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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page exhibits Windows bias by mentioning Azure PowerShell cmdlets alongside Azure CLI as the primary methods for retrieving metric data, with PowerShell referenced before any Linux-specific tools or patterns. There are no Linux shell or Bash examples, nor is there mention of Linux-native monitoring tools or workflows. The documentation assumes familiarity with Windows-centric tools and does not provide parity for Linux users.
Recommendations
  • Include explicit Bash or shell examples for metric retrieval using Azure CLI.
  • Mention Linux-native tools (e.g., curl, jq) for processing metric data from Azure CLI.
  • Ensure that CLI examples are presented before or alongside PowerShell examples, not after.
  • Add guidance for integrating Azure metrics with popular Linux monitoring stacks (e.g., Prometheus, Grafana).
  • Clarify that Azure CLI is cross-platform and provide usage notes for both Windows and Linux environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased