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_first
missing_linux_example
windows_tools
Summary
The documentation page for managed identity in Azure Data Factory demonstrates a Windows bias. PowerShell is the only CLI tool shown in command examples, and all programmatic instructions for generating and retrieving managed identities use PowerShell first or exclusively. There are no examples using Azure CLI (which is cross-platform), Bash, or Linux-native tools. The instructions for retrieving application IDs and assigning roles also rely on PowerShell, with no Linux or Azure CLI equivalents provided.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, including creating, updating, and retrieving managed identities.
  • Provide Bash script samples for REST API calls, using curl or httpie, to illustrate Linux usage.
  • Explicitly mention that Azure CLI and REST API are cross-platform and suitable for Linux/macOS users.
  • Reorder examples so that cross-platform tools (Azure CLI, REST API) are presented before or alongside PowerShell.
  • Include notes or sections on how Linux/macOS users can perform these tasks without PowerShell.
  • Ensure screenshots and UI instructions are not Windows-specific, or clarify their cross-platform applicability.
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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
2026-01-11 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
2025-09-08 00:00 #105 completed 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

Flagged Code Snippets