Runbook Workers.
GitHub Create Pull Request

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
2026-01-06 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 Clean Clean
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
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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