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
⚠️ windows_first
Summary:
The documentation provides extensive Azure PowerShell examples and references, which are primarily Windows-centric. PowerShell is featured prominently alongside Azure CLI, and in some cases, PowerShell is the only scripting example provided for certain tasks (e.g., assigning user-assigned identities to Functions). There is no mention of Linux-specific shell commands or tools (such as Bash scripts or curl/wget for HTTP requests), and PowerShell is presented as a default automation tool, which may not be as familiar or available to Linux users. Additionally, PowerShell examples are sometimes given before or instead of more cross-platform alternatives.
Recommendations:
  • Add Bash or shell script examples for all tasks currently demonstrated with PowerShell, especially for token retrieval and identity assignment/removal.
  • Where HTTP requests are shown, provide curl or wget command-line examples in addition to PowerShell's Invoke-RestMethod.
  • Clarify that Azure CLI is fully cross-platform and, where possible, prefer it over PowerShell for automation examples.
  • Explicitly mention Linux/macOS compatibility in relevant sections, and ensure that all code snippets are runnable on those platforms.
  • For sections where PowerShell is the only option (e.g., assigning user-assigned identities to Functions), state the limitation clearly and provide any available workarounds for Linux users.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ❌ Biased
2025-09-15 00:00 #112 completed ❌ Biased
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ❌ Biased
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ❌ Biased
2025-09-03 00:00 #100 completed ✅ Clean
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-08-17 00:01 #83 in_progress ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets