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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation demonstrates a Windows bias by providing only Azure PowerShell examples for command-line operations, with no mention of Azure CLI (which is cross-platform and commonly used on Linux/macOS). All scripting examples use PowerShell cmdlets, and installation instructions reference only Azure PowerShell. There are no Bash or Azure CLI equivalents, and PowerShell is presented before ARM templates. This may disadvantage users on Linux or macOS, who are more likely to use Azure CLI or Bash scripting.
Recommendations:
  • Add Azure CLI examples alongside PowerShell for all command-line operations, including creating and updating API Management instances with managed identities.
  • Include installation and authentication instructions for Azure CLI, not just Azure PowerShell.
  • Present Azure CLI and PowerShell examples in parallel, or alternate their order, to avoid always putting Windows-centric tools first.
  • Explicitly mention that all operations can be performed from Linux/macOS using Azure CLI, and provide Bash script samples where appropriate.
  • Review and update links and references to ensure parity between PowerShell and CLI documentation.
  • Consider adding a section or callout for cross-platform users, highlighting the recommended tools and scripts for Linux/macOS.
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Scan History

Date Scan ID Status Bias Status
2025-09-10 00:00 #107 completed ❌ Biased
2025-08-12 00:00 #78 in_progress ❌ Biased
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ❌ Biased
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ❌ Biased
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ❌ Biased
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ❌ Biased
2025-07-31 00:00 #66 completed ❌ Biased
2025-07-30 00:00 #65 completed ❌ Biased
2025-07-29 00:01 #64 completed ❌ Biased
2025-07-28 00:00 #63 completed ❌ Biased
2025-07-27 00:00 #62 completed ❌ Biased
2025-07-26 00:01 #61 completed ❌ Biased
2025-07-25 00:00 #60 completed ❌ Biased
2025-07-24 00:00 #59 completed ❌ Biased
2025-07-23 00:00 #58 completed ❌ Biased
2025-07-22 00:01 #57 completed ❌ Biased
2025-07-21 00:00 #56 completed ❌ Biased
2025-07-20 00:13 #55 completed ❌ Biased
2025-07-19 13:51 #54 completed ✅ Clean
2025-07-17 00:00 #53 completed ❌ Biased
2025-07-13 21:25 #47 cancelled ❌ Biased
2025-07-13 20:48 #44 cancelled ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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