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 some Windows bias, primarily through the emphasis on PowerShell cmdlets as the first command-line tool mentioned, and the use of Remote Desktop (RDP) for node access, which is a Windows-centric technology. While the Azure CLI is mentioned as cross-platform and Batch Explorer is available for all OSes, the documentation still prioritizes Windows tools and patterns, and does not provide Linux-specific examples or mention SSH access for Linux nodes.
Recommendations
- Present Azure CLI before PowerShell in the command-line tools section to emphasize cross-platform usage.
- Include examples or references for accessing Linux compute nodes via SSH, alongside or before RDP instructions.
- Add Linux-specific troubleshooting steps, such as downloading log files from Linux nodes.
- Ensure code samples and tutorials are balanced between Windows and Linux environments, and explicitly mention compatibility.
- Highlight cross-platform capabilities in introductory sections to reinforce parity.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-18 00:00 | #266 | completed |
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| 2026-01-14 00:00 | #250 | in_progress |
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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 |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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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 |
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
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