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
Summary
The documentation page demonstrates a bias toward Windows environments by consistently mentioning PowerShell as the primary automation client, listing it before CLI and other cross-platform tools, and providing workflow examples that rely on PowerShell and Azure Automation Runbooks (which are often Windows-centric). There are no explicit Linux/bash examples, nor is there mention of Linux-native automation tools or patterns (e.g., Bash scripting, cron jobs). The examples and guidance implicitly assume a Windows/PowerShell context, which may leave Linux users underserved.
Recommendations
  • Provide explicit Linux/bash examples alongside PowerShell, especially for common automation scenarios.
  • Mention and demonstrate the use of Azure CLI and SDKs in Linux environments, including sample scripts.
  • Highlight Linux-compatible automation workflows, such as using cron jobs or shell scripts with Azure CLI.
  • Clarify that Azure Automation Runbooks can be authored in Python and used cross-platform, not just with PowerShell.
  • Ensure that tool lists and examples do not always lead with Windows/PowerShell, but alternate or group by platform.
  • Include links to Linux-focused documentation or community resources for Azure Backup automation.
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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
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-19 13:51 #54 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 Biased Biased