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
windows_first
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. The Azure portal (a GUI tool most commonly used on Windows) is presented first and in greatest detail, with multiple screenshots and step-by-step instructions. Azure PowerShell, a Windows-centric tool, is given a full section with detailed command examples before Azure CLI and Python. The CLI and Python examples are present and comprehensive, but the ordering and emphasis favor Windows-native tools and patterns. There is no mention of Linux-specific tools, shell patterns, or alternative workflows (e.g., Bash scripting, automation via Linux-native tools). The only explicit reference to 'Windows' is in the context of the 'Windows Azure Service Management API' in an informational note, reinforcing the Windows-centric framing.
Recommendations
  • Add Linux-specific instructions or notes, such as using Bash scripts or automation via cron, where relevant.
  • Reorder sections so that cross-platform tools (Azure CLI, Python SDK) appear before Windows-centric tools (Azure PowerShell).
  • Include screenshots or examples of using the Azure portal on Linux/macOS browsers, or clarify that the portal is cross-platform.
  • Mention that Azure CLI and Python SDK are fully supported on Linux and macOS, and provide installation links for those platforms.
  • Consider adding a section for automation using Bash or other Linux-native tools, or link to such resources.
  • Avoid referring to the 'Windows Azure Service Management API' without clarifying its legacy status and cross-platform alternatives.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets