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
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for importing a GraphQL API, but PowerShell is given equal prominence as CLI, and PowerShell is a Windows-centric tool. The prerequisites section lists Azure PowerShell immediately after Azure CLI, and the PowerShell example is presented in full detail. There is no explicit mention of Linux-specific tools or shell environments (e.g., Bash), nor are there examples tailored for Linux users. The documentation assumes familiarity with PowerShell, which is traditionally a Windows-first technology, and does not clarify cross-platform usage or provide parity for Linux-native workflows.
Recommendations
  • Explicitly state that Azure CLI works natively on Linux, macOS, and Windows, and provide Bash-specific examples where appropriate.
  • Clarify that PowerShell Core is cross-platform, but note that most Linux users will prefer Bash/CLI workflows.
  • Add a section or note for Linux users, highlighting any differences in environment setup or command usage.
  • Consider providing examples using Bash scripts or referencing Linux package managers for installing Azure CLI.
  • Ensure that CLI examples are presented first, as CLI is the most cross-platform tool, and clarify that PowerShell is optional and primarily for users who prefer it.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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
2025-09-10 00:00 #107 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets