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 page demonstrates a notable Windows bias. Examples and instructions frequently prioritize Windows tools (PowerShell, Windows-specific features) and omit or limit Linux-specific guidance. Many advanced features (Kudu, App Service editor, console) are unavailable or unsupported on Linux. Migration instructions and development limitations are often Windows-centric, with Linux options described as limited or deprecated. PowerShell examples are given equal or greater prominence than Azure CLI, and some features (like in-portal editing and plan migration) are explicitly Windows-only or have restricted Linux support.
Recommendations
  • Provide explicit Linux/macOS examples and workflows alongside Windows instructions, especially for advanced management and migration tasks.
  • Clearly indicate feature parity and limitations for Linux users at the beginning of each relevant section.
  • Offer alternative Linux-compatible tools or scripts where Windows tools (PowerShell, Kudu, App Service editor) are unavailable.
  • Update or expand CLI examples to cover Linux-specific scenarios, and ensure CLI instructions are not implicitly Windows-centric.
  • Document workarounds or best practices for Linux users where features are missing or deprecated.
  • Regularly review and update documentation as Linux support changes (e.g., Flex Consumption plan, retirement of Linux Consumption plan).
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets