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_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation exhibits a moderate Windows bias. Windows-specific instructions, examples, and terminology (such as PowerShell commands, Windows directory paths, and Windows container features) are often presented first or in greater detail than their Linux equivalents. Some sections provide extensive Windows-only details (e.g., parent images, IIS/.NET integration, memory/core limits), while Linux instructions are less detailed or omitted. PowerShell examples are included alongside Bash, but Windows tools and patterns (e.g., Kudu, C:\home) are referenced more frequently and sometimes without Linux parity.
Recommendations
  • Ensure Linux examples are provided wherever Windows examples appear, especially for advanced configuration (e.g., parent images, resource limits, diagnostic commands).
  • Present Linux and Windows instructions in parallel, or alternate which platform is described first to avoid implicit prioritization.
  • Expand Linux-specific sections to match the detail given to Windows (e.g., supported base images, environment variable injection, diagnostic tooling).
  • Include Linux-native troubleshooting and diagnostic steps (e.g., using Bash, Linux file paths, Linux container logs) in parity with Windows tools like Kudu and PowerShell.
  • Clarify platform differences in persistent storage, environment variable handling, and resource management, and provide explicit Linux guidance where only Windows is described.
  • Review and update references to Windows-only features (e.g., IIS, .NET Framework) to ensure Linux alternatives or limitations are documented.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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 Biased Biased
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
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