Document Details
Batch Apis Tools
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
windows_tools
windows_first
powershell_heavy
minor_rdp_bias
Summary
The documentation page shows mild Windows bias, primarily through the prioritization and explicit mention of Windows-centric tools like PowerShell and Remote Desktop (RDP). PowerShell cmdlets are listed first among command-line tools, and RDP is referenced as the example for remote access to compute nodes, which is a Windows-specific protocol. However, cross-platform options like Azure CLI and Batch Explorer are also mentioned, and tutorials and SDKs for Python, JavaScript, and Java are provided, supporting Linux/macOS users.
Recommendations
- List Azure CLI before PowerShell in the command-line tools section to emphasize cross-platform support.
- Explicitly mention SSH as an alternative to RDP for accessing Linux compute nodes.
- Provide examples or links for Linux/macOS users where Windows-specific tools (e.g., PowerShell, RDP) are referenced.
- Ensure that code samples and tutorials are equally available and discoverable for Linux/macOS environments.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-18 00:00 | #266 | completed |
Biased
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| 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 |
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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