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 displays a mild Windows bias, particularly in the Helm installation section, where Windows installation instructions (including a PowerShell/winget example) are presented before Linux, and Windows-specific tooling (winget) is mentioned explicitly. The Linux installation is covered, but the ordering and detail favor Windows. The rest of the guide uses cross-platform tools (Azure CLI, Helm, kubectl) and Bash-style scripting, which is generally Linux-friendly, but the explicit Windows-first ordering and inclusion of Windows package manager commands indicate a subtle bias.
Recommendations:
  • Present Linux and Windows installation instructions in parallel tabs or in the same order (Linux first or alphabetical), to avoid privileging Windows.
  • Provide equivalent package manager commands for Linux (e.g., apt, yum, snap) alongside the Windows winget example for Helm installation.
  • Ensure that all examples and instructions are equally detailed for both Windows and Linux, including troubleshooting notes.
  • Where possible, use cross-platform shell syntax or clearly mark which commands are for which OS.
  • Consider adding explicit macOS instructions where relevant, to further improve cross-platform parity.
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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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