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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_tools
windows_first
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for command-line operations, but PowerShell is given equal or slightly more prominence, with more detailed usage and job control examples. PowerShell-specific concepts (jobs, Get-Member) are explained, while equivalent Linux shell patterns are not mentioned. Visual Studio Code and GitHub Actions are included as cross-platform tools, but there is a subtle bias toward Windows/PowerShell workflows, and no explicit mention of Linux shell scripting or native Linux tools. PowerShell examples are provided before CLI in some sections, and advanced PowerShell usage is described in detail, whereas Linux shell equivalents are absent.
Recommendations
- Add Linux shell (bash) scripting examples for REST API calls, such as using curl or wget, especially in sections describing REST API usage.
- Provide more advanced Azure CLI usage examples, such as background execution, piping, and filtering, to match the depth of PowerShell job control explanations.
- Explicitly mention that Azure CLI is cross-platform and works natively on Linux, macOS, and Windows.
- Where PowerShell job control is described, offer equivalent Linux/Unix patterns (e.g., using & for background jobs, or using tools like jq for JSON parsing).
- Ensure that CLI examples are presented before or alongside PowerShell examples to avoid 'windows_first' ordering.
- Add a note or section highlighting Linux-native workflows for Azure Policy management, including integration with shell scripts and automation tools.
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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| 2026-01-11 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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| 2025-09-07 00:00 | #104 | completed |
Clean
|
| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
|