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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 provides examples for PowerShell and Windows, often listing PowerShell first and sometimes omitting explicit Linux/macOS instructions or relegating them to secondary tabs. Windows-specific tools and patterns (e.g., Task Scheduler, .cmd/.bat scripts) are mentioned before or alongside Linux equivalents, but Linux automation (cron, shell scripts) is only briefly covered. Some sections (e.g., role assignment, managed identity retrieval) have 'N/A' for Windows, but PowerShell is used as the primary scripting example, and Windows environment variable syntax is shown. Linux-specific guidance is less detailed, and Linux-first patterns are not emphasized.
Recommendations
- Provide Linux/macOS examples with equal prominence and detail as Windows/PowerShell examples, including shell scripting and automation patterns.
- List Linux/macOS instructions before or alongside Windows/PowerShell instructions to avoid Windows-first bias.
- Expand Linux automation guidance (e.g., cron usage, systemd timers) and provide sample scripts for Linux environments.
- Include troubleshooting and environment setup steps specific to Linux, such as permissions, package dependencies, and common issues.
- When mentioning Windows tools (e.g., Task Scheduler), also mention Linux equivalents (cron, systemd) with equal detail.
- Avoid using PowerShell as the default scripting language; provide Bash/sh examples where appropriate.
- Ensure all steps (e.g., managed identity retrieval, role assignment) have clear, working Linux/macOS instructions, not just 'N/A' for Windows.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #251 | completed |
Biased
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| 2026-01-13 00:00 | #247 | completed |
Biased
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| 2026-01-11 00:00 | #241 | completed |
Biased
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| 2026-01-10 00:00 | #238 | completed |
Biased
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| 2026-01-09 00:34 | #235 | completed |
Biased
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| 2026-01-08 00:53 | #232 | completed |
Biased
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