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 a mild Windows bias. PowerShell cmdlets are listed as the first command-line tool, and the use of Remote Desktop (RDP) for accessing compute nodes is mentioned without reference to SSH or Linux alternatives. While the Azure CLI is described as cross-platform and Batch Explorer is available for all OSes, the prominence of PowerShell and RDP, both Windows-centric tools, suggests a preference for Windows workflows. There are no explicit Linux shell or Bash examples, and Linux-native troubleshooting or access patterns are not highlighted.
Recommendations
- List Azure CLI before PowerShell in the command-line tools section to emphasize cross-platform parity.
- Mention SSH as an alternative to RDP for accessing compute nodes, especially for Linux-based pools.
- Include examples or references to Linux shell (Bash) usage where appropriate, such as troubleshooting or file access.
- Ensure that all tooling and workflow descriptions explicitly note Linux compatibility or provide Linux-specific guidance where workflows differ.
- Consider adding a note or section on best practices for Linux-based Batch pools, including access, debugging, and environment setup.
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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 |
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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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