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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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased toward Windows and PowerShell usage. All command-line examples use PowerShell cmdlets, with no Bash, Azure CLI, or Linux-native shell examples. Even REST API and ARM template deployment examples are shown using PowerShell. The only non-PowerShell code sample is a single Python example, but it is not presented as an alternative to PowerShell for the main workflows. There is no mention of Linux shell, Azure CLI, or cross-platform scripting approaches, and Windows/PowerShell tools and patterns are assumed throughout.
Recommendations
- Provide equivalent Azure CLI (az) examples for all PowerShell workflows, including authentication, resource management, and REST API invocation.
- Show Bash or shell script examples for REST API calls and ARM template deployments, using curl and az deployment group create.
- Clearly indicate that all PowerShell examples can be run on Linux/macOS with PowerShell Core, or provide explicit cross-platform notes.
- Add a section or callouts for Linux users, highlighting any differences or additional steps required.
- Include at least one end-to-end example using only Azure CLI and Bash, to demonstrate parity for non-Windows environments.
- Where possible, use generic terms (e.g., 'command line', 'shell') instead of assuming PowerShell as the default.
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 |
 Clean
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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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| 2025-08-17 00:01 | #83 | cancelled |
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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