Document Details
Automation Backup
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 Windows bias by consistently referencing PowerShell as the primary automation client, especially in example workflows and automation scenarios. PowerShell is mentioned before CLI and other cross-platform tools, and there are no explicit Linux/bash examples or references to Linux-native automation patterns. While the list of supported automation methods includes cross-platform tools, the narrative and examples focus on PowerShell and Windows-centric workflows.
Recommendations
- Provide explicit bash/CLI examples alongside PowerShell for all automation scenarios.
- When listing automation clients, alternate or randomize the order, or list CLI before PowerShell to avoid implicit prioritization.
- Include Linux-native automation tools or scripts (e.g., bash scripts, cron jobs) in example workflows.
- Highlight cross-platform compatibility in all examples, clarifying which commands/tools work on Linux, macOS, and Windows.
- Where videos or walkthroughs are provided, ensure at least one demonstrates automation from a Linux environment.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-18 00:00 | #84 | cancelled |
Biased
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-19 13:51 | #54 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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