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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates mild Windows bias, primarily through the prominent mention of PowerShell cmdlets as the first command-line tool for Azure Batch, and references to Windows-specific tools and workflows such as Remote Desktop (RDP) file downloads for node access. While the Azure CLI and cross-platform tools are mentioned, Windows-centric patterns and tools are introduced first or exclusively (e.g., PowerShell, RDP), with less emphasis on Linux-native equivalents or workflows.
Recommendations
- Present Azure CLI as the primary cross-platform command-line tool before PowerShell, emphasizing its parity and suitability for both Linux and Windows users.
- Include explicit examples or references for Linux-native access methods (e.g., SSH for node access) alongside or before Windows-specific methods like RDP.
- Provide code samples and tutorials that highlight Linux usage, such as Bash scripts or Linux shell commands, to balance the existing PowerShell/C# focus.
- Clarify that PowerShell is available cross-platform, but also offer Bash or shell script alternatives for common tasks.
- Ensure that tool download links and instructions are equally visible for Mac and Linux users, not just Windows.
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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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