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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a bias toward Windows and PowerShell environments. PowerShell examples are provided for most operations, while Linux-specific shell examples (such as Bash) are absent. The CLI examples are generic but do not address Linux-specific considerations (e.g., environment variable syntax, quoting, file permissions). Windows/PowerShell tools and patterns are mentioned or supported exclusively in some cases (e.g., secret Key Vault references and secret volume mounts are not supported in PowerShell, but no Linux shell alternatives are discussed). The ordering of examples often places PowerShell before or alongside CLI, but never includes Linux shell scripting. There is no mention of Linux-specific tools, patterns, or troubleshooting.
Recommendations
  • Add explicit Bash/Linux shell examples alongside Azure CLI and PowerShell, showing environment variable usage, quoting, and file access patterns.
  • Clarify cross-platform differences in CLI usage, such as environment variable expansion, quoting, and file permissions when mounting secrets as volumes.
  • Include troubleshooting or notes for Linux users, such as file system permissions and shell compatibility when accessing secrets.
  • If PowerShell features are unsupported (e.g., secret Key Vault references, volume mounts), provide Linux shell alternatives or workarounds.
  • Reorder examples to present CLI/Bash first, or provide parallel examples for both Windows (PowerShell) and Linux (Bash).
  • Mention Linux tools or patterns (e.g., using cat, grep, chmod) when demonstrating how to access secrets mounted as files.
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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
2025-09-12 00:00 #109 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