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 demonstrates a Windows bias by consistently referencing PowerShell as a primary automation tool, mentioning it before CLI and other cross-platform options. Example automation workflows and scenarios (such as retrying failed jobs) are described using PowerShell and Azure Automation Runbooks, with no explicit Linux shell (Bash) or cross-platform CLI examples provided. There is a lack of Linux-specific guidance or parity in the examples, which may make Linux users feel underserved.
Recommendations
- Provide explicit Bash/CLI examples alongside PowerShell for all automation scenarios.
- When listing automation methods, avoid listing PowerShell first by default; alternate or group cross-platform tools (CLI, REST API, SDKs) before platform-specific ones.
- Include sample scripts or links for Linux shell automation (e.g., Bash scripts using Azure CLI) in each scenario.
- Highlight cross-platform automation tools (Terraform, Ansible) with equal detail and provide end-to-end examples.
- Ensure that video and walkthrough content includes Linux/CLI demonstrations, not just PowerShell/Windows-based workflows.
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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