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:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation exhibits mild Windows bias, particularly in the Helm installation section, where Windows instructions (including a PowerShell/winget example) are presented before Linux. The use of Windows-specific tools (winget) is highlighted, and the Windows tab appears before the Linux tab. However, the majority of command-line examples use Azure CLI and Bash syntax, which are cross-platform and Linux-friendly.
Recommendations:
  • Present Linux and Windows installation instructions in parallel or with Linux first, as Linux is the primary OS for most Kubernetes administrators.
  • Avoid prioritizing Windows-specific tools (such as winget) in examples; instead, provide equal prominence to Linux package managers (apt, yum, snap) and Homebrew for macOS.
  • Where possible, use cross-platform installation methods or clearly indicate which commands are for which OS, ensuring Linux and macOS are not afterthoughts.
  • Explicitly mention macOS where relevant, as it is also a common platform for Kubernetes administrators.
  • Ensure that all examples and instructions are tested and validated on both Linux and Windows environments.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
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 ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-29 00:01 #64 completed ✅ Clean
2025-07-28 00:00 #63 completed ✅ Clean
2025-07-27 00:00 #62 completed ✅ Clean
2025-07-26 00:01 #61 completed ✅ Clean
2025-07-25 00:00 #60 completed ✅ Clean
2025-07-24 00:00 #59 completed ✅ Clean
2025-07-23 00:00 #58 completed ✅ Clean
2025-07-22 00:01 #57 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased

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