Document Details
Manage Runtime Environment
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
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias, primarily through its heavy emphasis on PowerShell examples, repeated references to Windows-specific tools (such as PowerShell Gallery and .zip modules), and the prioritization of PowerShell scenarios over Python/Linux equivalents. Linux-specific details, such as package formats and runtime nuances, are mentioned only briefly and lack parity in examples and guidance. There are no concrete Linux/macOS shell or CLI examples, and the documentation assumes familiarity with Windows-centric workflows.
Recommendations
- Provide equivalent examples for Python runbooks, including REST API payloads and portal workflows.
- Include Linux/macOS-specific guidance, such as how to prepare and upload Python packages (.whl files), and clarify supported OS environments for Python runbooks.
- Offer examples using Azure CLI or Bash where applicable, not just PowerShell.
- Balance screenshots and walkthroughs to show both PowerShell and Python scenarios.
- Clarify any platform-specific limitations or behaviors for Linux/macOS users.
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 |
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| 2026-01-12 00:00 | #243 | cancelled |
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| 2026-01-11 00:00 | #240 | completed |
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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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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-08-12 00:00 | #78 | cancelled |
Biased
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| 2025-08-11 00:00 | #77 | completed |
Biased
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| 2025-08-10 00:00 | #76 | completed |
Biased
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| 2025-08-09 00:00 | #75 | completed |
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| 2025-08-08 00:00 | #74 | completed |
Biased
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| 2025-08-07 00:00 | #73 | completed |
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| 2025-08-06 00:00 | #72 | completed |
Biased
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| 2025-08-05 00:00 | #71 | completed |
Biased
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| 2025-08-04 00:00 | #70 | cancelled |
Biased
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| 2025-08-03 00:00 | #69 | completed |
Biased
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| 2025-08-02 00:00 | #68 | cancelled |
Biased
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| 2025-08-01 00:00 | #67 | completed |
Biased
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| 2025-07-31 00:00 | #66 | completed |
Clean
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| 2025-07-30 00:00 | #65 | completed |
Clean
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| 2025-07-29 00:01 | #64 | completed |
Clean
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| 2025-07-28 00:00 | #63 | completed |
Clean
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| 2025-07-27 00:00 | #62 | completed |
Clean
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| 2025-07-26 00:01 | #61 | completed |
Clean
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| 2025-07-25 00:00 | #60 | completed |
Clean
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| 2025-07-24 00:00 | #59 | completed |
Clean
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| 2025-07-23 00:00 | #58 | 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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