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
portal_heavy
missing_linux_example
Summary
The documentation provides command examples for both bash and PowerShell, but PowerShell syntax is consistently presented immediately after bash, and sometimes with explicit labeling, which may subtly prioritize Windows users. The use of Visual Studio Code and Azure portal is emphasized for deployment and configuration steps, which are more common in Windows environments. There is no mention of Linux-specific tools or editors (e.g., Vim, nano), nor are there instructions for deploying from Linux-native environments or using Linux package managers. The documentation does not provide parity for Linux users in terms of alternative workflows or troubleshooting, and the overall flow assumes familiarity with Windows-centric tools and patterns.
Recommendations
  • Present bash and PowerShell examples side-by-side, or alternate which comes first, to avoid implicit prioritization.
  • Include explicit instructions for Linux users, such as using Linux-native editors (e.g., Vim, nano) for editing files, and mention Linux package managers for installing prerequisites.
  • Provide troubleshooting tips or notes for common issues encountered on Linux (e.g., file permissions, environment variables).
  • Add references to Linux desktop environments and command-line workflows, such as using terminal-only deployment or alternative IDEs (e.g., JetBrains Fleet, Emacs).
  • Clarify that all CLI commands are cross-platform and provide links to platform-specific installation guides for Azure CLI and azd.
  • Include screenshots or walkthroughs from Linux environments (e.g., Ubuntu, Fedora) to demonstrate parity.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Clean Clean
2026-02-18 00:00 #394 in_progress Clean Clean
2026-02-17 00:00 #390 in_progress Clean Clean
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
2026-02-13 00:00 #374 in_progress Clean Clean
2026-02-12 00:00 #370 in_progress Clean Clean
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Clean Clean
2026-02-03 00:00 #334 completed Clean Clean
2026-02-02 00:00 #330 completed Clean Clean
2026-02-01 00:00 #326 completed Clean Clean
2026-01-31 00:00 #322 completed Clean Clean
2026-01-30 00:00 #318 completed 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-12 00:00 #109 completed Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets