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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. While it mentions both Linux and Windows monitoring agents and extensions, Windows tools and .NET libraries are referenced more prominently and with more detailed examples. There are no Linux-specific code samples or references to Linux-native tools or SDKs, and the only application-level monitoring walkthrough is for a .NET (Windows-centric) solution. No PowerShell or CMD examples are present, but the lack of Linux CLI or SDK examples and the focus on Windows/.NET tools indicate a Windows-first approach.
Recommendations
  • Add Linux-specific examples for accessing and analyzing Batch logs, such as using Azure CLI, Bash scripts, or Python SDK.
  • Provide walkthroughs or code samples for monitoring Batch from Linux environments, not just .NET/Windows.
  • Mention and link to cross-platform SDKs (e.g., Python, Java) and show how to use them for monitoring tasks.
  • Include references to Linux-native tools (e.g., jq for JSON parsing, Bash scripting) when discussing log file access and analysis.
  • Ensure parity in agent/extension documentation by providing equal detail and examples for both Linux and Windows.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets