Document Details
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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
Summary
The documentation page demonstrates a bias toward Windows and PowerShell by consistently prioritizing PowerShell runbooks, mentioning PowerShell versions and features before Python or Linux equivalents, and providing examples and feature announcements that focus on PowerShell and Windows-centric tools. Linux and Python support are mentioned, but often as secondary or afterthoughts, and there are few, if any, Linux-specific examples or guidance.
Recommendations
- Ensure that all feature announcements and examples include both PowerShell and Python (or Bash) runbook scenarios, with equal prominence.
- When discussing runbook support, mention Python and Linux support alongside PowerShell and Windows, not after.
- Provide Linux-specific guidance, examples, and migration paths where appropriate (e.g., for Hybrid Runbook Workers, show both Windows and Linux installation/migration steps).
- Highlight cross-platform capabilities and tools (such as Azure CLI in Bash) equally with PowerShell.
- Where scripts or GitHub resources are referenced, include both PowerShell and Python/Bash versions, or clarify cross-platform compatibility.
- Audit the documentation for sections that implicitly assume a Windows/PowerShell environment and revise to be OS-agnostic or to provide Linux parity.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-20 00:00 | #402 | in_progress |
 Clean
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| 2026-02-19 00:00 | #398 | in_progress |
Biased
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| 2026-02-18 00:00 | #394 | in_progress |
Clean
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| 2026-02-17 00:00 | #390 | in_progress |
Clean
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| 2026-02-16 00:00 | #386 | in_progress |
Clean
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| 2026-02-15 00:00 | #382 | in_progress |
Clean
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| 2026-02-14 00:00 | #378 | in_progress |
Clean
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| 2026-02-13 00:00 | #374 | in_progress |
Clean
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| 2026-02-12 00:00 | #370 | in_progress |
Clean
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| 2026-02-11 00:00 | #366 | in_progress |
Clean
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| 2026-02-10 00:00 | #362 | completed |
Clean
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| 2026-02-09 00:00 | #358 | completed |
Clean
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| 2026-02-08 00:00 | #354 | completed |
Clean
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| 2026-02-05 00:00 | #342 | completed |
Clean
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| 2026-02-04 00:00 | #338 | completed |
Clean
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| 2026-02-03 00:00 | #334 | completed |
Clean
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| 2026-02-02 00:00 | #330 | completed |
Clean
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| 2026-02-01 00:00 | #326 | completed |
Clean
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| 2026-01-31 00:00 | #322 | completed |
Clean
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| 2026-01-30 00:00 | #318 | completed |
Clean
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| 2026-01-27 00:00 | #306 | completed |
Clean
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| 2026-01-26 00:00 | #302 | completed |
Clean
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| 2026-01-24 00:00 | #294 | completed |
Clean
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| 2026-01-23 00:00 | #290 | failed |
Clean
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| 2026-01-14 00:00 | #250 | in_progress |
Clean
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| 2026-01-13 00:00 | #246 | completed |
Clean
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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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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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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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