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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation demonstrates a moderate Windows bias, particularly in the Azure Batch section, where PowerShell cmdlets (New-AzBatchAccount, New-AzBatchPool) are referenced as primary methods for resource creation and management, with no equivalent CLI, Bash, or Linux-native instructions provided. Additionally, Microsoft Azure Storage Explorer (a Windows-centric tool) is recommended for blob storage management, and references to 'CMDLETs & APIS' for VM sizing reinforce a Windows-first approach. While the HDInsight examples are Linux-based and the JSON configuration is OS-agnostic, the overall pattern prioritizes Windows tools and workflows.
Recommendations:
  • Provide equivalent Azure CLI and Bash script examples alongside PowerShell cmdlets, especially for Azure Batch and resource management tasks.
  • Mention and link to cross-platform or Linux-native tools for Azure Blob Storage management (e.g., Azure CLI, azcopy, or third-party Linux tools) in addition to Microsoft Azure Storage Explorer.
  • When referencing 'CMDLETs & APIS', clarify that Azure CLI commands and REST APIs are equally valid and provide sample usage.
  • Ensure that all example workflows and instructions are presented in a platform-neutral way, or explicitly include both Windows and Linux variants where differences exist.
  • Review all tool recommendations to ensure Linux users are not required to use Windows-only utilities for common tasks.
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Scan History

Date Scan ID Status Bias Status
2025-09-11 00:00 #108 completed ✅ Clean
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ✅ Clean
2025-08-09 00:00 #75 completed ✅ Clean
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ✅ Clean
2025-08-06 00:00 #72 completed ✅ Clean
2025-08-05 00:00 #71 completed ✅ Clean
2025-08-03 00:00 #69 completed ✅ Clean
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-29 00:01 #64 completed ✅ Clean
2025-07-28 00:00 #63 completed ✅ Clean
2025-07-27 00:00 #62 completed ✅ Clean
2025-07-26 00:01 #61 completed ✅ Clean
2025-07-25 00:00 #60 completed ✅ Clean
2025-07-24 00:00 #59 completed ✅ Clean
2025-07-23 00:00 #58 completed ✅ Clean
2025-07-22 00:01 #57 completed ✅ Clean
2025-07-21 00:00 #56 completed ✅ Clean
2025-07-19 13:51 #54 completed ✅ Clean
2025-07-17 00:00 #53 completed ❌ Biased
2025-07-16 00:00 #52 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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