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
missing_linux_example
windows_first
Summary
The documentation provides detailed instructions for creating and managing managed identities in Azure API Management using the Azure portal, Azure PowerShell, and ARM templates. However, all CLI-based examples are exclusively in Azure PowerShell, with no mention of Azure CLI or Bash scripting, which are cross-platform and preferred by many Linux/macOS users. The PowerShell instructions are presented before ARM template examples, and there is no guidance for Linux-native tools or workflows.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all tasks (creating resource groups, API Management instances, managed identities, updating instances).
  • Explicitly mention that Azure PowerShell can be used on Linux/macOS, but provide parity with Azure CLI for users who prefer Bash or native Linux tools.
  • Consider showing Azure CLI examples before or alongside PowerShell to avoid 'windows_first' bias.
  • Link to Azure CLI documentation and samples for API Management and managed identities.
  • Clarify that ARM templates are platform-agnostic and can be deployed from any OS.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #474 in_progress Biased Biased
2026-03-09 00:00 #470 in_progress Biased Biased
2026-03-08 00:00 #466 in_progress Biased Biased
2026-03-07 00:00 #462 in_progress Biased Biased
2026-03-06 00:00 #458 in_progress Biased Biased
2026-03-05 00:00 #454 in_progress Biased Biased
2026-03-04 00:00 #450 in_progress Biased Biased
2026-03-03 00:00 #446 in_progress Biased Biased
2026-03-02 00:00 #442 in_progress Biased Biased
2026-03-01 00:00 #438 in_progress Biased Biased
2026-02-28 00:00 #434 in_progress Biased Biased
2026-02-27 00:00 #430 in_progress Biased Biased
2026-02-26 00:00 #426 in_progress Biased Biased
2026-02-25 00:00 #422 in_progress Biased Biased
2026-02-23 00:00 #414 in_progress Biased Biased
2026-02-22 00:00 #410 in_progress Biased Biased
2026-02-21 00:00 #406 in_progress Biased Biased
2026-02-20 00:00 #402 in_progress Biased Biased
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
2026-01-15 00:00 #254 completed 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 Biased Biased
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
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Biased Biased
2025-07-30 00:00 #65 completed Biased Biased
2025-07-29 00:01 #64 completed Biased Biased
2025-07-28 00:00 #63 completed Biased Biased
2025-07-27 00:00 #62 completed Biased Biased
2025-07-26 00:01 #61 completed Biased Biased
2025-07-25 00:00 #60 completed Biased Biased
2025-07-24 00:00 #59 completed Biased Biased
2025-07-23 00:00 #58 completed Biased Biased
2025-07-22 00:01 #57 completed Biased Biased
2025-07-21 00:00 #56 completed Biased Biased
2025-07-20 00:13 #55 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
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