Document Details
Compute Linked Services
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
powershell_heavy
windows_first
Summary
The documentation demonstrates a mild Windows bias, primarily through the exclusive mention of Windows-specific tools (such as PowerShell cmdlets) and the prioritization of Windows-centric patterns. For example, Azure Batch account creation is described using PowerShell cmdlets before mentioning the Azure portal, and references to 'CMDLETs & APIS' for VM sizing are made without Linux CLI equivalents. There is also a reliance on Microsoft Azure Storage Explorer for blob management, which is a Windows-first tool, with no mention of Linux alternatives. However, most configuration examples and cluster OS types default to Linux, and there is no outright omission of Linux support in the core service descriptions.
Recommendations
- Provide equivalent Azure CLI or Bash examples alongside PowerShell cmdlets for Azure Batch and VM sizing operations.
- Mention cross-platform tools for blob storage management, such as azcopy or Azure CLI, in addition to Microsoft Azure Storage Explorer.
- When referencing VM sizing, link to documentation for both PowerShell and Azure CLI, and clarify that the APIs and naming conventions are consistent across platforms.
- Explicitly state Linux support and provide Linux-specific troubleshooting steps or tool recommendations where relevant.
- Ensure that any references to scripting, automation, or management include both Windows and Linux options, especially in sections discussing cluster management and integration runtimes.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 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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| 2026-01-11 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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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-08-06 00:00 | #72 | completed |
Clean
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| 2025-08-05 00:00 | #71 | completed |
Clean
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| 2025-08-03 00:00 | #69 | completed |
Clean
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| 2025-08-01 00:00 | #67 | completed |
Clean
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| 2025-07-31 00:00 | #66 | completed |
Clean
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| 2025-07-30 00:00 | #65 | completed |
Clean
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| 2025-07-29 00:01 | #64 | completed |
Clean
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| 2025-07-28 00:00 | #63 | completed |
Clean
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| 2025-07-27 00:00 | #62 | completed |
Clean
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| 2025-07-26 00:01 | #61 | completed |
Clean
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| 2025-07-25 00:00 | #60 | completed |
Clean
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| 2025-07-24 00:00 | #59 | completed |
Clean
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| 2025-07-23 00:00 | #58 | completed |
Clean
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| 2025-07-22 00:01 | #57 | completed |
Clean
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| 2025-07-21 00:00 | #56 | completed |
Clean
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| 2025-07-19 13:51 | #54 | completed |
Clean
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| 2025-07-17 00:00 | #53 | completed |
Biased
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| 2025-07-16 00:00 | #52 | completed |
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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