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
missing_linux_example
Summary
The documentation page exhibits a subtle Windows bias by referencing Visual Studio Credential as the first and only concrete example of a development environment credential, which is primarily a Windows tool. There are no explicit Linux or cross-platform command-line examples (such as Azure CLI or Bash), nor are Linux development environments mentioned. The instructions for role assignment are given exclusively via the Azure Portal UI, with no mention of CLI or scripting alternatives, which are often preferred in Linux environments.
Recommendations
  • Include Azure CLI and/or PowerShell command-line examples for role assignment, ensuring both Windows and Linux users can follow along.
  • Mention cross-platform development environments (e.g., VS Code, JetBrains Rider) and their credential options alongside Visual Studio.
  • Provide explicit Linux/macOS development workflow examples, such as using DefaultAzureCredential with the Azure CLI logged-in user.
  • Clarify that the Azure Portal is accessible from any OS, but also provide automation-friendly alternatives for role assignment.
  • Where possible, avoid listing Windows-centric tools or workflows first; instead, present cross-platform options or alternate between them.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-20 00:00 #402 in_progress Clean Clean
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 Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
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
2026-01-17 00:00 #262 completed Clean Clean
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed 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 Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Clean Clean
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-31 00:01 #97 cancelled Clean Clean
2025-08-30 00:01 #96 cancelled Clean Clean
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Clean Clean
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Clean Clean
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-21 00:01 #87 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased