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
windows_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. While Azure CLI examples (cross-platform) are provided alongside Azure PowerShell and portal instructions, several features and troubleshooting steps reference Windows-specific tools, patterns, or configuration files (such as Web.config and IIS applicationInitialization). PowerShell examples are given equal prominence to CLI, and some advanced warm-up and troubleshooting scenarios rely on Windows-centric concepts. There is limited mention of Linux-specific deployment patterns, and some features (like auto swap) are explicitly unavailable for Linux-based web apps, but this is only noted in passing.
Recommendations
  • Add explicit Linux-specific examples or notes where behaviors differ, especially for warm-up, swap, and troubleshooting steps.
  • Provide alternative configuration guidance for Linux-based web apps and containers (e.g., how to specify warm-up actions without Web.config).
  • Clarify which features are unavailable or behave differently on Linux, and suggest workarounds or alternatives.
  • Where PowerShell is referenced, ensure Bash or shell script equivalents are also provided for parity.
  • Highlight cross-platform deployment tools (such as Git, CI/CD pipelines) with examples for both Windows and Linux environments.
  • Consider reordering examples so that CLI (cross-platform) instructions appear before PowerShell, or group them by OS context.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled 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 Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets