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:
⚠️ windows_tools
⚠️ powershell_heavy
⚠️ windows_first
Summary:
The documentation demonstrates a moderate Windows bias. While many examples and configurations are cross-platform (e.g., JSON for Linux-based clusters), there is a notable preference for Windows tools and patterns, such as referencing PowerShell cmdlets (New-AzBatchAccount, New-AzBatchPool) and Microsoft Azure Storage Explorer for storage management. PowerShell is mentioned before portal or CLI alternatives, and there is no mention of Linux-native tools or shell commands for equivalent operations. The documentation does specify Linux as the default for HDInsight clusters, but operational guidance and tooling references are Windows-centric.
Recommendations:
  • Provide equivalent Azure CLI and/or Bash shell commands alongside PowerShell cmdlets for resource creation and management (e.g., for Azure Batch accounts and pools).
  • Mention cross-platform or Linux-native tools for storage management (e.g., az storage blob delete, rclone, or s3cmd) in addition to Microsoft Azure Storage Explorer.
  • When referencing tools or patterns, avoid listing Windows/PowerShell options first; instead, present cross-platform solutions or alternate between Windows and Linux approaches.
  • Explicitly state when features or examples are cross-platform, and provide guidance for both Windows and Linux users where applicable.
  • Include troubleshooting and operational instructions (such as SSH access, file deletion, or script actions) with both Windows and Linux command-line examples.
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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

Flagged Code Snippets