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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples are presented first and in greater detail, with explicit variable setup and multiple authentication scenarios. The use of Azure PowerShell cmdlets is emphasized throughout, and the prerequisites section specifically calls out installing Azure PowerShell. While Azure CLI (Bash) and REST API examples are provided, they are generally listed after PowerShell, and there is no mention of Linux-specific tools or shell environments beyond Bash. There are no examples using native Linux utilities or scripting languages (e.g., Python, curl), and the documentation does not address platform-specific nuances or troubleshooting for Linux users.
Recommendations
  • Present CLI (Bash) examples before or alongside PowerShell to avoid Windows-first ordering.
  • Expand Bash/CLI sections to include more detailed variable setup and authentication scenarios, matching the depth of PowerShell examples.
  • Include examples using native Linux tools (e.g., curl for REST API calls, Python scripts) to demonstrate parity for Linux users.
  • Add troubleshooting notes or tips specific to Linux environments (e.g., permissions, environment variables, shell differences).
  • Clarify that Azure PowerShell is cross-platform and provide installation instructions for Linux/macOS alongside Windows.
  • Consider referencing or linking to Linux-specific documentation or community resources for Azure API Management backup/restore.
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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 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 Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
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 Clean Clean
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 Clean Clean
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed 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
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets