Sad Tux - Windows bias detected
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
missing_linux_example
windows_first
Summary
The documentation exhibits a moderate Windows bias. Several troubleshooting steps and code examples reference Windows-specific tools (such as PowerShell and Fiddler) without providing Linux or cross-platform alternatives. For example, the Azure Batch troubleshooting section provides only PowerShell-based unzip commands, and the use of Fiddler is described in detail without mentioning Linux-compatible network tools. There are also references to Windows behaviors (e.g., Windows zip compression defaults) without equivalent Linux context. No Linux shell or tool examples are provided alongside the Windows ones.
Recommendations
  • For every PowerShell example, provide an equivalent Bash or Linux shell command (e.g., using unzip or tar for extracting files).
  • When recommending tools like Fiddler for network troubleshooting, mention and provide instructions for Linux alternatives such as tcpdump, Wireshark, or curl.
  • Where Windows-specific behaviors are discussed (e.g., zip compression algorithms), clarify how the same scenario would appear or be handled on Linux systems.
  • Ensure that any references to file paths, command syntax, or troubleshooting steps are cross-platform or include both Windows and Linux variants.
  • Review all troubleshooting steps and add Linux/macOS guidance where currently only Windows is mentioned.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets