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
missing_linux_example
Summary
The documentation page exhibits a Windows bias primarily through exclusive references to Windows-centric tools (Azure portal, Microsoft Admin Center, Power BI, Microsoft 365 admin center) and workflows. There are no examples or instructions for Linux-specific tools, CLI usage, or cross-platform automation. All process steps, video tutorials, and API migration guidance assume use of Microsoft graphical portals or PowerShell, with no mention of Linux shell, Azure CLI, or open-source alternatives. This may hinder Linux users or those preferring non-GUI, cross-platform automation.
Recommendations
  • Add examples for using Azure CLI (which is cross-platform) alongside or instead of portal/PowerShell instructions, especially for billing, subscription management, and API migration.
  • Include references to Linux-compatible automation (e.g., Bash scripts, REST API usage via curl or Python) for common tasks such as invoice retrieval, subscription creation, and cost management.
  • Explicitly state that all major actions (contract acceptance, billing management, subscription creation, etc.) can be performed from Linux or macOS environments, and provide links to relevant cross-platform documentation.
  • Where PowerShell scripts or Windows tools are mentioned, provide equivalent steps for Linux users (e.g., Azure CLI commands, REST API calls).
  • Ensure video tutorials and walkthroughs include at least one example using Linux or cross-platform tools, not just Windows GUI portals.
  • Clarify any limitations or differences for Linux users, such as features only available in the portal or via PowerShell, and suggest workarounds or 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 Clean Clean
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
2025-09-10 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
2025-08-29 00:01 #95 completed Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-21 00:01 #87 cancelled Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-08-18 00:00 #84 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased